TITB - volume 26 - 2022 论文列表 |
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Volume 26, Number 3, March 2022
Wei Zhang Xiaoli Xue Xiaoying Zheng Zizhu Fan
Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution. Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers.
Alberto Blanco Alicia Pérez Arantza Casillas
Explainable Dynamic Multimodal Variational Autoencoder for the Prediction of Patients With Suspected Central Precocious Puberty.Yiming Xu Xiaohong Liu Liyan Pan Xiaojian Mao Huiying Liang Guangyu Wang Ting Chen
Impulse Data Models for the Inverse Problem of Electrocardiography.Tommy Peng Avinash Malik Laura R. Bear Mark L. Trew
DocR-BERT: Document-Level R-BERT for Chemical-Induced Disease Relation Extraction via Gaussian Probability Distribution.Zhengguang Li Heng Chen Ruihua Qi Hongfei Lin Huayue Chen
Generalization of Deep Learning Gesture Classification in Robotic-Assisted Surgical Data: From Dry Lab to Clinical-Like Data.Danit Itzkovich Yarden Sharon Anthony M. Jarc Yael Refaely Ilana Nisky
Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions.Eunji Kim Seonghwan Park Seunghyeon Hwang Inkyu Moon Bahram Javidi
Particle Swarm Optimized Gaussian Process Classifier for Treatment Discontinuation Prediction in Multicohort Metastatic Castration-Resistant Prostate Cancer Patients.Olutomilayo Olayemi Petinrin Xiangtao Li Ka-Chun Wong
Labeling Self-Tracked Menstrual Health Records With Hidden Semi-Markov Models. Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data.Alan David Kaplan Qi Cheng K. Aditya Mohan Lindsay D. Nelson Sonia Jain Harvey Levin Abel Torres-Espin Austin Chou J. Russell Huie Adam R. Ferguson Michael McCrea Joseph Giacino Shivshankar Sundaram Amy J. Markowitz Geoffrey T. Manley
Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network.Chae Hwa Yoo Hyang Woon Lee Je-Won Kang
Improving Non-Invasive Aspiration Detection With Auxiliary Classifier Wasserstein Generative Adversarial Networks.Kechen Shu Shitong Mao James L. Coyle Ervin Sejdic
3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation.Ruikun Li Yi-Jie Huang Huai Chen Xiaoqing Liu Yizhou Yu Dahong Qian Lisheng Wang
Learning From Highly Confident Samples for Automatic Knee Osteoarthritis Severity Assessment: Data From the Osteoarthritis Initiative.Yifan Wang Zhaori Bi Yuxue Xie Tao Wu Xuan Zeng Shuang Chen Dian Zhou
SDoF-Net: Super Depth of Field Network for Cell Detection in Leucorrhea Micrograph.Xiaohui Du Xiangzhou Wang Guangming Ni Jing Zhang Ruqian Hao Jiaxi Zhao Xudong Wang Juanxiu Liu Lin Liu
Convolutional Neural Network With Sparse Strategies to Classify Dynamic Functional Connectivity.Junzhong Ji Zhihui Chen Cuicui Yang
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment.Chao Chen Zhihong Chen Xinyu Jin Lanjuan Li William Speier Corey W. Arnold
Deep Attention and Graphical Neural Network for Multiple Sclerosis Lesion Segmentation From MR Imaging Sequences.Zhanlan Chen Xiuying Wang Jing Huang Jie Lu Jiangbin Zheng
Application of a Deep-Learning Technique to Non-Linear Images From Human Tissue Biopsies for Shedding New Light on Breast Cancer Diagnosis.Vassilis Tsafas Iason Oikonomidis Evangelia Gavgiotaki Eleftheria Tzamali Georgios Tzedakis Costas Fotakis Irene Athanassakis George Filippidis
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching.Yuting He Tiantian Li Rongjun Ge Jian Yang Youyong Kong Jian Zhu Huazhong Shu Guanyu Yang Shuo Li
Assessment of Parkinson's Disease Severity From Videos Using Deep Architectures.Zhao Yin Victor Geraedts Ziqi Wang Maria Fiorella Contarino Hamdi Dibeklioglu Jan van Gemert
Multi-Scale Binary Pattern Encoding Network for Cancer Classification in Pathology Images.Trinh Thi Le Vuong Boram Song Kyungeun Kim Yong M. Cho Jin Tae Kwak
Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation.Xiangyu Li Gongning Luo Wei Wang Kuanquan Wang Yue Gao Shuo Li
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI.Xiaofeng Liu Fangxu Xing Chao Yang Chung-Chieh Jay Kuo Suma Babu Georges El Fakhri Thomas Jenkins Jonghye Woo
HD-RDS-UNet: Leveraging Spatial-Temporal Correlation Between the Decoder Feature Maps for Lymphoma Segmentation.Meng Wang Huiyan Jiang Tianyu Shi Yu-Dong Yao
Regression and Classification of Alzheimer's Disease Diagnosis Using NMF-TDNet Features From 3D Brain MR Image. Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images.Qing Liu Haotian Liu Yang Zhao Yixiong Liang
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images.Yangqin Feng Xinxing Xu Yan Wang Xiaofeng Lei Soo Kng Teo Jordan Zheng Ting Sim Yonghan Ting Liangli Zhen Joey Tianyi Zhou Yong Liu Cher Heng Tan
Score, Rank, and Decision-Level Fusion Strategies of Multicode Electromyogram-Based Verification and Identification Biometrics.Ashirbad Pradhan Jiayuan He Ning Jiang
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs.Rong Tao Shulin Zhang Yuexia Wang Xianqiang Mi Jian Ma Chengxing Shen Guoyan Zheng
Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions.Kosuke Fukumori Noboru Yoshida Hidenori Sugano Madoka Nakajima Toshihisa Tanaka
Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis.Xiao Gu Yao Guo Guang-Zhong Yang Benny Lo
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels.Amir Hossein Ansari Kirubin Pillay Anneleen Dereymaeker Katrien Jansen Sabine Van Huffel Gunnar Naulaers Maarten De Vos
Towards Automated Assessment of Frailty Status Using a Wrist-Worn Device.Domenico Minici Guglielmo Cola Antonella Giordano Silvana Antoci Elena Girardi Mauro Di Bari Marco Avvenuti
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection.Mohammad Shahbakhti Matin Beiramvand Izabela Rejer Piotr Augustyniak Anna Broniec-Wójcik Michal Wierzchon Vaidotas Marozas
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis.Dominik Klepl Fei He Min Wu Matteo De Marco Daniel J. Blackburn Ptolemaios G. Sarrigiannis
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System.Ardhendu Sekhar Soumen Biswas Ranjay Hazra Arun Kumar Sunaniya Amrit Mukherjee Lixia Yang
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems.Priyan Malarvizhi Kumar Choong Seon Hong Fatemeh Afghah Gunasekaran Manogaran Keping Yu Qiaozhi Hua Jiechao Gao
A Cloud Approach for Melanoma Detection Based on Deep Learning Networks.Luigi Di Biasi Alessia Auriemma Citarella Michele Risi Genoveffa Tortora
Wrist-Worn Hand Gesture Recognition While Walking via Transfer Learning.Peiqi Kang Jinxuan Li Bingfei Fan Shuo Jiang Peter B. Shull
HarMI: Human Activity Recognition Via Multi-Modality Incremental Learning.Xiao Zhang Hongzheng Yu Yang Yang Jingjing Gu Yujun Li Fuzhen Zhuang Dongxiao Yu Zhaochun Ren
Guest Editorial Emerging IoT-Driven Smart Health: From Cloud to Edge.Volume 26, Number 2, February 2022
Seungwon Jung Jaeuk Moon Sungwoo Park Eenjun Hwang
Head-Mounted Augmented Reality Platform for Markerless Orthopaedic Navigation.Xue Hu Ferdinando Rodriguez y Baena Fabrizio Cutolo
Personalized Real-Time Federated Learning for Epileptic Seizure Detection.Saleh Baghersalimi Tomás Teijeiro David Atienza Amir Aminifar
Classification of Wideband Tympanometry by Deep Transfer Learning With Data Augmentation for Automatic Diagnosis of Otosclerosis.Leixin Nie Chao Li Franck Marzani Haibin Wang François Thibouw Alexis Bozorg Grayeli
Multi-Branching Temporal Convolutional Network for Sepsis Prediction. Interpreting Depression From Question-Wise Long-Term Video Recording of SDS Evaluation.Wanqing Xie Lizhong Liang Yao Lu Chen Wang Jihong Shen Hui Luo Xiaofeng Liu
Category-Aware Chronic Stress Detection on Microblogs.Lei Cao Huijun Zhang Ningyun Li Xin Wang Wisong Ri Ling Feng
A Post-Hoc Interpretable Ensemble Model to Feature Effect Analysis in Warfarin Dose Prediction for Chinese Patients.Yuzhen Zhang Cheng Xie Ling Xue Yanyun Tao Guoqi Yue Bin Jiang
Harmony Loss for Unbalanced Prediction.Yu Fu Peng Xue Meirong Ren Enqing Dong
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis.Niamh McCombe Shuo Liu Xuemei Ding Girijesh Prasad Magda Bucholc David P. Finn Stephen Todd Paula L. McClean KongFatt Wong-Lin
The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions - A Case Study on the Microvascular Complications of Diabetes.Breanna P. Swan Maria E. Mayorga Julie S. Ivy
Multilevel Survival Modeling With Structured Penalties for Disease Prediction From Imaging Genetics Data. DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI.Jian-Wei Zhang Wei Chen K. Ina Ly Xubin Zhang Fan Yan Justin Jordan Gordon J. Harris Scott Plotkin Pengyi Hao Wenli Cai
An O-Shape Neural Network With Attention Modules to Detect Junctions in Biomedical Images Without Segmentation.Yuqiang Zhang Min Liu Fuhao Yu Tieyong Zeng Yaonan Wang
Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning.Hongxu Yang Caifeng Shan Arthur Bouwman Lukas R. C. Dekker Alexander F. Kolen Peter H. N. de With
APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images.Yuzhou Zhuang Hong Liu Enmin Song Guangzhi Ma Xiangyang Xu Chih-Cheng Hung
Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets.Charmaine Chia Matteo Sesia Chi-Sing Ho Stefanie S. Jeffrey Jennifer A. Dionne Emmanuel J. Candès Roger T. Howe
HID: The Hybrid Image Decomposition Model for MRI and CT Fusion.Rui Zhu Xiongfei Li Xiaoli Zhang Jing Wang
Multiparametric Quantitative US Examination of Liver Fibrosis: A Feature-Engineering and Machine-Learning Based Analysis.Huiying Wen Wei Zheng Min Li Qing Li Qiang Liu Jianhua Zhou Zhong Liu Xin Chen
Breast Cancer Detection Using Multimodal Time Series Features From Ultrasound Shear Wave Absolute Vibro-Elastography.Yanan Shao Hoda S. Hashemi Paula Gordon Linda Warren Z. Jane Wang Robert Rohling Septimiu Salcudean
Anomalous Gait Feature Classification From 3-D Motion Capture Data.Suil Jeon Kyoung Min Lee Seungbum Koo
A Photogrammetric Method for the Measurement of Three-Dimensional Cervical Range of Motion. Multimodal Disentangled Variational Autoencoder With Game Theoretic Interpretability for Glioma Grading.Jianhong Cheng Min Gao Jin Liu Hailin Yue Hulin Kuang Jun Liu Jianxin Wang
Machine Learning Algorithms Versus Thresholding to Segment Ischemic Regions in Patients With Acute Ischemic Stroke.Luca Tomasetti Liv Jorunn Høllesli Kjersti Engan Kathinka Dæhli Kurz Martin Wilhelm Kurz Mahdieh Khanmohammadi
Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images.Changqing Yang Xinxin Zhou Weifang Zhu Dehui Xiang Zhongyue Chen Jin Yuan Xinjian Chen Fei Shi
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation.Zhizhe Liu Zhenfeng Zhu Shuai Zheng Yang Liu Jiayu Zhou Yao Zhao
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification.Yingxue Xu Guihua Wen Pei Yang Baochao Fan Yang Hu Mingnan Luo Changjun Wang
DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation.Yue Zhang Chengtao Peng Liying Peng Yingying Xu Lanfen Lin Ruofeng Tong Zhiyi Peng Xiongwei Mao Hongjie Hu Yen-Wei Chen Jingsong Li
Brain Fingerprinting and Lie Detection: A Study of Dynamic Functional Connectivity Patterns of Deception Using EEG Phase Synchrony Analysis.Junfeng Gao Lingyun Gu Xiangde Min Pan Lin Chenhong Li Quan Zhang Nini Rao
Investigating of Deaf Emotion Cognition Pattern By EEG and Facial Expression Combination.Yi Yang Qiang Gao Yu Song Xiaolin Song Zemin Mao Junjie Liu
Wide-Range Motion Recognition Through Insole Sensor Using Multi-Walled Carbon Nanotubes and Polydimethylsiloxane Composites.Jae Sang Heo Rahim Soleymanpour Jessica Lam Daniel Goldberg Edward Large Sung Kyu Park Insoo Kim
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks.Teeranan Pokaprakarn Rebecca Kitzmiller J. Randall Moorman Douglas E. Lake Ashok K. Krishnamurthy Michael R. Kosorok
Multi-Site Pulse Transit Times, Beat-to-Beat Blood Pressure, and Isovolumic Contraction Time at Rest and Under Stressors.Marco Di Rienzo Alberto Avolio Giovannibattista Rizzo Zeynep Melike Isilay Luisa Cucugliato
Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data.Minsoo Yeo Hoonsuk Byun Jiyeon Lee Jungick Byun Hak-Young Rhee Wonchul Shin Heenam Yoon
Impact of the PPG Sampling Rate in the Pulse Rate Variability Indices Evaluating Several Fiducial Points in Different Pulse Waveforms.María Dolores Peláez-Coca Alberto Hernando Jesús Lázaro Eduardo Gil
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals.Theekshana Dissanayake Tharindu Fernando Simon Denman Sridha Sridharan Clinton Fookes
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN.MohammadReza Mohebbian Seyed Shahim Vedaei Khan A. Wahid Anh Dinh Hamid Reza Marateb Kouhyar Tavakolian
Estimation of Sleep Stages Analyzing Respiratory and Movement Signals.Maksym Gaiduk Juan José Perea Ralf Seepold Natividad Martínez Madrid Thomas Penzel Martin Glos Juan Antonio Ortega
End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning.Cyprian Mataczynski Agnieszka Kazimierska Agnieszka Uryga Malgorzata Burzynska Andrzej Rusiecki Magdalena Kasprowicz
An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19.Xiaofang Xia Yang Liu Bo Yang Yingfan Liu Jiangtao Cui Yinlong Zhang
Volume 26, Number 1, January 2022
Wanyi Fu Shobhit Sharma Ehsan Abadi Alexandros-Stavros Iliopoulos Qi Wang Joseph Y. Lo Xiaobai Sun William Paul Segars Ehsan Samei
Exploring the Role of the Internet, Care Quality and Communication in Shaping Mental Health: Analysis of the Health Information National Trends Survey.Avishek Choudhury Onur Asan Turki Alelyani
Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization.Chuan-Yuan Wang Ying-Lian Gao Xiang-Zhen Kong Jin-Xing Liu Chun-Hou Zheng
Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization.Yulian Ding Xiujuan Lei Bo Liao Fang-Xiang Wu
A Multitask Learning Approach to Personalized Blood Glucose Prediction.John Daniels Pau Herrero Pantelis Georgiou
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data.Zina M. Ibrahim Daniel Bean Thomas Searle Linglong Qian Honghan Wu Anthony Shek Zeljko Kraljevic James Galloway Sam Norton James T. Teo Richard J. B. Dobson
Stroke Risk Prediction With Hybrid Deep Transfer Learning Framework.Jie Chen Yingru Chen Jianqiang Li Jia Wang Zijie Lin Asoke K. Nandi
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals.Cristhyne León Sandie Cabon Hugues Patural Géraldine Gascoin Cyril Flamant Jean-Michel Roué Géraldine Favrais Alain Beuchée Patrick Pladys Guy Carrault
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.Julian Theis William L. Galanter Andrew D. Boyd Houshang Darabi
A Unified Machine Reading Comprehension Framework for Cohort Selection.Ying Xiong Weihua Peng Qingcai Chen Zhengxing Huang Buzhou Tang
Scale-Adaptive Deep Model for Bacterial Raman Spectra Identification.Lin Deng Yuzhong Zhong Maoning Wang Xiujuan Zheng Jianwei Zhang
Cell Localization and Counting Using Direction Field Map.Yajie Chen Dingkang Liang Xiang Bai Yongchao Xu Xin Yang
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip.Xindi Hu Limin Wang Xin Yang Xu Zhou Wufeng Xue Yan Cao Shengfeng Liu Yuhao Huang Shuangping Guo Ning Shang Dong Ni Ning Gu
Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine.Bangming Gong Jing Shi Xiangmin Han Huan Zhang Yuemin Huang Liwei Hu Jun Wang Jun Du Jun Shi
Automatic Assessment of Pectus Excavatum Severity From CT Images Using Deep Learning.Bruno Silva Inês Pessanha Jorge Correia-Pinto Jaime C. Fonseca Sandro F. Queiros
Multi-Level Attention Network for Retinal Vessel Segmentation.Yuchen Yuan Lei Zhang Lituan Wang Haiying Huang
Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images.Yue Zhou Houjin Chen Yanfeng Li Xuyang Cao Shu Wang Dinggang Shen
Rubik-Net: Learning Spatial Information via Rotation-Driven Convolutions for Brain Segmentation.Xiao Luan Xinyu zheng Weisheng Li Linghui Liu Yucheng Shu Yi Guo
Reconstruction of Missing Samples in Antepartum and Intrapartum FHR Measurements Via Mini-Batch-Based Minimized Sparse Dictionary Learning.Yefei Zhang Zhidong Zhao Yanjun Deng Xiaohong Zhang Yu Zhang
WeDea: A New EEG-Based Framework for Emotion Recognition.Sun-Hee Kim Hyung-Jeong Yang Thi Anh Ngoc Nguyen Sunil Kumar Prabhakar Seong-Whan Lee
Humanoid Robot Based Platform to Evaluate the Efficacy of Using Inertial Sensors for Spasticity Assessment in Cerebral Palsy.Nicholas J. Cooney Atul S. Minhas
Modeling and Reproducing Textile Sensor Noise: Implications for Textile-Compatible Signal Processing Algorithms.Yupeng Tian Muammar Kabir Mohammad Abdizadeh Behnaz Poursartip Amin Mahnam Presish Bhattachan Ladan Eskandarian Milad Alizadeh Meghrazi Idir Mellal Milos R. Popovic Milad Lankarany
Human Gait Analysis in Neurodegenerative Diseases: A Review.Grazia Cicirelli Donato Impedovo Vincenzo Dentamaro Roberto Marani Giuseppe Pirlo Tiziana D'Orazio
Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach.Jared Leitner Po-Han Chiang Sujit Dey
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network.Jianbiao Xiao Jiahao Liu Huanqi Yang Qingsong Liu Ning Wang Zhen Zhu Yulong Chen Yu Long Liang Chang Liang Zhou Jun Zhou
Detection of COVID-19 With CT Images Using Hybrid Complex Shearlet Scattering Networks.Qingyun Ren Bingyin Zhou Liang Tian Wei Guo
Mobility and COVID-19 in Andorra: Country-Scale Analysis of High-Resolution Mobility Patterns and Infection Spread.Ronan Doorley Alex Berke Ariel Noyman Luis Alonso Josep Ribó Vanesa Arroyo Marc Pons Kent Larson
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data.Yuexiang Li Jiawei Chen Dong Wei Yanchun Zhu Jianrong Wu Junfeng Xiong Yadong Gang Wenbo Sun Haibo Xu Tianyi Qian Kai Ma Yefeng Zheng
Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT.Heekyung Koh Tae Young Park Yong An Chung Jong-Hwan Lee Hyungmin Kim
DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks.Sukun Tian Miaohui Wang Ning Dai Haifeng Ma Linlin Li Luca Fiorenza Yuchun Sun Yangmin Li
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN.Yi Zhou Kai Yu Meng Wang Yuhui Ma Yuanyuan Peng Zhongyue Chen Weifang Zhu Fei Shi Xinjian Chen
Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation.Lalith Sharan Gabriele Romano Sven Koehler Halvar Kelm Matthias Karck Raffaele De Simone Sandy Engelhardt
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.Ziyue Zhang Zexuan Ji Qiang Chen Songtao Yuan Wen Fan
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets.Jun Chen Guang Yang Habib Khan Heye Zhang Yanping Zhang Shu Zhao Raad Mohiaddin Tom Wong David N. Firmin Jennifer Keegan
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation.Haijun Lei Weixin Liu Hai Xie Benjian Zhao Guanghui Yue Baiying Lei
Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation.Jun Li Chaolu Feng Xiaozhu Lin Xiaohua Qian
Constraint-Based Unsupervised Domain Adaptation Network for Multi-Modality Cardiac Image Segmentation. DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images.Yi Zhou Boyang Wang Xiaodong He Shanshan Cui Ling Shao
Explainable Diabetic Retinopathy Detection and Retinal Image Generation.Yuhao Niu Lin Gu Yitian Zhao Feng Lu
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease.Xingyu Gao Feng Shi Dinggang Shen Manhua Liu
Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement.Bo Peng Bingzheng Liu Yi Bin Lili Shen Jianjun Lei
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence.Bo Zhan Di Li Xi Wu Jiliu Zhou Yan Wang
A Progressive Generative Adversarial Method for Structurally Inadequate Medical Image Data Augmentation.Ruixuan Zhang Wenhuan Lu Xi Wei Jialin Zhu Han Jiang Zhiqiang Liu Jie Gao Xuewei Li Jian Yu Mei Yu Ruiguo Yu
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing.