Title
Empowering Medical Imaging with Artificial Intelligence: A Review of Machine Learning Approaches for the Detection, and Segmentation of COVID-19 Using Radiographic and Tomographic Images Sayed Amir Mousavi Mobarakeh K. Kazemi A. Aarabi H. Danyali 32 2 0 13 Jan 2024
Attention-based 3D CNN with Multi-layer Features for Alzheimer's Disease Diagnosis using Brain Images Yanteng Zhang Qizhi Teng Xiaohai He Tong Niu Lipei Zhang Yan Liu Chao Ren MedIm 19 7 0 10 Aug 2023
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models Sheng Wang Zihao Zhao Xi Ouyang Qian Wang Dinggang Shen LM&MA MedIm 40 140 0 14 Feb 2023
Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis Yonghao Li Tao Zhou Kelei He Yi Zhou Dinggang Shen ViT MedIm 25 23 0 02 Dec 2022
CNN-based Local Vision Transformer for COVID-19 Diagnosis Hongyan Xu Xiu Su Dadong Wang ViT MedIm 30 2 0 05 Jul 2022
Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis Hongyan Xu Dadong Wang Arcot Sowmya 24 1 0 04 Jul 2022
3D unsupervised anomaly detection and localization through virtual multi-view projection and reconstruction: Clinical validation on low-dose chest computed tomography Kyungsu Kim S. Oh J. Lee M. Chung 19 3 0 18 Jun 2022
Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window Qiuli Wang Xin Tan Chen Liu 26 0 0 08 Jun 2022
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Cheng Bian Chenglang Yuan Kai Ma Shuang Yu Dong Wei Yefeng Zheng VLM MedIm 17 31 0 19 Mar 2022
Knee Cartilage Defect Assessment by Graph Representation and Surface Convolution Zixu Zhuang Liping Si Sheng Wang Kai Xuan Xi Ouyang ... Zhong Xue Lichi Zhang Dinggang Shen Weiwu Yao Qian Wang 37 5 0 12 Jan 2022
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images Qinghao Ye Yuan Gao Weiping Ding Z. Niu Chengjia Wang ... Minhao Wang E. Fang Wade Menpes-Smith Jun Xia Guang Yang OOD 34 33 0 09 Dec 2021
Advancement of Deep Learning in Pneumonia and Covid-19 Classification and Localization: A Qualitative and Quantitative Analysis Aakash Shah Manan A. Shah 18 0 0 16 Nov 2021
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation Gengxin Xu Chen Liu Jun Liu Z. Ding F. Shi ... Xiaoming Li Ying Wei Yaozong Gao Chuan-Xian Ren Dinggang Shen OOD 37 36 0 08 Sep 2021
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation Minghui Zhang Xin Yu Hanxiao Zhang Hao Zheng Weihao Yu Hong Pan Xiang-Ran Cai Yun Gu 3DPC 19 21 0 07 Sep 2021
DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19 Chengtao Peng Yunfei Long Senhua Zhu Dandan Tu Bin Li 42 0 0 03 Aug 2021
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning Manvel Avetisian I. Burenko K. Egorov V. Kokh A. Nesterov A. Nikolaev Alexander Ponomarchuk Elena Sokolova Alexander Tuzhilin Dmitry Umerenkov OOD 34 5 0 25 May 2021
DARNet: Dual-Attention Residual Network for Automatic Diagnosis of COVID-19 via CT Images Jun Shi Huite Yi Shulan Ruan Zhaohui Wang Xiaoyu Hao Hong An Wei Wei 30 3 0 14 May 2021
Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study Qinghao Ye Jun Xia Guang Yang 26 57 0 25 Apr 2021
Automatic Diagnosis of COVID-19 from CT Images using CycleGAN and Transfer Learning Navid Ghassemi A. Shoeibi Marjane Khodatars Jónathan Heras Alireza Rahimi A. Zare R. B. Pachori Juan M Gorriz MedIm 35 56 0 24 Apr 2021
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng Leyi Wei R. Su OOD MedIm 46 47 0 20 Apr 2021
CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge Distillation Y. Oh Jong Chul Ye MedIm 30 3 0 13 Apr 2021
RCoNet: Deformable Mutual Information Maximization and High-order Uncertainty-aware Learning for Robust COVID-19 Detection Shunjie Dong Qianqian Yang Yu Fu Mei Tian Cheng Zhuo OOD 25 42 0 22 Feb 2021
Detection and severity classification of COVID-19 in CT images using deep learning Yazan Qiblawey Anas Tahir M. Chowdhury Amith Khandakar S. Kiranyaz Tawsifur Rahman Nabil Ibtehaz S. Mahmud Somaya Al-Madeed F. Musharavati 30 109 0 15 Feb 2021
D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism Xiangyu Zhao Peng Zhang Fan Song Guangda Fan Yangyang Sun Yujia Wang Zheyuan Tian Luqi Zhang Guanglei Zhang MedIm 19 15 0 10 Feb 2021
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond Guang Yang Qinghao Ye Jun Xia 92 482 0 03 Feb 2021
Automatic Detection of B-lines in Lung Ultrasound Videos From Severe Dengue Patients H. Kerdegari P. T. Nhat A. McBride Vital Consortium Reza Razavi N. V. Hao L. Thwaites S. Yacoub Alberto Gómez 28 9 0 01 Feb 2021
Exploiting Shared Knowledge from Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation Yichi Zhang Qingcheng Liao Lin Yuan He Zhu Jiezhen Xing Jicong Zhang 54 23 0 31 Dec 2020
Diagnosis/Prognosis of COVID-19 Images: Challenges, Opportunities, and Applications Arash Mohammadi Yingxu Wang Nastaran Enshaei Parnian Afshar F. Naderkhani A. Oikonomou M. Rafiee H. C. R. Oliveira Svetlana Yanushkevich Konstantinos N. Plataniotis LM&MA 30 5 0 28 Dec 2020
Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies Weronika Hryniewska Przemysław Bombiński P. Szatkowski Paulina Tomaszewska A. Przelaskowski P. Biecek OOD 32 47 0 11 Dec 2020
Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images Qing Liu Haotian Liu Yixiong Liang 17 11 0 03 Dec 2020
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 Aoxiao Zhong Xiang Li Dufan Wu Hui Ren Kyungsang Kim ... W. Chung Ning Guo I. Dayan M. Kalra Quanzheng Li 24 64 0 26 Nov 2020
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan Dong Yang Ziyue Xu Wenqi Li Andriy Myronenko H. Roth ... Hitoshi Mori K. Tamura P. An Bradford J. Wood Daguang Xu OOD FedML 29 27 0 23 Nov 2020
FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection Zhi Qiao Austin Bae Lucas Glass Cao Xiao Jimeng Sun 39 30 0 30 Oct 2020
Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray Jianjia Zhang 19 2 0 27 Oct 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images Lucas O. Teixeira R. M. Pereira Diego Bertolini Luiz Eduardo Soares de Oliveira L. Nanni George D. C. Cavalcanti Yandre M. G. Costa 23 114 0 21 Sep 2020
Improving Automated COVID-19 Grading with Convolutional Neural Networks in Computed Tomography Scans: An Ablation Study Coen de Vente L. Boulogne K. V. Venkadesh Cheryl Sital Nikolas Lessmann Colin Jacobs C. Sánchez Bram van Ginneken 6 13 0 21 Sep 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 24 162 0 15 Sep 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review A. Shoeibi Marjane Khodatars M. Jafari Navid Ghassemi Delaram Sadeghi ... Z. Sani F. Khozeimeh S. Nahavandi U. Acharya Juan M Gorriz 51 178 0 16 Jul 2020
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging R. Kumar A. Khan Sinmin Zhang Jay Kumar Wenyong Wang Yousif Abuidris Zakria Waqas Amin Sidra Shafiq WenYong Wang OOD FedML 31 325 0 10 Jul 2020
A Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 32 11 0 09 Jun 2020
Learning Diagnosis of COVID-19 from a Single Radiological Image Pengyi Zhang Yunxin Zhong Xiaoying Tang Yu-Cheng Deng Xiaoqiong Li MedIm 17 8 0 06 Jun 2020
Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan Xiaofeng Zhu Bin Song F. Shi Yanbo Chen Rongyao Hu ... Man Li Liye Wang Yaozong Gao F. Shan Dinggang Shen 33 62 0 07 May 2020
Hypergraph Learning for Identification of COVID-19 with CT Imaging Donglin Di F. Shi Fuhua Yan L. Xia Zhanhao Mo ... Miaofei Han Yaozong Gao H. Sui Yue Gao Dinggang Shen OOD 32 67 0 07 May 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning F. Shan Yaozong Gao Jun Wang Weiya Shi N. Shi Miaofei Han Zhong Xue Dinggang Shen Yuxin Shi 113 574 0 10 Mar 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 253 783 0 05 Dec 2019