TMI - volume 41 - 2022 论文列表 |
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Volume 41, Number 4, April 2022
Ruchika Verma Neeraj Kumar Abhijeet Patil Nikhil Cherian Kurian Swapnil Rane Amit Sethi
Comments on "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge".
Adrien Foucart Olivier Debeir Christine Decaestecker
Impedance-Optical Dual-Modal Cell Culture Imaging With Learning-Based Information Fusion.Zhe Liu Pierre-Olivier Bagnaninchi Yunjie Yang
Screening of Alzheimer's Disease With Multiwavelength Stokes Polarimetry in a Mouse Model.Mariia Borovkova Oleksii Sieryi Ivan Lopushenko Natalia Kartashkina Jens Pahnke Alexander Bykov Igor V. Meglinski
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation.Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel
3D Lightweight Network for Simultaneous Registration and Segmentation of Organs-at-Risk in CT Images of Head and Neck Cancer.Bin Huang Yufeng Ye Ziyue Xu Zongyou Cai Yan He Zhangnan Zhong Lingxiang Liu Xin Chen Hanwei Chen Bingsheng Huang
Multi-Task Fusion for Improving Mammography Screening Data Classification.Maria Wimmer Gert Sluiter David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Katja Bühler
Volumetric Parameterization of the Placenta to a Flattened Template.S. Mazdak Abulnaga Esra Abaci Turk Mikhail Bessmeltsev Patricia Ellen Grant Justin Solomon Polina Golland
FUS-Net: U-Net-Based FUS Interference Filtering.Stephen A. Lee Elisa E. Konofagou
Structure-Guided Segmentation for 3D Neuron Reconstruction.Bo Yang Min Liu Yaonan Wang Kang Zhang Erik Meijering
Correction of Motion Artifacts in Dark-Field Radiography of the Human Chest.Rafael C. Schick Thomas Koehler Wolfgang Noichl Fabio De Marco Konstantin Willer Theresa Urban Manuela Frank Thomas Pralow Ingo Maack Sven Prevrhal Bernd Lundt Alexander Fingerle Daniela Pfeiffer Julia Herzen Franz Pfeiffer
Hard Sample Aware Noise Robust Learning for Histopathology Image Classification.Chuang Zhu Wenkai Chen Ting Peng Ying Wang Mulan Jin
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images.Hong Wang Yuexiang Li Nanjun He Kai Ma Deyu Meng Yefeng Zheng
Comprehensive Assessment of Coronary Calcification in Intravascular OCT Using a Spatial-Temporal Encoder-Decoder Network.Chao Li Haibo Jia Jinwei Tian Chong He Fang Lu Kaiwen Li Yubin Gong Sining Hu Bo Yu Zhao Wang
Dual-Mode Volumetric Optoacoustic and Contrast Enhanced Ultrasound Imaging With Spherical Matrix Arrays.Justine Robin Ali Özbek Michael Reiss Xosé-Luís Dean-Ben Daniel Razansky
Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets.Laurent Chauvin Kuldeep Kumar Christian Desrosiers William M. Wells III Matthew Toews
Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation.Yue Zhao Lingming Zhang Yang Liu Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao Chunfeng Lian Dinggang Shen
Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images.Ponkrshnan Thiagarajan Pushkar Khairnar Susanta Ghosh
Sparse Coding-Enabled Low-Fluence Multi-Parametric Photoacoustic Microscopy.Zhuoying Wang Yifeng Zhou Song Hu
U-LanD: Uncertainty-Driven Video Landmark Detection.Mohammad H. Jafari Christina Luong Michael Tsang Ang Nan Gu Nathan Van Woudenberg Robert Rohling Teresa Tsang Purang Abolmaesumi
In Vivo Pulsatility Measurement of Cerebral Microcirculation in Rodents Using Dynamic Ultrasound Localization Microscopy.Chloé Bourquin Jonathan Porée Frédéric Lesage Jean Provost
Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images.Feng Shi Bojiang Chen Qiqi Cao Ying Wei Qing Zhou Rui Zhang Yaojie Zhou Wenjie Yang Xiang Wang Rongrong Fan Fan Yang Yanbo Chen Weimin Li Yaozong Gao Dinggang Shen
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis.Richard J. Chen Ming Y. Lu Jingwen Wang Drew F. K. Williamson Scott J. Rodig Neal I. Lindeman Faisal Mahmood
Volume 41, Number 3, March 2022
Ethan H. Nguyen Haichun Yang Ruining Deng Yuzhe Lu Zheyu Zhu Joseph T. Roland Le Lu Bennett A. Landman Agnes B. Fogo Yuankai Huo
Breast Thermography as an Adjunct Tool to Monitor the Chemotherapy Response in a Triple Negative BIRADS V Cancer Patient: A Case Study.Deepika Singh Ashutosh Kumar Singh Sonia Tiwari
Video-Rate Dual-Modal Wide-Beam Harmonic Ultrasound and Photoacoustic Computed Tomography.Yachao Zhang Yue Wang Puxiang Lai Lidai Wang
Graph-Based Surgical Instrument Adaptive Segmentation via Domain-Common Knowledge.Jie Liu Xiaoqing Guo Yixuan Yuan
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty.Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation.Yanda Meng Hongrun Zhang Yitian Zhao Xiaoyun Yang Yihong Qiao Ian J. C. MacCormick Xiaowei Huang Yalin Zheng
Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior.Kuang Gong Ciprian Catana Jinyi Qi Quanzheng Li
Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint.Yue Han Qiu-Hua Lin Li-Dan Kuang Xiao-Feng Gong Fengyu Cong Yu-Ping Wang Vince D. Calhoun
A Fast and Automated FMT/XCT Reconstruction Strategy Based on Standardized Imaging Space.Yu An Chang Bian Daxiang Yan Hanfan Wang Yu Wang Yang Du Jie Tian
Conservative Finite Element Modeling of EEG and MEG on Unstructured Grids.Nikolay B. Yavich Nikolay A. Koshev Mikhail S. Malovichko Alexandra Razorenova Maxim V. Fedorov
Early Melanoma Diagnosis With Sequential Dermoscopic Images.Zhen Yu Jennifer Nguyen Toan D. Nguyen John Kelly Catriona McLean C. Paul Bonnington Lei Zhang Victoria Mar Zongyuan Ge
Learning With Privileged Multimodal Knowledge for Unimodal Segmentation.Cheng Chen Qi Dou Yueming Jin Quande Liu Pheng-Ann Heng
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation.Yinghuan Shi Jian Zhang Tong Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao
Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint.Jiawei Chen Ziqi Zhang Xinpeng Xie Yuexiang Li Tao Xu Kai Ma Yefeng Zheng
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images.Kang Zhou Jing Li Weixin Luo Zhengxin Li Jianlong Yang Huazhu Fu Jun Cheng Jiang Liu Shenghua Gao
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19.Oz Frank Nir Schipper Mordehay Vaturi Gino Soldati Andrea Smargiassi Riccardo Inchingolo Elena Torri Tiziano Perrone Federico Mento Libertario Demi Meirav Galun Yonina C. Eldar Shai Bagon
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification.Yan Wang Zizhou Wang Yangqin Feng Lei Zhang
SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images.Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian V. Dalca
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention.Guotai Wang Shuwei Zhai Giovanni Lasio Baoshe Zhang Byong Yi Shifeng Chen Thomas J. Macvittie Dimitris N. Metaxas Jinghao Zhou Shaoting Zhang
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography.Hanene Ben Yedder Ben Cardoen Majid Shokoufi Farid Golnaraghi Ghassan Hamarneh
Quantitative Sound Speed Imaging of Cortical Bone and Soft Tissue: Results From Observational Data Sets.Jonathan Fincke Xiang Zhang Bonghun Shin Gregory Ely Brian W. Anthony
Volume 41, Number 2, February 2022
Juhyung Park Woojin Jung Eun-Jung Choi Se Hong Oh Jinhee Jang Dongmyung Shin Hongjun An Jongho Lee
SMU-Net: Saliency-Guided Morphology-Aware U-Net for Breast Lesion Segmentation in Ultrasound Image.Zhenyuan Ning Shengzhou Zhong Qianjin Feng Wufan Chen Yu Zhang
Predicting Embryo Viability Based on Self-Supervised Alignment of Time-Lapse Videos.Mikkel Fly Kragh Jens Rimestad Jacob Theilgaard Lassen Jørgen Berntsen Henrik Karstoft
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium.Fatmatülzehra Uslu Marta Varela Georgia Boniface Thakshayene Mahenthran Henry Chubb Anil A. Bharath
A Nonparametric Approach for Estimating Three-Dimensional Fiber Orientation Distribution Functions (ODFs) in Fibrous Materials.Adam Rauff Lucas H. Timmins Ross T. Whitaker Jeffrey A. Weiss
Semantic-Oriented Labeled-to-Unlabeled Distribution Translation for Image Segmentation.Xiaoqing Guo Jie Liu Yixuan Yuan
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data.Jun Chen Heye Zhang Raad Mohiaddin Tom Wong David N. Firmin Jennifer Keegan Guang Yang
Content-Noise Complementary Learning for Medical Image Denoising.Mufeng Geng Xiangxi Meng Jiangyuan Yu Lei Zhu Lujia Jin Zhe Jiang Bin Qiu Hui Li Hanjing Kong Jianmin Yuan Kun Yang Hongming Shan Hongbin Han Zhi Yang Qiushi Ren Yanye Lu
MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images.Meng Wang Weifang Zhu Fei Shi Jinzhu Su Haoyu Chen Kai Yu Yi Zhou Yuanyuan Peng Zhongyue Chen Xinjian Chen
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network.Jiabo Ma Sibo Liu Shenghua Cheng Ruixi Chen Xiuli Liu Li Chen Shaoqun Zeng
Image Correlation-Based Method to Assess Ciliary Beat Frequency in Human Airway Organoids.Woo June Choi Jung-Ki Yoon Bjorn Paulson Chang-Hoon Lee Jae-Joon Yim Jong-Il Kim Jun Ki Kim
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference.Raghav Mehta Thomas Christinck Tanya Nair Aurélie Bussy Swapna Premasiri Manuela Costantino M. Mallar Chakravarthy Douglas L. Arnold Yarin Gal Tal Arbel
Machine Learning-Based Noninvasive Quantification of Single-Imaging Session Dual-Tracer 18F-FDG and 68Ga-DOTATATE Dynamic PET-CT in Oncology.Wenxiang Ding Jiangyuan Yu Chaojie Zheng Peng Fu Qiu Huang David Dagan Feng Zhi Yang Richard L. Wahl Yun Zhou
Real-Time Non-Rigid 3D Respiratory Motion Estimation for MR-Guided Radiotherapy Using MR-MOTUS.Niek R. F. Huttinga Tom Bruijnen Cornelis A. T. van den Berg Alessandro Sbrizzi
Embryo Grading With Unreliable Labels Due to Chromosome Abnormalities by Regularized PU Learning With Ranking.Masashi Nagaya Norimichi Ukita
A Joint Framework for Denoising and Estimating Diffusion Kurtosis Tensors Using Multiple Prior Information.Li Guo Jian Lyu Zhe Zhang Jinping Shi Qianjin Feng Yanqiu Feng Mingyong Gao Xinyuan Zhang
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm.Jiahong Wei Guijie Zhu Zhun Fan Jinchao Liu Yibiao Rong Jiajie Mo Wenji Li Xinjian Chen
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction.Dominik Narnhofer Alexander Effland Erich Kobler Kerstin Hammernik Florian Knoll Thomas Pock
Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound.Shujaat Khan Jaeyoung Huh Jong Chul Ye
Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT.Jinkui Hao Fei Li Huaying Hao Huazhu Fu Yanwu Xu Risa Higashita Xiulan Zhang Jiang Liu Yitian Zhao
Volume 41, Number 1, January 2022
Yang Li Jingyu Liu Yiqiao Jiang Yu Liu Baiying Lei
Identifying Women With Mammographically- Occult Breast Cancer Leveraging GAN-Simulated Mammograms. Global-Local Transformer for Brain Age Estimation.Sheng He Patricia Ellen Grant Yangming Ou
Learning a Model-Driven Variational Network for Deformable Image Registration.Xi Jia Alexander Thorley Wei Chen Huaqi Qiu Linlin Shen Iain B. Styles Hyung Jin Chang Ales Leonardis Antonio de Marvao Declan P. O'Regan Daniel Rueckert Jinming Duan
Relation-Aware Shared Representation Learning for Cancer Prognosis Analysis With Auxiliary Clinical Variables and Incomplete Multi-Modality Data.Zhenyuan Ning Denghui Du Chao Tu Qianjin Feng Yu Zhang
Reducing the Effects of Motion Artifacts in fMRI: A Structured Matrix Completion Approach.Arvind Balachandrasekaran Alexander Li Cohen Onur Afacan Simon K. Warfield Ali Gholipour
Training Deep Network Ultrasound Beamformers With Unlabeled In Vivo Data.Jaime Tierney Adam Luchies Christopher Khan Jennifer Baker Daniel B. Brown Brett C. Byram Matthew Berger
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis.Shengye Hu Baiying Lei Shuqiang Wang Yong Wang Zhiguang Feng Yanyan Shen
Full Characterization of in vivo Muscle as an Elastic, Incompressible, Transversely Isotropic Material Using Ultrasonic Rotational 3D Shear Wave Elasticity Imaging.Anna E. Knight Courtney A. Trutna Ned C. Rouze Lisa D. Hobson-Webb Annette Caenen Felix Q. Jin Mark L. Palmeri Kathryn Nightingale
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation.Xiaoting Han Lei Qi Qian Yu Ziqi Zhou Yefeng Zheng Yinghuan Shi Yang Gao
Recovery of Blood Flow From Undersampled Photoacoustic Microscopy Data Using Sparse Modeling.Sushanth G. Sathyanarayana Zhuoying Wang Naidi Sun Bo Ning Song Hu John A. Hossack
Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation.Gengxin Xu Chen Liu Jun Liu Zhongxiang Ding Feng Shi Man Guo Wei Zhao Xiaoming Li Ying Wei Yaozong Gao Chuan-Xian Ren Dinggang Shen
Model-Driven Deep Learning Method for Pancreatic Cancer Segmentation Based on Spiral-Transformation.Xiahan Chen Zihao Chen Jun Li Yu-Dong Zhang Xiaozhu Lin Xiaohua Qian
Distortion-Free Diffusion Imaging Using Self-Navigated Cartesian Echo-Planar Time Resolved Acquisition and Joint Magnitude and Phase Constrained Reconstruction.Erpeng Dai Philip K. Lee Zijing Dong Fanrui Fu Kawin Setsompop Jennifer A. McNab
Joint Reconstruction of Vascular Structure and Function Maps in Dynamic Contrast Enhanced MRI Using Vascular Heterogeneity Priors.Joon Sik Park Seung-Hong Choi Chul-Ho Sohn Jaeseok Park
Integrated Multi-Modal Antenna With Coupled Radiating Structures (I-MARS) for 7T pTx Body MRI.Aurelien Destruel Jin Jin Ewald Weber Mingyan Li Craig Engstrom Feng Liu Stuart Crozier
Improved Multi-Echo Gradient-Echo-Based Myelin Water Fraction Mapping Using Dimensionality Reduction. Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI.Kübra Keskin Ugur Yilmaz Tolga Çukur
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography.Heyi Li Dongdong Chen William H. Nailon Mike E. Davies David I. Laurenson