Title
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 40 5 0 26 Dec 2023
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images Zeba Ghaffar Pir Masoom Shah Hikmat Khan Syed Farhan Alam Zaidi Abdullah Gani I. Khan M. A. Shah S. M. Fakhrul Islam 28 3 0 01 Jul 2022
COVID-19 Severity Classification on Chest X-ray Images Aditi Sagar Aman Swaraj Karan Verma 38 1 0 25 May 2022
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks Aditya Saxena Shamsheer Pal Singh 31 14 0 24 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
Classification of COVID-19 from CXR Images in a 15-class Scenario: an Attempt to Avoid Bias in the System C. Bose Anirvan Basu 32 0 0 25 Sep 2021
Pulmonary Disease Classification Using Globally Correlated Maximum Likelihood: an Auxiliary Attention mechanism for Convolutional Neural Networks E. Verenich Tobias Martin Alvaro Velasquez Nazar Khan Faraz Hussain 24 3 0 01 Sep 2021
Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning Guangyi Liu Yinghong Liao Fuyu Wang Bin Zhang Lu Zhang ... Xiang Wan Shaolin Li Zhen Li Shuixing Zhang Shuguang Cui 23 56 0 11 Aug 2021
Understanding Human Innate Immune System Dependencies using Graph Neural Networks Shagufta Henna GNN AI4CE 29 0 0 05 Aug 2021
Blockchain and AI-based Solutions to Combat Coronavirus (COVID-19)-like Epidemics: A Survey Dinh C. Nguyen Ming Ding P. Pathirana Aruna Seneviratne 33 179 0 28 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 32 8 0 15 Jun 2021
CoviLearn: A Machine Learning Integrated Smart X-Ray Device in Healthcare Cyber-Physical System for Automatic Initial Screening of COVID-19 Debanjan Das Sagnik Ghosal Deewanshu Ukey Gourav Chowdhary Saraju P. Mohanty 27 13 0 09 Jun 2021
DPN-SENet:A self-attention mechanism neural network for detection and diagnosis of COVID-19 from chest x-ray images Bo Cheng Ruhui Xue Hang Yang Laili Zhu Wei Xiang MedIm 32 2 0 20 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
Systematic investigation into generalization of COVID-19 CT deep learning models with Gabor ensemble for lung involvement scoring M. J. Horry Subrata Chakraborty B. Pradhan M. Fallahpoor Chegeni Hossein M. Paul 21 6 0 20 Apr 2021
Semi-supervised Learning for COVID-19 Image Classification via ResNet Lucy Nwuso Xiangfang Li Lijun Qian Seungchan Kim Xishuang Dong 19 5 0 27 Feb 2021
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data R. Alizadehsani Danial Sharifrazi N. H. Izadi Javad Hassannataj Joloudari A. Shoeibi ... F. Khozeimeh Abbas Khosravi S. Nahavandi Sheikh Mohammed Shariful Islam U. Acharya 29 59 0 12 Feb 2021
$Automatic design of novel potential 3CL$^{\text{pro}}$ and PL$^{\text{pro}}$ inhibitors$ Automatic design of novel potential 3CL $^{\text{pro}}$ and PL $^{\text{pro}}$ inhibitors Timothy James Atkinson Saeed Saremi Faustino J. Gomez Jonathan Masci AI4CE 23 0 0 28 Jan 2021
Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge A. Qayyum Kashif Ahmad Muhammad Ahtazaz Ahsan Ala I. Al-Fuqaha Junaid Qadir FedML 36 187 0 19 Jan 2021
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT A. Garg Salehi M. Rocca R. Garner D. Duncan 23 45 0 22 Dec 2020
Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review M. Ghaderzadeh F. Asadi 24 104 0 21 Dec 2020
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 37 31 0 13 Dec 2020
COVID-CLNet: COVID-19 Detection with Compressive Deep Learning Approaches Khalfalla Awedat Almabrok E. Essa 14 2 0 03 Dec 2020
Predicting Patient COVID-19 Disease Severity by means of Statistical and Machine Learning Analysis of Blood Cell Transcriptome Data Sakifa Aktar B.Sc. Md. Martuza Ahamad M.Sc. Md. Rashed-Al-Mahfuz M.Sc. Akm Azad PhD Shahadat Uddin ... PhD Ping-I Lin PhD Sheikh Mohammed Shariful Islam M. W. Quinn PhD Valsamma Eapen Prof. Mohammad Ali Moni 9 12 0 19 Nov 2020
M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Xuelin Qian Huazhu Fu Weiya Shi Tao Chen Yanwei Fu F. Shan Xiangyang Xue 33 51 0 07 Oct 2020
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT O. Alirr OOD 13 19 0 01 Oct 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review Shahabedin Nabavi Azar Ejmalian M. Moghaddam A. A. Abin Alejandro F. Frangi M. Mohammadi H. S. Rad 21 34 0 01 Oct 2020
Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning A. Martínez OOD 8 12 0 22 Sep 2020
CCBlock: An Effective Use of Deep Learning for Automatic Diagnosis of COVID-19 Using X-Ray Images A. Al-Bawi K. Al-Kaabi Mohammed Jeryo A. Al-Fatlawi 14 16 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
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis Jannis Born Nina Wiedemann G. Brändle Charlotte Buhre Bastian Alexander Rieck Karsten M. Borgwardt 36 45 0 13 Sep 2020
Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens Asim Khan Umair Nawaz Anwaar Ulhaq R. Robinson 11 40 0 09 Sep 2020
Surveillance of COVID-19 Pandemic using Hidden Markov Model Shreekanth M. Prabhu Natarajan Subramanyam 10 8 0 14 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 27 216 0 09 Aug 2020
A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic M. Islam Toki Tahmid Inan Suzzana Rafi Syeda Sabrina Akter Iqbal H. Sarker A. Islam 42 11 0 03 Aug 2020
Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen Samuel Yang Peter W. Eklund Thien Huynh-The Thanh Tam Nguyen Quoc-Viet Pham Imran Razzak Edbert B. Hsu 36 190 0 30 Jul 2020
An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis Afshar Shamsi Hamzeh Asgharnezhad Shirin Shamsi Jokandan Abbas Khosravi P. Kebria D. Nahavandi S. Nahavandi D. Srinivasan OOD 14 133 0 26 Jul 2020
Study of Different Deep Learning Approach with Explainable AI for Screening Patients with COVID-19 Symptoms: Using CT Scan and Chest X-ray Image Dataset M. Ahsan Kishor Datta Gupta Mohammad Maminur Islam Sajib Sen Md Lutfar Rahman Mohammad Shakhawat Hossain 17 34 0 24 Jul 2020
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks Shayan Hassantabar Novati Stefano Vishweshwar Ghanakota A. Ferrari G. Nicola R. Bruno I. Marino Kenza Hamidouche N. Jha 18 69 0 20 Jul 2020
Using Deep Convolutional Neural Networks to Diagnose COVID-19 From Chest X-Ray Images Yifan Zhong 14 17 0 19 Jul 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
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Frederic Branchaud-Charron Keegan Lensink Parmida Atighehchian William Parker David Vazquez Derek Nowrouzezahrai 38 19 0 07 Jul 2020
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Oscar Manas Keegan Lensink M. Law Lironne Kurzman William Parker David Vazquez Derek Nowrouzezahrai 23 84 0 04 Jul 2020
COVID-19 Screening Using Residual Attention Network an Artificial Intelligence Approach V. Sharma Curtis E. Dyreson 30 18 0 26 Jun 2020
Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks R. Lokwani A. Gaikwad V. Kulkarni Aniruddha Pant A. Kharat 28 21 0 23 Jun 2020
Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images Mahesh Gour Sweta Jain 8 37 0 22 Jun 2020
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19 Manu Siddhartha Avik Santra 11 44 0 19 Jun 2020
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images Xiaocong Chen Lina Yao Tao Zhou Jinming Dong Yu Zhang 40 169 0 16 Jun 2020
Improving performance of CNN to predict likelihood of COVID-19 using chest X-ray images with preprocessing algorithms Morteza Heidari Seyedehnafiseh Mirniaharikandehei Abolfazl Zargari Khuzani Gopichandh Danala Y. Qiu Santa Cruz 19 349 0 11 Jun 2020