Title
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 106 663 0 24 Jan 2022
Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI Erico Tjoa Hong Jing Khok Tushar Chouhan G. Cuntai FAtt 15 4 0 30 Dec 2021
Classification of COVID-19 on chest X-Ray images using Deep Learning model with Histogram Equalization and Lungs Segmentation Aman Swaraj Karan Verma 11 6 0 05 Dec 2021
MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack Mengting Xu Tao Zhang Daoqiang Zhang AAML MedIm 13 23 0 29 Nov 2021
COVID-19 Detection through Deep Feature Extraction Jash Dalvi A. Bohra MedIm 10 2 0 21 Nov 2021
COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles Fabricio A. Breve 9 29 0 18 Nov 2021
The Prominence of Artificial Intelligence in COVID-19 Md Abdullah Al Nasim Aditi Dhali Faria Afrin Noshin Tasnim Zaman Nazmul Karim Md. Mahim Anjum Haque 20 12 0 18 Nov 2021
Advancement of Deep Learning in Pneumonia and Covid-19 Classification and Localization: A Qualitative and Quantitative Analysis Aakash Shah Manan A. Shah 6 0 0 16 Nov 2021
Explanatory Analysis and Rectification of the Pitfalls in COVID-19 Datasets Samyak Prajapati Japman Singh Monga Shaanya Singh Amrit Raj Yuvraj Singh Champawat C. Prakash 17 0 0 10 Nov 2021
A methodology for training homomorphicencryption friendly neural networks Moran Baruch Nir Drucker L. Greenberg Guy Moshkowich 8 13 0 05 Nov 2021
Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review Rubaiyat Hossain Mondal Subrato Bharati Prajoy Podder 11 56 0 28 Oct 2021
DPCOVID: Privacy-Preserving Federated Covid-19 Detection Trang-Thi Ho Yennun Huang OOD FedML 11 4 0 26 Oct 2021
Vision Transformer based COVID-19 Detection using Chest X-rays Koushik Sivarama Krishnan Karthik Sivarama Krishnan ViT MedIm 20 54 0 09 Oct 2021
Federated Contrastive Learning for Decentralized Unlabeled Medical Images Nanqing Dong Irina Voiculescu FedML 11 62 0 15 Sep 2021
Recognition of COVID-19 Disease Utilizing X-Ray Imaging of the Chest Using CNN Md Gulzar Hussain Shiren Ye 14 5 0 05 Sep 2021
BOSS: Bidirectional One-Shot Synthesis of Adversarial Examples Ismail R. Alkhouri Alvaro Velasquez George K. Atia AAML GAN 8 1 0 05 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 20 7 0 25 Jul 2021
COVID-19 Pneumonia Severity Prediction using Hybrid Convolution-Attention Neural Architectures Nam H. Nguyen Jerome Chang 14 3 0 06 Jul 2021
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images J. E. Arco A. Ortiz Javier Ramírez Juan M Gorriz 22 0 0 28 Jun 2021
A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images Amith Khandakar M. Chowdhury M. Reaz S. Ali Md. Anwarul Hasan S. Kiranyaz Tawsifur Rahman R. Alfkey A. Bakar R. Malik 13 96 0 27 Jun 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 33 49 0 24 Jun 2021
Explainable AI, but explainable to whom? Julie Gerlings Millie Søndergaard Jensen Arisa Shollo 30 43 0 10 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 S. Mohanty 17 13 0 09 Jun 2021
Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease O. N. Oyelade Ezugwu E. Absalom 17 22 0 02 Jun 2021
A Privacy-Preserving and Trustable Multi-agent Learning Framework Anudit Nagar Cuong Tran Ferdinando Fioretto 13 1 0 02 Jun 2021
COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network Tawsifur Rahman A. Akinbi M. Chowdhury Tarik A. Rashid Abdulkadir cSengur Amith Khandakar K. R. Islam A. M. Ismael 11 77 0 01 Jun 2021
Covid-19 diagnosis from x-ray using neural networks J. Dinesh A. MohammedRhithick 11 0 0 29 May 2021
Superpixel-based Knowledge Infusion in Deep Neural Networks for Image Classification Gunjan Chhablani Abheesht Sharma Harshit Pandey T. Dash SupR 19 5 0 20 May 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images Safa Ben Atitallah Maha Driss W. Boulila Henda Ben Ghézala 22 42 0 17 May 2021
COVID-19 detection using deep convolutional neural networks and binary-differential-algorithm-based feature selection on X-ray images Mohammad Saber Iraji M. Feizi-Derakhshi J. Tanha MedIm 11 14 0 15 Apr 2021
Spectral decoupling allows training transferable neural networks in medical imaging J. Pohjonen Carolin Sturenberg Antti Rannikkoy T. Mirtti Esa Pitkanen OOD 8 10 0 31 Mar 2021
QUCoughScope: An Artificially Intelligent Mobile Application to Detect Asymptomatic COVID-19 Patients using Cough and Breathing Sounds M. Chowdhury Nabil Ibtehaz Tawsifur Rahman Y. Mekki Yazan Qibalwey S. Mahmud Maymouna Ezeddin S. Zughaier S. Al-Máadeed 21 28 0 20 Mar 2021
COVID-19 Infection Localization and Severity Grading from Chest X-ray Images Anas Tahir M. Chowdhury Amith Khandakar Tawsifur Rahman Yazan Qiblawey ... Somaya Al-Madeed K. Hameed Tahir Hamid S. Mahmud Maymouna Ezeddin 13 141 0 14 Mar 2021
Self-supervised deep convolutional neural network for chest X-ray classification Matej Gazda J. Gazda J. Plávka P. Drotár SSL 17 54 0 04 Mar 2021
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images Danial Sharifrazi R. Alizadehsani M. Roshanzamir Javad Hassannataj Joloudari A. Shoeibi ... S. Nahavandi M. Panahiazar A. Zare Sheikh Mohammed Shariful Islam U. Acharya 16 140 0 13 Feb 2021
COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach Shruti Jadon 11 39 0 11 Feb 2021
Hybrid quantum convolutional neural networks model for COVID-19 prediction using chest X-Ray images E. H. Houssein Z. Abohashima M. Elhoseny W. M. Mohamed 40 71 0 08 Feb 2021
Reliable COVID-19 Detection Using Chest X-ray Images A. Degerli Mete Ahishali S. Kiranyaz M. Chowdhury M. Gabbouj 14 7 0 28 Jan 2021
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders K. B. Ahmed Lawrence Hall Dmitry Goldgof Gregory M. Goldgof Rahul Paul 8 3 0 08 Jan 2021
COVIDX: Computer-aided diagnosis of Covid-19 and its severity prediction with raw digital chest X-ray images Wajid Arshad Abbasi S. Abbas S. Andleeb 14 3 0 25 Dec 2020
Effect of Different Batch Size Parameters on Predicting of COVID19 Cases A. Narin Ziynet Pamuk 11 5 0 10 Dec 2020
One-Vote Veto: Semi-Supervised Learning for Low-Shot Glaucoma Diagnosis Rui Fan C. Bowd Nicole Brye Mark Christopher R. Weinreb D. Kriegman L. Zangwill 25 12 0 09 Dec 2020
COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dr. Saddam Hussain Khan A. Sohail Asifullah Khan 27 62 0 08 Dec 2020
Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images Tawsifur Rahman Amith Khandakar Yazan Qiblawey Anas Tahir S. Kiranyaz ... M. Islam S. Al-Maadeed S. Zughaier Muhammad Salman Khan M. Chowdhury 16 810 0 25 Nov 2020
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review Parsa Sarosh S. A. Parah Romany F Mansur G. M. Bhat 13 3 0 25 Nov 2020
Interpreting Uncertainty in Model Predictions For COVID-19 Diagnosis Gayathiri Murugamoorthy N. Khan MedIm 6 0 0 26 Oct 2020
Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss Davood Zabihzadeh Amar Tuama A. Karami-Mollaee 6 4 0 07 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 16 16 0 01 Oct 2020
ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays N. K. Chowdhury M. A. Kabir Md. Muhtadir Rahman Noortaz Rezoana 4 57 0 24 Sep 2020
Clustering COVID-19 Lung Scans Jacob Householder Andrew Householder John Paul Gomez-Reed Fredrick Park Shuai Zhang 11 2 0 05 Sep 2020