TMI - volume 40 - 2021 论文列表 |
| 点击这里查看 IEEE Transactions on Medical Imaging 的JCR分区、影响因子等信息 |
Volume 40, Number 12, December 2021
Qiuli Wang Xiaohong Zhang Wei Zhang Mingchen Gao Sheng Huang Jian Wang Jiuquan Zhang Dan Yang Chen Liu
Corrections to "Multiperspective Ultrasound Strain Imaging of the Abdominal Aorta".
Hein de Hoop Niels J. Petterson Frans N. van de Vosse Marc R. H. M. van Sambeek Hans-Martin Schwab Richard G. P. Lopata
Structure and Illumination Constrained GAN for Medical Image Enhancement.Yuhui Ma Jiang Liu Yonghuai Liu Huazhu Fu Yan Hu Jun Cheng Hong Qi Yufei Wu Jiong Zhang Yitian Zhao
Learning Domain-Agnostic Visual Representation for Computational Pathology Using Medically-Irrelevant Style Transfer Augmentation.Rikiya Yamashita Jin Long Snikitha Banda Jeanne Shen Daniel L. Rubin
Unsupervised CT Metal Artifact Learning Using Attention-Guided β-CycleGAN.Junghyun Lee Jawook Gu Jong Chul Ye
LINPE-BL: A Local Descriptor and Broad Learning for Identification of Abnormal Breast Thermograms.Sourav Pramanik Debotosh Bhattacharjee Mita Nasipuri Ondrej Krejcar
Artifact and Detail Attention Generative Adversarial Networks for Low-Dose CT Denoising.Xiong Zhang Zefang Han Hong Shangguan Xinglong Han Xueying Cui Anhong Wang
Quantitative Biomarkers for Cancer Detection Using Contrast-Free Ultrasound High-Definition Microvessel Imaging: Fractal Dimension, Murray's Deviation, Bifurcation Angle & Spatial Vascularity Pattern.Redouane Ternifi Yinong Wang Eric C. Polley Robert T. Fazzio Mostafa Fatemi Azra Alizad
Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging.Yudu Li Yibo Zhao Rong Guo Tao Wang Yi Zhang Matthew Chrostek Walter C. Low Xiao-Hong Zhu Zhi-Pei Liang Wei Chen
Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN.Xiaoyang Chen Chunfeng Lian Hannah H. Deng Tianshu Kuang Hung-Ying Lin Deqiang Xiao Jaime Gateno Dinggang Shen James J. Xia Pew-Thian Yap
Self-Fluence-Compensated Functional Photoacoustic Microscopy.Jingyi Zhu Chao Liu Yan Liu Jiangbo Chen Yachao Zhang Kuanming Yao Lidai Wang
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification.Rongyao Hu Zi-Wen Peng Xiaofeng Zhu Jiangzhang Gan Yonghua Zhu Junbo Ma Guorong Wu
A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting.Ronal Coronado Gastão Cruz Carlos Castillo-Passi Cristian Tejos Sergio Uribe Claudia Prieto Pablo Irarrazaval
Efficient Medical Image Segmentation Based on Knowledge Distillation.Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhijua Wang Lei Wu Huifen Dai
Measuring Image Resolution in Ultrasound Localization Microscopy.Vincent Hingot Arthur Chavignon Baptiste Heiles Olivier Couture
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction.Kisuk Lee Ran Lu Kyle Luther H. Sebastian Seung
A Long Short-Term Memory Network for Sparse Spatiotemporal EEG Source Imaging.Joyce Chelangat Bore Peiyang Li Lin Jiang Walid Mohammed Ahmed Ayedh Chunli Chen Dennis Joe Harmah Dezhong Yao Zehong Cao Peng Xu
Assessing Myocardial Microstructure With Biophysical Models of Diffusion MRI.Mohsen Farzi Darryl McClymont Hannah Whittington Marie-Christine Zdora Leah Khazin Craig A. Lygate Christoph Rau Erica Dall' Armellina Irvin Teh Jürgen E. Schneider
Hip Landmark Detection With Dependency Mining in Ultrasound Image.Jingyuan Xu Hongtao Xie Chuanbin Liu Fang Yang Sicheng Zhang Xun Chen Yongdong Zhang
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.Yoganand Balagurunathan Andrew Beers Michael F. McNitt-Gray Lubomir M. Hadjiiski Sandy Napel Dmitry B. Goldgof Gustavo Pérez Pablo Arbelaez Alireza Mehrtash Tina Kapur Ehwa Yang Jung Won Moon Gabriel Bernardino Perez Ricard Delgado-Gonzalo Mohammad Mehdi Farhangi Amir A. Amini Renkun Ni Xue Feng Aditya Bagari Kiran Vaidhya Benjamin Veasey Wiem Safta Hichem Frigui Joseph Enguehard Ali Gholipour Laura Silvana Castillo Laura Alexandra Daza Paul F. Pinsky Jayashree Kalpathy-Cramer Keyvan Farahani
Weakly Supervised Deep Ordinal Cox Model for Survival Prediction From Whole-Slide Pathological Images.Wei Shao Tongxin Wang Zhi Huang Zhi Han Jie Zhang Kun Huang
A Polarization-Imaging-Based Machine Learning Framework for Quantitative Pathological Diagnosis of Cervical Precancerous Lesions.Yang Dong Jiachen Wan Xingjian Wang Jing-Hao Xue Jibin Zou Honghui He Pengcheng Li Anli Hou Hui Ma
Design Study of an Ultrahigh Resolution Brain SPECT System Using a Synthetic Compound-Eye Camera Design With Micro-Slit and Micro-Ring Apertures.Elena Maria Zannoni Can Yang Ling-Jian Meng
Learned Low-Rank Priors in Dynamic MR Imaging.Ziwen Ke Wenqi Huang Zhuo-Xu Cui Jing Cheng Sen Jia Haifeng Wang Xin Liu Hairong Zheng Leslie Ying Yanjie Zhu Dong Liang
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging.Thomas Küstner Jiazhen Pan Haikun Qi Gastão Cruz Christopher Gilliam Thierry Blu Bin Yang Sergios Gatidis René M. Botnar Claudia Prieto
Development of an Integrated C-Arm Interventional Imaging System With a Strip Photon Counting Detector and a Flat Panel Detector.Xu Ji Mang Feng Kevin Treb Ran Zhang Sebastian Schafer Ke Li
Noise Conscious Training of Non Local Neural Network Powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising.Sutanu Bera Prabir Kumar Biswas
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study.Jie Yang Elsa D. Angelini Pallavi P. Balte Eric A. Hoffman John H. M. Austin Benjamin M. Smith R. Graham Barr Andrew F. Laine
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features.He Zhao Yuexiang Li Nanjun He Kai Ma Leyuan Fang Huiqi Li Yefeng Zheng
ALA-Net: Adaptive Lesion-Aware Attention Network for 3D Colorectal Tumor Segmentation.Yankai Jiang Shufeng Xu Hongjie Fan Jiahong Qian Weizhi Luo Shihui Zhen Yubo Tao Jihong Sun Hai Lin
Quad-Contrast Imaging: Simultaneous Acquisition of Four Contrast-Weighted Images (PD-Weighted, T₂-Weighted, PD-FLAIR and T₂-FLAIR Images) With Synthetic T₁-Weighted Image, T₁- and T₂-Maps.Sooyeon Ji Jinhee Jeong Se Hong Oh Yoonho Nam Seung Hong Choi Hyeong-Geol Shin Dongmyung Shin Woojin Jung Jongho Lee
Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation.Zhiming Cui Changjian Li Zhixu Du Nenglun Chen Guodong Wei Runnan Chen Lei Yang Dinggang Shen Wenping Wang
A Copolymer-in-Oil Tissue-Mimicking Material With Tuneable Acoustic and Optical Characteristics for Photoacoustic Imaging Phantoms.Lina Hacker James Joseph Aoife M. Ivory Mohand O. Saed Bajram Zeqiri Rajagopalan Srinath Sarah E. Bohndiek
Co-Correcting: Noise-Tolerant Medical Image Classification via Mutual Label Correction.Jiarun Liu Ruirui Li Chuan Sun
Efficient Joint Estimation of Tracer Distribution and Background Signals in Magnetic Particle Imaging Using a Dictionary Approach.Tobias Knopp Mirco Grosser Matthias Graeser Timo Gerkmann Martin Möddel
Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation. Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge.Víctor M. Campello Polyxeni Gkontra Cristian Izquierdo Carlos Martín-Isla Alireza Sojoudi Peter M. Full Klaus H. Maier-Hein Yao Zhang Zhiqiang He Jun Ma Mario Parreño Alberto Albiol Fanwei Kong Shawn C. Shadden Jorge Corral Acero Vaanathi Sundaresan Mina Saber Mustafa A. Alattar Hongwei Li Bjoern H. Menze Firas Khader Christoph Haarburger Cian M. Scannell Mitko Veta Adam Carscadden Kumaradevan Punithakumar Xiao Liu Sotirios A. Tsaftaris Xiaoqiong Huang Xin Yang Lei Li Xiahai Zhuang David Viladés Martín Luís Descalzo Andrea Guala Lucia La Mura Matthias G. Friedrich Ria Garg Julie Lebel Filipe Henriques Mahir Karakas Ersin Çavus Steffen E. Petersen Sergio Escalera Santi Seguí José F. Rodríguez Palomares Karim Lekadir
Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images.Zhongliang Xue Ping Li Liang Zhang Xiaoyuan Lu Guangming Zhu Peiyi Shen Syed Afaq Ali Shah Mohammed Bennamoun
Medical Image Segmentation With Deep Atlas Prior.Huimin Huang Han Zheng Lanfen Lin Ming Cai Hongjie Hu Qiaowei Zhang Qingqing Chen Yutaro Iwamoto Xianhua Han Yen-Wei Chen Ruofeng Tong
CleftNet: Augmented Deep Learning for Synaptic Cleft Detection From Brain Electron Microscopy. An Excitation-Reception Collinear Probe for Ultrasonic, Photoacoustic, and Thermoacoustic Tri-Modal Volumetric Imaging.Zhongwen Cheng Linghua Wu Tengsen Qiu Yihao Duan Huan Qin Jun Hu Sihua Yang
Dictionary Learning Constrained Direct Parametric Estimation in Dynamic Myocardial Perfusion PET.Bao Yang Xinhui Wang Andi Li Jonathan B. Moody Jing Tang
Data-Driven Retrospective Correction of B1 Field Inhomogeneity in Fast Macromolecular Proton Fraction and R1 Mapping. MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction.Wenjun Xia Zexin Lu Yongqiang Huang Zuoqiang Shi Yan Liu Hu Chen Yang Chen Jiliu Zhou Yi Zhang
NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation.Ruhan Liu Mengyao Liu Bin Sheng Huating Li Ping Li Haitao Song Ping Zhang Lixin Jiang Dinggang Shen
Computational Breast Anatomy Simulation Using Multi-Scale Perlin Noise.Bruno Barufaldi Craig K. Abbey Miguel A. Lago Trevor Lewis Vent Raymond Joseph Acciavatti Predrag R. Bakic Andrew D. A. Maidment
Perfusion Imaging: An Advection Diffusion Approach.Peirong Liu Yueh Z. Lee Stephen R. Aylward Marc Niethammer
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.Ruchika Verma Neeraj Kumar Abhijeet Patil Nikhil Cherian Kurian Swapnil Rane Simon Graham Quoc Dang Vu Mieke Zwager Shan-e-Ahmed Raza Nasir M. Rajpoot Xiyi Wu Huai Chen Yijie Huang Lisheng Wang Hyun Jung G. Thomas Brown Yanling Liu Shuolin Liu Seyed Alireza Fatemi Jahromi Ali Asghar Khani Ehsan Montahaei Mahdieh Soleymani Baghshah Hamid Behroozi Pavel Semkin Alexandr Rassadin Prasad Dutande Romil Lodaya Ujjwal Baid Bhakti Baheti Sanjay N. Talbar Amirreza Mahbod Rupert Ecker Isabella Ellinger Zhipeng Luo Bin Dong Zhengyu Xu Yuehan Yao Shuai Lv Ming Feng Kele Xu Hasib Zunair Abdessamad Ben Hamza Steven M. Smiley Tang-Kai Yin Qi-Rui Fang Shikhar Srivastava Dwarikanath Mahapatra Lubomira Trnavska Hanyun Zhang Priya Lakshmi Narayanan Justin Law Yinyin Yuan Abhiroop Tejomay Aditya Mitkari Dinesh Koka Vikas Ramachandra Lata Kini Amit Sethi
Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss.Jian Cheng Ziyang Liu Hao Guan Zhenzhou Wu Haogang Zhu Jiyang Jiang Wei Wen Dacheng Tao Tao Liu
Divergence-Free Constrained Phase Unwrapping and Denoising for 4D Flow MRI Using Weighted Least-Squares.Jiacheng Zhang Sean Rothenberger Melissa C. Brindise Michael Scott Haben Berhane Justin J. Baraboo Michael Markl Vitaliy L. Rayz Pavlos Vlachos
Dynamic Myocardial Ultrasound Localization Angiography.Philippe Cormier Jonathan Porée Chloé Bourquin Jean Provost
Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation.Hyunseok Seo Lequan Yu Hongyi Ren Xiaomeng Li Liyue Shen Lei Xing
XDoppler: Cross-Correlation of Orthogonal Apertures for 3D Blood Flow Imaging.Adrien Bertolo Jack Sauvage Mickaël Tanter Mathieu Pernot Thomas Deffieux
In Vivo Three-Dimensional Raster Scan Optoacoustic Mesoscopy Using Frequency Domain Inversion.Qutaiba Mustafa Murad Omar Ludwig Prade Pouyan Mohajerani Antonios Stylogiannis Vasilis Ntziachristos Christian Zakian
Time-Dependent Deep Image Prior for Dynamic MRI.Jaejun Yoo Kyong Hwan Jin Harshit Gupta Jérôme Yerly Matthias Stuber Michael Unser
Estimating Effective Connectivity by Recurrent Generative Adversarial Networks.Junzhong Ji Jinduo Liu Lu Han Feipeng Wang
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images.Meilu Zhu Zhen Chen Yixuan Yuan
Joint Design of RF and Gradient Waveforms via Auto-differentiation for 3D Tailored Excitation in MRI.Tianrui Luo Douglas C. Noll Jeffrey A. Fessler Jon-Fredrik Nielsen
Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning.Luyao Shi Yihuan Lu Nicha C. Dvornek Christopher A. Weyman Edward J. Miller Albert J. Sinusas Chi Liu
Photoacoustic-Guided Laparoscopic and Open Hysterectomy Procedures Demonstrated With Human Cadavers.Alycen Wiacek Karen C. Wang Harold Wu Muyinatu A. Lediju Bell
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction.Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu
Volume 40, Number 11, November 2021
Sayantan Bhadra Varun A. Kelkar Frank J. Brooks Mark A. Anastasio
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising. Patch-Based U-Net Model for Isotropic Quantitative Differential Phase Contrast Imaging.An-Cin Li Sunil Vyas Yu-Hsiang Lin Yi-You Huang Hsuan-Ming Huang Yuan Luo
UHR-DeepFMT: Ultra-High Spatial Resolution Reconstruction of Fluorescence Molecular Tomography Based on 3-D Fusion Dual-Sampling Deep Neural Network.Peng Zhang Guangda Fan Tongtong Xing Fan Song Guanglei Zhang
Weakly Supervised Neuron Reconstruction From Optical Microscopy Images With Morphological Priors.Xuejin Chen Chi Zhang Jie Zhao Zhiwei Xiong Zheng-Jun Zha Feng Wu
ApodNet: Learning for High Frame Rate Synthetic Transmit Aperture Ultrasound Imaging.Yinran Chen Jing Liu Xiongbiao Luo Jianwen Luo
Deep Learning for Ultrasound Beamforming in Flexible Array Transducer.Xinyue Huang Muyinatu A. Lediju Bell Kai Ding
Reconstruction of Orthographic Mosaics From Perspective X-Ray Images.Javad Fotouhi Xingtong Liu Mehran Armand Nassir Navab Mathias Unberath
MDPET: A Unified Motion Correction and Denoising Adversarial Network for Low-Dose Gated PET.Bo Zhou Yu-Jung Tsai Xiongchao Chen James S. Duncan Chi Liu
Learning Data Consistency and its Application to Dynamic MR Imaging.Jing Cheng Zhuo-Xu Cui Wenqi Huang Ziwen Ke Leslie Ying Haifeng Wang Yanjie Zhu Dong Liang
Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation.Gyutaek Oh Jeong Eun Lee Jong Chul Ye
Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction.Anish Lahiri Guanhua Wang Saiprasad Ravishankar Jeffrey A. Fessler
Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model.Qing Zou Abdul Haseeb Ahmed Prashant Nagpal Stanley Kruger Mathews Jacob
CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging.Yikun Zhang Dianlin Hu Qianlong Zhao Guotao Quan Jin Liu Qiegen Liu Yi Zhang Gouenou Coatrieux Yang Chen Hengyong Yu
High Pitch Helical CT Reconstruction.John W. Hayes Juan C. Montoya Adam Budde Chengzhu Zhang Yinsheng Li Ke Li Jiang Hsieh Guang-Hong Chen
CT Reconstruction With PDF: Parameter-Dependent Framework for Data From Multiple Geometries and Dose Levels.Wenjun Xia Zexin Lu Yongqiang Huang Yan Liu Hu Chen Jiliu Zhou Yi Zhang
CycN-Net: A Convolutional Neural Network Specialized for 4D CBCT Images Refinement.Shaohua Zhi Marc Kachelrieß Fei Pan Xuanqin Mou
Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography.Yixing Huang Alexander Preuhs Michael Manhart Guenter Lauritsch Andreas Maier
Learning to Reconstruct CT Images From the VVBP-Tensor.Xi Tao Yongbo Wang Liyan Lin Zixuan Hong Jianhua Ma
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN.Serin Yang Eung-Yeop Kim Jong Chul Ye
DRONE: Dual-Domain Residual-based Optimization NEtwork for Sparse-View CT Reconstruction.Weiwen Wu Dianlin Hu Chuang Niu Hengyong Yu Varut Vardhanabhuti Ge Wang
Unified Supervised-Unsupervised (SUPER) Learning for X-Ray CT Image Reconstruction.Siqi Ye Zhipeng Li Michael T. McCann Yong Long Saiprasad Ravishankar
Downsampled Imaging Geometric Modeling for Accurate CT Reconstruction via Deep Learning.Ji He Shilin Chen Hua Zhang Xi Tao Wuhong Lin Shanli Zhang Dong Zeng Jianhua Ma
Deep Interactive Denoiser (DID) for X-Ray Computed Tomography.Ti Bai Biling Wang Dan Nguyen Bao Wang Bin Dong Wenxiang Cong Mannudeep K. Kalra Steve B. Jiang
Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow - Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction".Ge Wang Mathews Jacob Xuanqin Mou Yongyi Shi Yonina C. Eldar
Volume 40, Number 10, October 2021
Sven Koehler Tarique Hussain Zach Blair Tyler Huffaker Florian Ritzmann Animesh Tandon Thomas Pickardt Samir Sarikouch Heiner Latus Gerald Greil Ivo Wolf Sandy Engelhardt
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation.Devavrat Tomar Manana Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling.Lie Ju Xin Wang Xin Zhao C. Paul Bonnington Tom Drummond Zongyuan Ge
Multi-Task Multi-Domain Learning for Digital Staining and Classification of Leukocytes.Agnieszka Tomczak Slobodan Ilic Gaby Marquardt Thomas Engel Frank Forster Nassir Navab Shadi Albarqouni
Bidirectional Mapping-Based Domain Adaptation for Nucleus Detection in Cross-Modality Microscopy Images.Fuyong Xing Toby C. Cornish Tellen D. Bennett Debashis Ghosh
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification.Aryan Mobiny Pengyu Yuan Pietro Antonio Cicalese Supratik Moulik Naveen Garg Carol C. Wu Kelvin K. Wong Stephen T. Wong Tiancheng He Hien Van Nguyen
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning.Fatemeh Haghighi Mohammad Reza Hosseinzadeh Taher Zongwei Zhou Michael B. Gotway Jianming Liang
Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations.Navid Alemi Koohbanani Balagopal Unnikrishnan Syed Ali Khurram Pavitra Krishnaswamy Nasir M. Rajpoot
Anatomic and Molecular MR Image Synthesis Using Confidence Guided CNNs.Pengfei Guo Puyang Wang Rajeev Yasarla Jinyuan Zhou Vishal M. Patel Shanshan Jiang
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images.Jianfei Liu Christine Shen Nancy Aguilera Catherine Cukras Robert B. Hufnagel Wadih M. Zein Tao Liu Johnny Tam
Label-Free Segmentation of COVID-19 Lesions in Lung CT.Qingsong Yao Li Xiao Peihang Liu S. Kevin Zhou
Annotation-Efficient Learning for Medical Image Segmentation Based on Noisy Pseudo Labels and Adversarial Learning.Lu Wang Dong Guo Guotai Wang Shaoting Zhang
Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation.Andrew Gilbert Maciej Marciniak Cristóbal Rodero Pablo Lamata Eigil Samset Kristin McLeod
Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation.Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng
Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT.Ke Yan Jinzheng Cai Youjing Zheng Adam P. Harrison Dakai Jin Youbao Tang Yuxing Tang Lingyun Huang Jing Xiao Le Lu
Weakly-Supervised Vessel Detection in Ultra-Widefield Fundus Photography via Iterative Multi-Modal Registration and Learning.Li Ding Ajay E. Kuriyan Rajeev S. Ramchandran Charles C. Wykoff Gaurav Sharma
Weakly Supervised Cell Segmentation by Point Annotation. Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction.Yan Wang Peng Tang Yuyin Zhou Wei Shen Elliot K. Fishman Alan L. Yuille
Looking for Abnormalities in Mammograms With Self- and Weakly Supervised Reconstruction. Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis.Xi Ouyang Srikrishna Karanam Ziyan Wu Terrence Chen Jiayu Huo Xiang Sean Zhou Qian Wang Jie-Zhi Cheng
Self-Supervised Attention Mechanism for Pediatric Bone Age Assessment With Efficient Weak Annotation.Chuanbin Liu Hongtao Xie Yongdong Zhang
Contour Transformer Network for One-Shot Segmentation of Anatomical Structures.Yuhang Lu Kang Zheng Weijian Li Yirui Wang Adam P. Harrison Chihung Lin Song Wang Jing Xiao Le Lu Chang-Fu Kuo Shun Miao
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data.Hengji Cui Dong Wei Kai Ma Shi Gu Yefeng Zheng
Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training.Angshuman Paul Thomas C. Shen Sungwon Lee Niranjan Balachandar Yifan Peng Zhiyong Lu Ronald M. Summers
Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation.Wenji Wang Qing Xia Zhiqiang Hu Zhennan Yan Zhuowei Li Yang Wu Ning Huang Yue Gao Dimitris N. Metaxas Shaoting Zhang
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound.Dawood Al Chanti Vanessa Gonzalez Duque Marion Crouzier Antoine Nordez Lilian Lacourpaille Diana Mateus
Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images.Yongqiang Huang Wenjun Xia Zexin Lu Yan Liu Hu Chen Jiliu Zhou Leyuan Fang Yi Zhang
A Coarse-to-Fine Deformable Transformation Framework for Unsupervised Multi-Contrast MR Image Registration with Dual Consistency Constraint.Weijian Huang Hao Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Hairong Zheng Shanshan Wang
Interactive Few-Shot Learning: Limited Supervision, Better Medical Image Segmentation.Ruiwei Feng Xiangshang Zheng Tianxiang Gao Jintai Chen Wenzhe Wang Danny Z. Chen Jian Wu
Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning.Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya Zhang
Interpretability-Driven Sample Selection Using Self Supervised Learning for Disease Classification and Segmentation.Dwarikanath Mahapatra Alexander Pollinger Ling Shao Mauricio Reyes
Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation.Vishwesh Nath Dong Yang Bennett A. Landman Daguang Xu Holger R. Roth
Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging.Nima Tajbakhsh Holger Roth Demetri Terzopoulos Jianming Liang
Volume 40, Number 9, September 2021
Ansh Kapil Armin Meier Keith Steele Marlon Rebelatto Katharina Nekolla Alexander Haragan Abraham Silva Aleksandra Zuraw Craig Barker Marietta L. Scott Tobias Wiestler Simon Lanzmich Günter Schmidt Nicolas Brieu
1.7-Micron Optical Coherence Tomography Angiography for Characterization of Skin Lesions-A Feasibility Study.Yan Li Raksha Sreeramachandra Murthy Yirui Zhu Fengyi Zhang Jianing Tang Joseph N. Mehrabi Kristen M. Kelly Zhongping Chen
Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis.Shixiang Feng Beibei Liu Ya Zhang Xiaoyun Zhang Yuehua Li
Non-Invasive Photothermal Strain Imaging of Non-Alcoholic Fatty Liver Disease in Live Animals.Changhoon Choi Wonseok Choi Jeesu Kim Chulhong Kim
Reducing the Complexity of Model-Based MRI Reconstructions via Sparsification.Alex Gutierrez Michael Mullen Di Xiao Albert Jang Taylor Froelich Michael Garwood Jarvis D. Haupt
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis.Xiaofei Wang Lai Jiang Liu Li Mai Xu Xin Deng Lisong Dai Xiangyang Xu Tianyi Li Yichen Guo Zulin Wang Pier Luigi Dragotti
Alleviating Class-Wise Gradient Imbalance for Pulmonary Airway Segmentation.Hao Zheng Yulei Qin Yun Gu Fangfang Xie Jie Yang Jiayuan Sun Guang-Zhong Yang
Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos.Chen Chen Yong Wang Jianwei Niu Xuefeng Liu Qingfeng Li Xuantong Gong
Contralaterally Enhanced Networks for Thoracic Disease Detection.Gangming Zhao Chaowei Fang Guanbin Li Licheng Jiao Yizhou Yu
Efficient Computer-Aided Design of Dental Inlay Restoration: A Deep Adversarial Framework.Sukun Tian Miaohui Wang Fulai Yuan Ning Dai Yuchun Sun Wuyuan Xie Jing Qin
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images.Jingru Yi Pengxiang Wu Hui Tang Bo Liu Qiaoying Huang Hui Qu Lianyi Han Wei Fan Daniel J. Hoeppner Dimitris N. Metaxas
Deep Relation Transformer for Diagnosing Glaucoma With Optical Coherence Tomography and Visual Field Function.Diping Song Bin Fu Fei Li Jian Xiong Junjun He Xiulan Zhang Yu Qiao
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients.Ruisheng Su Sandra A. P. Cornelissen Matthijs van der Sluijs Adriaan C. G. M. van Es Wim H. van Zwam Diederik W. J. Dippel Geert J. Lycklama Pieter Jan van Doormaal Wiro J. Niessen Aad van der Lugt Theo van Walsum
Simultaneous Denoising and Localization Network for Photoacoustic Target Localization.Amirsaeed Yazdani Sumit Agrawal Kerrick Johnstonbaugh Sri-Rajasekhar Kothapalli Vishal Monga
Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis With Structural MRI.Wenyong Zhu Liang Sun Jiashuang Huang Liangxiu Han Daoqiang Zhang
Realistic Lung Nodule Synthesis With Multi-Target Co-Guided Adversarial Mechanism.Qiuli Wang Xiaohong Zhang Wei Zhang Mingchen Gao Sheng Huang Jian Wang Jiuquan Zhang Dan Yang Chen Liu
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.Jianning Li Pedro Pimentel Angelika Szengel Moritz Ehlke Hans Lamecker Stefan Zachow Laura Jovani Estacio Cerquin Christian Doenitz Heiko Ramm Haochen Shi Xiaojun Chen Franco Matzkin Virginia F. J. Newcombe Enzo Ferrante Yuan Jin David G. Ellis Michele R. Aizenberg Oldrich Kodym Michal Spanel Adam Herout James G. Mainprize Zachary Fishman Michael R. Hardisty Amirhossein Bayat Suprosanna Shit Bomin Wang Zhi Liu Matthias Eder Antonio Pepe Christina Gsaxner Victor Alves Ulrike Zefferer Gord von Campe Karin Pistracher Ute Schäfer Dieter Schmalstieg Bjoern H. Menze Ben Glocker Jan Egger
Photoacoustic Tomography Image Restoration With Measured Spatially Variant Point Spread Functions.Li Qi Jian Wu Xipan Li Shuangyang Zhang Shixian Huang Qianjin Feng Wufan Chen
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction.Matthew J. Muckley Bruno Riemenschneider Alireza Radmanesh Sunwoo Kim Geunu Jeong Jingyu Ko Yohan Jun Hyungseob Shin Dosik Hwang Mahmoud Mostapha Simon Arberet Dominik Nickel Zaccharie Ramzi Philippe Ciuciu Jean-Luc Starck Jonas Teuwen Dimitrios Karkalousos Chaoping Zhang Anuroop Sriram Zhengnan Huang Nafissa Yakubova Yvonne W. Lui Florian Knoll
Assessing the Impact of Deep Neural Network-Based Image Denoising on Binary Signal Detection Tasks.Kaiyan Li Weimin Zhou Hua Li Mark A. Anastasio
Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis.Xiaomeng Li Xiaowei Hu Xiaojuan Qi Lequan Yu Wei Zhao Pheng-Ann Heng Lei Xing
X-Ray Scatter Estimation Using Deep Splines.Philipp Roser Annette Birkhold Alexander Preuhs Christopher Syben Lina Felsner Elisabeth Hoppe Norbert Strobel Markus Kowarschik Rebecca Fahrig Andreas Maier
Electromechanical Wave Imaging With Machine Learning for Automated Isochrone Generation.Lea Melki Melina Tourni Elisa E. Konofagou
GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTs.Lasse Hansen Mattias P. Heinrich
Learning-Based Regularization for Cardiac Strain Analysis via Domain Adaptation.Allen Lu Shawn S. Ahn Kevinminh Ta Nripesh Parajuli John C. Stendahl Zhao Liu Nabil Boutagy Geng-Shi Jeng Lawrence H. Staib Matthew O'Donnell Albert J. Sinusas James S. Duncan
Pose-Dependent Weights and Domain Randomization for Fully Automatic X-Ray to CT Registration.Matthias Grimm Javier Esteban Mathias Unberath Nassir Navab
Accurate Monte Carlo Modeling of Small-Animal Multi-Pinhole SPECT for Non-Standard Multi-Isotope Applications.Mathias Lukas Anne Kluge Nicola Beindorff Winfried Brenner
Super-Resolution Photoacoustic Microscopy Using Structured-Illumination.Mohammadreza Amjadian Seyed Masood Mostafavi Jiangbo Chen Zahra Kavehvash Jingyi Zhu Lidai Wang
Volume 40, Number 8, August 2021
Fernando Barber Peter Langfield Miguel Lozano Ignacio García-Fernández Josselin Duchateau Mélèze Hocini Michel Haïssaguerre Edward J. Vigmond Rafael Sebastián
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network.Qing Lyu Hongming Shan Yibin Xie Alan C. Kwan Yuka Otaki Keiichiro Kuronuma Debiao Li Ge Wang
Self-Collimating SPECT With Multi-Layer Interspaced Mosaic Detectors.Tianyu Ma Qingyang Wei Zhenlei Lyu Debin Zhang Hongyang Zhang Rui Wang Jiahong Dong Yaqiang Liu Rutao Yao Zuo-Xiang He
Multi-Objective Evolutionary Algorithm for PET Image Reconstruction: Concept.Mohamed Abouhawwash Adam M. Alessio
Modeling of Retinal Optical Coherence Tomography Based on Stochastic Differential Equations: Application to Denoising.Mahnoosh Tajmirriahi Zahra Amini Arsham Hamidi Azhar Zam Hossein Rabbani
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images.Kelei He Chunfeng Lian Bing Zhang Xin Zhang Xiaohuan Cao Dong Nie Yang Gao Junfeng Zhang Dinggang Shen
Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging.Elisabeth Hoppe Jens Wetzl Seung Su Yoon Mario Bacher Philipp Roser Bernhard Stimpel Alexander Preuhs Andreas Maier
Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography.Fatemeh Taheri Dezaki Christina Luong Tom Ginsberg Robert Rohling Ken Gin Purang Abolmaesumi Teresa Tsang
Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs.Gongfa Jiang Jun Wei Yuesheng Xu Zilong He Hui Zeng Jiefang Wu Genggeng Qin Weiguo Chen Yao Lu
Wireless 3D Surgical Navigation and Tracking System With 100μm Accuracy Using Magnetic-Field Gradient-Based Localization.Saransh Sharma Aditya Telikicherla Grace Ding Fatemeh Aghlmand Arian Hashemi Talkhooncheh Mikhail G. Shapiro Azita Emami
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms.Loïc Peter Daniel C. Alexander Caroline Magnain Juan Eugenio Iglesias
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation.Jie Lian Jingyu Liu Shu Zhang Kai Gao Xiaoqing Liu Dingwen Zhang Yizhou Yu
Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images.Jie Zhang Jianfeng Wu Qingyang Li Richard J. Caselli Paul M. Thompson Jieping Ye Yalin Wang
LightSpeed: A Compact, High-Speed Optical-Link-Based 3D Optoacoustic Imager.Çagla Özsoy Andrea Cossettini Ali Özbek Sergei Vostrikov Pascal Hager Xosé-Luís Dean-Ben Luca Benini Daniel Razansky
Design and Construction of a PET-Compatible Double-Tuned 1H/31P MR Head Coil.Avdo Celik Chang-Hoon Choi Lutz Tellmann Claire Rick N. Jon Shah Jörg Felder
Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images.Rui-Qi Li Xiao-Liang Xie Xiao-Hu Zhou Shi-Qi Liu Zhen-Liang Ni Yan-Jie Zhou Gui-Bin Bian Zeng-Guang Hou
Learning to Segment From Scribbles Using Multi-Scale Adversarial Attention Gates.Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris
Unpaired Stain Transfer Using Pathology-Consistent Constrained Generative Adversarial Networks.Shuting Liu Baochang Zhang Yiqing Liu Anjia Han Huijuan Shi Tian Guan Yonghong He
S3Reg: Superfast Spherical Surface Registration Based on Deep Learning.Fenqiang Zhao Zhengwang Wu Fan Wang Weili Lin Shunren Xia Dinggang Shen Li Wang Gang Li
Volume 40, Number 7, July 2021
Xin Yang Haoran Dou Ruobing Huang Wufeng Xue Yuhao Huang Jikuan Qian Yuanji Zhang Huanjia Luo Huizhi Guo Tianfu Wang Yi Xiong Dong Ni
Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation.Florian Kromp Lukas Fischer Eva Bozsaky Inge M. Ambros Wolfgang Dörr Klaus Beiske Peter F. Ambros Allan Hanbury Sabine Taschner-Mandl
Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images.Ruining Deng Haichun Yang Aadarsh Jha Yuzhe Lu Peng Chu Agnes B. Fogo Yuankai Huo
Temporal Memory Relation Network for Workflow Recognition From Surgical Video.Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis.Xiao-Yong Wei Zhen-Qun Yang Xu-Lu Zhang Ga Liao Ailin Sheng S. Kevin Zhou Yongkang Wu Liang Du
Superiorized Photo-Acoustic Non-NEgative Reconstruction (SPANNER) for Clinical Photoacoustic Imaging.Idan Steinberg Jeesu Kim Martin K. Schneider Dongwoon Hyun Aimen Zlitni Sarah M. Hopper Tal Klap Geoffrey A. Sonn Jeremy J. Dahl Chulhong Kim Sanjiv Sam Gambhir
Constrained Domain Adaptation for Image Segmentation.Mathilde Bateson José Dolz Hoel Kervadec Hervé Lombaert Ismail Ben Ayed
Zero-Shot Super-Resolution With a Physically-Motivated Downsampling Kernel for Endomicroscopy.Agnieszka Barbara Szczotka Dzhoshkun Ismail Shakir Matthew J. Clarkson Stephen P. Pereira Tom Vercauteren
A Linearized Fit Model for Robust Shape Parameterization of FET-PET TACs.Christoph W. Lerche Timon Radomski Philipp Lohmann Liliana Caldeira Cláudia Régio Brambilla Lutz Tellmann Jürgen Scheins Elena Rota Kops Norbert Galldiks Karl-Josef Langen Hans Herzog N. Jon Shah
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation.Sulaiman Vesal Mingxuan Gu Ronak Kosti Andreas Maier Nishant Ravikumar
Bayesian Inverse Regression for Vascular Magnetic Resonance Fingerprinting.Fabien Boux Florence Forbes Julyan Arbel Benjamin Lemasson Emmanuel Luc Barbier
Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels.Hans Pinckaers Wouter Bulten Jeroen van der Laak Geert Litjens
Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images.Mingjie Gao Jeffrey A. Fessler Heang-Ping Chan
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer.Bo Zhou S. Kevin Zhou James S. Duncan Chi Liu
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation.Karim Armanious Sherif Abdulatif Wenbin Shi Shashank Salian Thomas Küstner Daniel Weiskopf Tobias Hepp Sergios Gatidis Bin Yang
CANet: Context Aware Network for Brain Glioma Segmentation.Zhihua Liu Lei Tong Long Chen Feixiang Zhou Zheheng Jiang Qianni Zhang Yinhai Wang Caifeng Shan Ling Li Huiyu Zhou
Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy.Yuanyuan Peng Weifang Zhu Zhongyue Chen Meng Wang Le Geng Kai Yu Yi Zhou Ting Wang Daoman Xiang Feng Chen Xinjian Chen
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images.Bach Ngoc Kim Jose Dolz Pierre-Marc Jodoin Christian Desrosiers
Volume 40, Number 6, June 2021
Haoyin Zhou Jagadeesan Jayender
Novel Methodology for Measuring Regional Myocardial Efficiency.Grant T. Gullberg Uttam M. Shrestha Alexander I. Veress William Paul Segars Jing Liu Karen Ordovas Youngho Seo
Multi-Atlas Image Soft Segmentation via Computation of the Expected Label Value. Modeling and Synthesis of Breast Cancer Optical Property Signatures With Generative Models.Arturo Pardo Samuel S. Streeter Benjamin W. Maloney José A. Gutiérrez-Gutiérrez David M. McClatchy Wendy A. Wells Keith D. Paulsen Jose M. Lopez-Higuera Brian W. Pogue Olga M. Conde
Identify Complex Imaging Genetic Patterns via Fusion Self-Expressive Network Analysis.Meiling Wang Wei Shao Xiaoke Hao Daoqiang Zhang
Measurement of the Lag Correction Factor in Low-Dose Fluoroscopic Imaging. Hierarchical Temporal Attention Network for Thyroid Nodule Recognition Using Dynamic CEUS Imaging.Peng Wan Fang Chen Chunrui Liu Wentao Kong Daoqiang Zhang
Relation-Induced Multi-Modal Shared Representation Learning for Alzheimer's Disease Diagnosis.Zhenyuan Ning Qing Xiao Qianjin Feng Wufan Chen Yu Zhang
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification.Yongtao Zhang Haimei Li Jie Du Jing Qin Tianfu Wang Yue Chen Bing Liu Wenwen Gao Guolin Ma Baiying Lei
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT.Yulei Qin Hao Zheng Yun Gu Xiaolin Huang Jie Yang Lihui Wang Feng Yao Yue-Min Zhu Guang-Zhong Yang
Multi-Modal Retinal Image Classification With Modality-Specific Attention Network.Xingxin He Ying Deng Leyuan Fang Qinghua Peng
Development and Initial Results of a Brain PET Insert for Simultaneous 7-Tesla PET/MRI Using an FPGA-Only Signal Digitization Method.Jun Yeon Won Haewook Park Seung-Eun Lee Jeong-Whan Son Yina Chung Guen Bae Ko Kyeong Yun Kim Junghyun Song Seongho Seo Yeunchul Ryu Jun-Young Chung Jae Sung Lee
Direct Differentiation of Pathological Changes in the Human Lung Parenchyma With Grating-Based Spectral X-ray Dark-Field Radiography.Kirsten Alexandra Taphorn Korbinian Mechlem Thorsten Sellerer Fabio De Marco Manuel Viermetz Franz Pfeiffer Daniela Pfeiffer Julia Herzen
Cascaded Regression Neural Nets for Kidney Localization and Segmentation-free Volume Estimation.Mohammad Arafat Hussain Ghassan Hamarneh Rafeef Garbi
Learning With Context Feedback Loop for Robust Medical Image Segmentation.Kibrom Berihu Girum Gilles Créhange Alain Lalande
A Cervical Histopathology Dataset for Computer Aided Diagnosis of Precancerous Lesions. Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization.Volume 40, Number 5, May 2021
DongHun Ryu Dongmin Ryu YoonSeok Baek Hyungjoo Cho Geon Kim Young Seo Kim Yongki Lee Yoosik Kim Jong Chul Ye Hyunseok Min YongKeun Park
Body Part Regression With Self-Supervision.Yucheng Tang Riqiang Gao Shizhong Han Yunqiang Chen Dashan Gao Vishwesh Nath Camilo Bermudez Michael R. Savona Shunxing Bao Ilwoo Lyu Yuankai Huo Bennett A. Landman
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography.Hanfan Wang Chang Bian Lingxin Kong Yu An Yang Du Jie Tian
Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition.Wenxing Hu Xianghe Meng Yuntong Bai Aiying Zhang Gang Qu Biao Cai Gemeng Zhang Tony W. Wilson Julia M. Stephen Vince D. Calhoun Yu-Ping Wang
Imaging Genetics Study Based on a Temporal Group Sparse Regression and Additive Model for Biomarker Detection of Alzheimer's Disease.Meiyan Huang Xiumei Chen Yuwei Yu Haoran Lai Qianjin Feng
Image Compositing for Segmentation of Surgical Tools Without Manual Annotations.Luis C. García-Peraza-Herrera Lucas Fidon Claudia D'Ettorre Danail Stoyanov Tom Vercauteren Sébastien Ourselin
Synthetic Database of Aortic Morphometry and Hemodynamics: Overcoming Medical Imaging Data Availability.Bente Thamsen Pavlo Yevtushenko Lina Gundelwein Arnaud A. A. Setio Hans Lamecker Marcus Kelm Marie Schafstedde Tobias Heimann Titus Kühne Leonid Goubergrits
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy.Léo Milecki Jonathan Porée Hatim Belgharbi Chloé Bourquin Rafat Damseh Patrick Delafontaine-Martel Frédéric Lesage Maxime Gasse Jean Provost
SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation.Biting Yu Luping Zhou Lei Wang Wanqi Yang Ming Yang Pierrick Bourgeat Jurgen Fripp
Learning a Generative Motion Model From Image Sequences Based on a Latent Motion Matrix.Julian Krebs Hervé Delingette Nicholas Ayache Tommaso Mansi
Feasibility of Harmonic Motion Imaging Using a Single Transducer: In Vivo Imaging of Breast Cancer in a Mouse Model and Human Subjects.Md. Murad Hossain Niloufar Saharkhiz Elisa E. Konofagou
Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction.Zhen Chen Xiaoqing Guo Peter Y. M. Woo Yixuan Yuan
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge.Yue Sun Kun Gao Zhengwang Wu Guannan Li Xiaopeng Zong Zhihao Lei Ying Wei Jun Ma Xiaoping Yang Xue Feng Li Zhao Trung Le Phan Jitae Shin Tao Zhong Yu Zhang Lequan Yu Caizi Li Ramesh Basnet M. Omair Ahmad M. N. S. Swamy Wenao Ma Qi Dou Toan Duc Bui Camilo Bermudez Noguera Bennett A. Landman Ian H. Gotlib Kathryn L. Humphreys Sarah Shultz Longchuan Li Sijie Niu Weili Lin Valerie Jewells Dinggang Shen Gang Li Li Wang
Phase Velocity Estimation With Expanded Bandwidth in Viscoelastic Phantoms and Tissues.Piotr Kijanka Matthew W. Urban
Myocardial Function Imaging in Echocardiography Using Deep Learning.Andreas Østvik Ivar Mjåland Salte Erik Smistad Thuy Mi Nguyen Daniela Melichova Harald Brunvand Kristina Haugaa Thor Edvardsen Bjørnar Grenne Lasse Løvstakken
FISTA-Net: Learning a Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging.Jinxi Xiang Yonggui Dong Yunjie Yang
Spatio-Temporal Mitosis Detection in Time-Lapse Phase-Contrast Microscopy Image Sequences: A Benchmark.Yu-Ting Su Yao Lu Jing Liu Mei Chen An-An Liu
Multi-Material Decomposition for Single Energy CT Using Material Sparsity Constraint.Yi Xue Wenjian Qin Chen Luo Pengfei Yang Yangkang Jiang Tiffany Tsui Hongjian He Li Wang Jiale Qin Yaoqin Xie Tianye Niu
Volume 40, Number 4, April 2021
Jon S. Heiselman Michael I. Miga
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity.Dongren Yao Jing Sui Mingliang Wang Erkun Yang Yeerfan Jiaerken Na Luo Pew-Thian Yap Mingxia Liu Dinggang Shen
Flexible Multi-Turn Multi-Gap Coaxial RF Coils: Design Concept and Implementation for Magnetic Resonance Imaging at 3 and 7 Tesla.Lena Nohava Raphaela Czerny Sigrun Roat Michael Obermann Andre Kuehne Roberta Frass-Kriegl Jacques Felblinger Jean-Christophe Ginefri Elmar Laistler
Whole Brain Myelin Water Mapping in One Minute Using Tensor Dictionary Learning With Low-Rank Plus Sparse Regularization.Quan Chen Huajun She Yiping P. Du
HARP-I: A Harmonic Phase Interpolation Method for the Estimation of Motion From Tagged MR Images.Hernán Mella Joaquín Mura Hui Wang Michael D. Taylor Radomír Chabiniok Jaroslav Tintera Julio Sotelo Sergio Uribe
Quantitative Evaluation of an Automated Cone-Based Breast Ultrasound Scanner for MRI-3D US Image Fusion.Anton V. Nikolaev Leon de Jong Gert Weijers Vincent Groenhuis Ritse M. Mann Françoise J. Siepel Bogdan Mihai Maris Stefano Stramigioli Hendrik H. G. Hansen Chris L. de Korte
Spherical Deformable U-Net: Application to Cortical Surface Parcellation and Development Prediction.Fenqiang Zhao Zhengwang Wu Li Wang Weili Lin John H. Gilmore Shunren Xia Dinggang Shen Gang Li
Skin Complications of Diabetes Mellitus Revealed by Polarized Hyperspectral Imaging and Machine Learning.Viktor Dremin Zbignevs Marcinkevics Evgeny Zherebtsov Alexey Popov Andris Grabovskis Hedviga Kronberga Kristine Geldnere Alexander Doronin Igor V. Meglinski Alexander Bykov
Contrast-Attentive Thoracic Disease Recognition With Dual-Weighting Graph Reasoning.Yi Zhou Tianfei Zhou Tao Zhou Huazhu Fu Jiacheng Liu Ling Shao
Reverberation Noise Suppression in Ultrasound Channel Signals Using a 3D Fully Convolutional Neural Network.Leandra L. Brickson Dongwoon Hyun Marko Jakovljevic Jeremy J. Dahl
Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images.Meng Wang Weifang Zhu Kai Yu Zhongyue Chen Fei Shi Yi Zhou Yuhui Ma Yuanyuan Peng Dengsen Bao Shuanglang Feng Lei Ye Dehui Xiang Xinjian Chen
Separation of Metabolites and Macromolecules for Short-TE 1H-MRSI Using Learned Component-Specific Representations.Yahang Li Zepeng Wang Ruoyu Sun Fan Lam
Comparison of 16-Channel Asymmetric Sleeve Antenna and Dipole Antenna Transceiver Arrays at 10.5 Tesla MRI.Myung Kyun Woo Lance DelaBarre Matt Waks Jingu Lee Russell Luke Lagore Steve Jungst Andrea N. Grant Yigitcan Eryaman Kamil Ugurbil Gregor Adriany
Learn to Threshold: ThresholdNet With Confidence-Guided Manifold Mixup for Polyp Segmentation.Xiaoqing Guo Chen Yang Yajie Liu Yixuan Yuan
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI.Haoran Dou Davood Karimi Caitlin K. Rollins Cynthia M. Ortinau Lana Vasung Clemente Velasco-Annis Abdelhakim Ouaalam Xin Yang Dong Ni Ali Gholipour
Multi-Domain Image Completion for Random Missing Input Data.Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly Baris Turkbey Stephanie Anne Harmon Thomas Hogue Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu
Parametric Sequential Method for MRI-Based Wall Shear Stress Quantification.Nina Yu. Shokina Gabriel Teschner Andreas Bauer Cameron Tropea Herbert Egger Jürgen Hennig Axel Joachim Krafft
Volume 40, Number 3, March 2021
Yushan Zheng Zhiguo Jiang Fengying Xie Jun Shi Haopeng Zhang Jianguo Huai Ming Cao Xiaomiao Yang
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking.Dimitris Perdios Manuel Vonlanthen Florian Martinez Marcel Arditi Jean-Philippe Thiran
Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation.Zeju Li Konstantinos Kamnitsas Ben Glocker
Development and Evaluation of the Fourier Spectral Distortion Metric.Trevor Lewis Vent Raymond Joseph Acciavatti Andrew D. A. Maidment
Registration of Untracked 2D Laparoscopic Ultrasound to CT Images of the Liver Using Multi-Labelled Content-Based Image Retrieval.João Ramalhinho Henry F. J. Tregidgo Kurinchi Gurusamy David J. Hawkes Brian R. Davidson Matthew J. Clarkson
MAMA Net: Multi-Scale Attention Memory Autoencoder Network for Anomaly Detection.Yurong Chen Hui Zhang Yaonan Wang Yimin Yang Xianen Zhou Q. M. Jonathan Wu
Foveated Model Observers for Visual Search in 3D Medical Images.Miguel A. Lago Craig K. Abbey Miguel P. Eckstein
A Novel Low-Dose Dual-Energy Imaging Method for a Fast-Rotating Gantry-Type CT Scanner.Sanghoon Cho Seoyoung Lee Jongha Lee Donghyeon Lee Hyoyi Kim Jong-Hyun Ryu Kilhwan Jeong Kyu-Gyum Kim Kwon-Ha Yoon Seungryong Cho
Modeling and Enhancing Low-Quality Retinal Fundus Images.Ziyi Shen Huazhu Fu Jianbing Shen Ling Shao
Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI.Alberto Rossi Matin Hosseinzadeh Monica Bianchini Franco Scarselli Henkjan J. Huisman
Dual-Energy X-Ray Dark-Field Material Decomposition.Thorsten Sellerer Korbinian Mechlem Ruizhi Tang Kirsten Alexandra Taphorn Franz Pfeiffer Julia Herzen
Radio-Frequency Vector Magnetic Field Mapping in Magnetic Resonance Imaging.Seung-Kyun Lee Sukhoon Oh Hyeong-Seop Kim Byung-Pan Song
A Joint Analysis of Multi-Paradigm fMRI Data With Its Application to Cognitive Study.Yuntong Bai Yun Gong Jianchao Bai Jingyu Liu Hong-Wen Deng Vince D. Calhoun Yu-Ping Wang
Hierarchical Extraction of Functional Connectivity Components in Human Brain Using Resting-State fMRI.Dushyant Sahoo Theodore D. Satterthwaite Christos Davatzikos
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.Yuhui Ma Huaying Hao Jianyang Xie Huazhu Fu Jiong Zhang Jianlong Yang Zhen Wang Jiang Liu Yalin Zheng Yitian Zhao
Interpolation and Averaging of Diffusion MRI Multi-Compartment Models.Renaud Hédouin Christian Barillot Olivier Commowick
LCANet: Learnable Connected Attention Network for Human Identification Using Dental Images.Yancun Lai Fei Fan Qingsong Wu Wenchi Ke Peixi Liao Zhenhua Deng Hu Chen Yi Zhang
Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers.Lyujian Lu Saad Elbeleidy Lauren Zoe Baker Hua Wang Feiping Nie
Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection.Jianpeng Zhang Yutong Xie Guansong Pang Zhibin Liao Johan Verjans Wenxing Li Zongji Sun Jian He Yi Li Chunhua Shen Yong Xia
Reconstruction of Optical Coherence Tomography Images Using Mixed Low Rank Approximation and Second Order Tensor Based Total Variation Method.Parisa Ghaderi Daneshmand Alireza Mehridehnavi Hossein Rabbani
Blind Source Separation of Retinal Pulsatile Patterns in Optic Nerve Head Video-Recordings.Ivana Labounková René Labounek Igor Nestrasil Jan Odstrcilík Ralf-Peter Tornow Radim Kolár
Short-Term Lesion Change Detection for Melanoma Screening With Novel Siamese Neural Network.Boyan Zhang Zhiyong Wang Junbin Gao Chantal Rutjes Kaitlin Nufer Dacheng Tao David Dagan Feng Scott W. Menzies
Super-Resolution Ultrasound Localization Microscopy Through Deep Learning.Ruud J. G. van Sloun Oren Solomon Matthew Bruce Zin Z. Khaing Hessel Wijkstra Yonina C. Eldar Massimo Mischi
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability.Yi Zhou Boyang Wang Lei Huang Shanshan Cui Ling Shao
SMORE: A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for MRI Using Deep Learning.Can Zhao Blake E. Dewey Dzung L. Pham Peter A. Calabresi Daniel S. Reich Jerry L. Prince
Deep Relational Reasoning for the Prediction of Language Impairment and Postoperative Seizure Outcome Using Preoperative DWI Connectome Data of Children With Focal Epilepsy.Soumyanil Banerjee Ming Dong Min-Hee Lee Nolan O'Hara Csaba Juhász Eishi Asano Jeong-Won Jeong
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation.Agisilaos Chartsias Giorgos Papanastasiou Chengjia Wang Scott Semple David E. Newby Rohan Dharmakumar Sotirios A. Tsaftaris
Volume 40, Number 2, February 2021
Javad Fotouhi Arian Mehrfard Tianyu Song Alex Johnson Greg Osgood Mathias Unberath Mehran Armand Nassir Navab
Improved Color Doppler for Cerebral Blood Flow Axial Velocity Imaging.Jianbo Tang Kivilcim Kilic Thomas L. Szabo David A. Boas
Repeatability of Linear and Nonlinear Elastic Modulus Maps From Repeat Scans in the Breast.Daniel I. Gendin Rohit Nayak Yuqi Wang Mahdi Bayat Robert T. Fazzio Assad A. Oberai Timothy J. Hall Paul E. Barbone Azra Alizad Mostafa Fatemi
Combined Spiral Transformation and Model-Driven Multi-Modal Deep Learning Scheme for Automatic Prediction of TP53 Mutation in Pancreatic Cancer.Xiahan Chen Xiaozhu Lin Qing Shen Xiaohua Qian
Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging.Qingjie Meng Jacqueline Matthew Veronika A. Zimmer Alberto Gómez David F. A. Lloyd Daniel Rueckert Bernhard Kainz
2D to 3D Evolutionary Deep Convolutional Neural Networks for Medical Image Segmentation.Tahereh Hassanzadeh Daryl Essam Ruhul A. Sarker
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Vercauteren Shaoting Zhang
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography.Zhe Jiang Zhiyu Huang Bin Qiu Xiangxi Meng Yunfei You Xi Liu Mufeng Geng Gangjun Liu Chuanqing Zhou Kun Yang Andreas Maier Qiushi Ren Yanye Lu
Adaptive Weighting Landmark-Based Group-Wise Registration on Lung DCE-MRI Images.Naxin Cai Houjin Chen Yanfeng Li Yahui Peng Jiaxin Li
Inter-Slice Context Residual Learning for 3D Medical Image Segmentation.Jianpeng Zhang Yutong Xie Yan Wang Yong Xia
Three-Dimensional Multi-Frequency Shear Wave Absolute Vibro-Elastography (3D S-WAVE) With a Matrix Array Transducer: Implementation and Preliminary In Vivo Study of the Liver.Qi Zeng Mohammad Honarvar Caitlin Schneider Shahed K. Mohammed Julio Lobo Emily H. T. Pang Kirby T. Lau Changhong Hu James Jago Siegfried R. Erb Robert Rohling Septimiu E. Salcudean
Parallel Transport Tractography.Dogu Baran Aydogan Yonggang Shi
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction.Haimiao Zhang Baodong Liu Hengyong Yu Bin Dong
High-Throughput Lossy-to-Lossless 3D Image Compression.Diego Rossinelli Gilles Fourestey Felix Schmidt Björn Busse Vartan Kurtcuoglu
Forward-Looking Multimodal Endoscopic System Based on Optical Multispectral and High-Frequency Ultrasound Imaging Techniques for Tumor Detection.Jihun Kim Hah Min Lew Jung-Hee Kim Sangyeon Youn Hasan Al Faruque An Na Seo Soo Yeun Park Jin Ho Chang Eunjoo Kim Jae Youn Hwang
Closing the Gap Between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions.Hyunseok Seo Maxime Bassenne Lei Xing
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography.Mufeng Geng Zifeng Tian Zhe Jiang Yunfei You Ximeng Feng Yan Xia Kun Yang Qiushi Ren Xiangxi Meng Andreas Maier Yanye Lu
Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep Learning.Anthony DiSpirito III Daiwei Li Tri Vu Maomao Chen Dong Zhang Jianwen Luo Roarke Horstmeyer Junjie Yao
Robust Bayesian Analysis of Early-Stage Parkinson's Disease Progression Using DaTscan Images.Yuan Zhou Sule Tinaz Hemant D. Tagare
In Silico Phase-Contrast X-Ray Imaging of Anthropomorphic Voxel-Based Phantoms.Ilian Häggmark Kian Shaker Hans M. Hertz
Spherical-Patches Extraction for Deep-Learning-Based Critical Points Detection in 3D Neuron Microscopy Images.Weixun Chen Min Liu Qi Zhan Yinghui Tan Erik Meijering Miroslav Radojevic Yaonan Wang
A Curvature-Enhanced Random Walker Segmentation Method for Detailed Capture of 3D Cell Surface Membranes.E. Josiah Lutton Sharon Collier Till Bretschneider
Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval.Erkun Yang Mingxia Liu Dongren Yao Bing Cao Chunfeng Lian Pew-Thian Yap Dinggang Shen
Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks.William Mandel Reda Oulbacha Marjolaine Roy-Beaudry Stefan Parent Samuel Kadoury
Shape-Driven EIT Reconstruction Using Fourier Representations.Dong Liu Danping Gu Danny Smyl Anil Kumar Khambampati Jiansong Deng Jiangfeng Du
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. Bayesian Approach for a Robust Speed-of-Sound Reconstruction Using Pulse-Echo Ultrasound.Volume 40, Number 1, January 2021
Haikun Qi Niccolo Fuin Gastão Cruz Jiazhen Pan Thomas Küstner Aurélien Bustin René M. Botnar Claudia Prieto
Uncertainty Aware Temporal-Ensembling Model for Semi-Supervised ABUS Mass Segmentation.Xuyang Cao Houjin Chen Yanfeng Li Yahui Peng Shu Wang Lin Cheng
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses.Jiazhou Chen Guoqiang Han Hongmin Cai Defu Yang Paul J. Laurienti Martin Styner Guorong Wu
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning.Syed Ahmed Nadeem Eric A. Hoffman Jessica C. Sieren Alejandro P. Comellas Surya P. Bhatt Igor Z. Barjaktarevic Fereidoun Abtin Punam K. Saha
DetexNet: Accurately Diagnosing Frequent and Challenging Pediatric Malignant Tumors.Yuhan Liu Minzhi Yin Shiliang Sun
Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks.Rafat Damseh Patrick Delafontaine-Martel Philippe Pouliot Farida Cheriet Frederic Lesage
Augmented Reality Guided Laparoscopic Surgery of the Uterus.Toby Collins Daniel Pizarro Simone Gasparini Nicolas Bourdel Pauline Chauvet Michel Canis Lilian Calvet Adrien Bartoli
Automated Skin Lesion Segmentation Via an Adaptive Dual Attention Module.Huisi Wu Junquan Pan Zhuoying Li Zhenkun Wen Jing Qin
Internal-Illumination Photoacoustic Tomography Enhanced by a Graded-Scattering Fiber Diffuser.Mucong Li Tri Vu Georgii Sankin Brenton Winship Kohldon Boydston Russell Terry Pei Zhong Junjie Yao
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks.Siqi Liu Arnaud Arindra Adiyoso Setio Florin C. Ghesu Eli Gibson Sasa Grbic Bogdan Georgescu Dorin Comaniciu
Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors.Feng Liu Li Wang Yifei Lou Ren-Cang Li Patrick L. Purdon
Boundary Coding Representation for Organ Segmentation in Prostate Cancer Radiotherapy.Shuai Wang Mingxia Liu Jun Lian Dinggang Shen
Improving Blood Vessel Tortuosity Measurements via Highly Sampled Numerical Integration of the Frenet-Serret Equations.Alexander Byers Brummer David Hunt Van M. Savage
SESV: Accurate Medical Image Segmentation by Predicting and Correcting Errors.Yutong Xie Jianpeng Zhang Hao Lu Chunhua Shen Yong Xia
Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation.Xu Chen Chunfeng Lian Li Wang Hannah H. Deng Tianshu Kuang Steve H. Fung Jaime Gateno Pew-Thian Yap James J. Xia Dinggang Shen
SpineParseNet: Spine Parsing for Volumetric MR Image by a Two-Stage Segmentation Framework With Semantic Image Representation.Shumao Pang Chunlan Pang Lei Zhao Yangfan Chen Zhihai Su Yujia Zhou Meiyan Huang Wei Yang Hai Lu Qianjin Feng
Regional Lung Perfusion Analysis in Experimental ARDS by Electrical Impedance and Computed Tomography.Michael Kircher Gunnar Elke Birgit Stender María Hernández Mesa Felix Schuderer Olaf Dössel Matthew Fuld Ahmed F. Halaweish Eric A. Hoffman Norbert Weiler Inéz Frerichs
Uncertainty Quantification in Deep MRI Reconstruction.Vineet Edupuganti Morteza Mardani Shreyas Vasanawala John M. Pauly
Deep Sinogram Completion With Image Prior for Metal Artifact Reduction in CT Images.Lequan Yu Zhicheng Zhang Xiaomeng Li Lei Xing
Identification of Melanoma From Hyperspectral Pathology Image Using 3D Convolutional Networks.Qian Wang Li Sun Yan Wang Mei Zhou Menghan Hu Jiangang Chen Ying Wen Qingli Li
Performance Evaluation and Compatibility Studies of a Compact Preclinical Scanner for Simultaneous PET/MR Imaging at 7 Tesla.Alan Courteau John McGrath Paul Michael Walker Rosie Pegg Gary Martin Ruslan Garipov Peter Doughty Alexandre Cochet François Brunotte Jean-Marc Vrigneaud
Fully Automatic Calibration of Tumor-Growth Models Using a Single mpMRI Scan.Klaudius Scheufele Shashank Subramanian George Biros
SiameseGAN: A Generative Model for Denoising of Spectral Domain Optical Coherence Tomography Images.Nilesh A. Kande Rupali Dakhane Ambedkar Dukkipati Phaneendra K. Yalavarthy
Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution.Eunju Cha Hyungjin Chung Eung-Yeop Kim Jong Chul Ye
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images.Dongnan Liu Donghao Zhang Yang Song Fan Zhang Lauren O'Donnell Heng Huang Mei Chen Weidong Cai
CABNet: Category Attention Block for Imbalanced Diabetic Retinopathy Grading.Along He Tao Li Ning Li Kai Wang Huazhu Fu
Optimization of MRI Gradient Coils With Explicit Peripheral Nerve Stimulation Constraints.Mathias Davids Bastien Guérin Valerie Klein Lawrence L. Wald
End-to-End Fovea Localisation in Colour Fundus Images With a Hierarchical Deep Regression Network.Ruitao Xie Jingxin Liu Rui Cao Connor S. Qiu Jiang Duan Jon Garibaldi Guoping Qiu
Wasserstein GANs for MR Imaging: From Paired to Unpaired Training.Ke Lei Morteza Mardani John M. Pauly Shreyas S. Vasanawala
Learning Geodesic Active Contours for Embedding Object Global Information in Segmentation CNNs. Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by 18F-FDG Brain PET Imaging.Xiaoxi Pan Trong-Le Phan Mouloud Adel Caroline Fossati Thierry Gaidon Julien Wojak Eric Guedj
Real-Time Gain Control of PET Detectors and Evaluation With Challenging Radionuclides.Floris Jansen Timothy W. Deller Mark D. Fries Mohammad Mehdi Khalighi Sharon L. White Lauren L. Radford Jonathan E. McConathy Suzanne E. Lapi
Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale.Jinzheng Cai Adam P. Harrison Youjing Zheng Ke Yan Yuankai Huo Jing Xiao Lin Yang Le Lu
Accelerated 3D bSSFP Using a Modified Wave-CAIPI Technique With Truncated Wave Gradients.Shi Su Zhilang Qiu Chao Luo Caiyun Shi Liwen Wan Yanjie Zhu Ye Li Xin Liu Hairong Zheng Dong Liang Haifeng Wang
A Learning-Based Microultrasound System for the Detection of Inflammation of the Gastrointestinal Tract.Shufan Yang Christina Lemke Benjamin F. Cox Ian P. Newton Inke S. Näthke Sandy Cochran
3D Neuron Microscopy Image Segmentation via the Ray-Shooting Model and a DC-BLSTM Network.Yi Jiang Weixun Chen Min Liu Yaonan Wang Erik Meijering
A Novel Multiresolution-Statistical Texture Analysis Architecture: Radiomics-Aided Diagnosis of PDAC Based on Plain CT Images.Jia-Jun Qiu Jin Yin Wei Qian Jin-Heng Liu Zi-Xing Huang Hao-Peng Yu Lin Ji Xiao-Xi Zeng
Improving Paralysis Compensation in Photon Counting Detectors.