A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays

30 April 2020

Papers citing "A Deep Convolutional Neural Network for COVID-19 Detection Using Chest X-Rays"

15 / 15 papers shown

Title
Effective-LDAM: An Effective Loss Function To Mitigate Data Imbalance for Robust Chest X-Ray Disease Classification S. SreeRamaVamsidhar Bhargava Satya Rama Krishna Sai Subrahmanyam Gorthi 25 1 0 06 Jul 2024
Faster ISNet for Background Bias Mitigation on Deep Neural Networks P. R. Bassi S. Decherchi Andrea Cavalli 25 0 0 16 Jan 2024
Scaling Model Checking for DNN Analysis via State-Space Reduction and Input Segmentation (Extended Version) Mahum Naseer Osman Hasan Muhammad Shafique 13 1 0 29 Jun 2023
Fitness Dependent Optimizer with Neural Networks for COVID-19 patients Maryam T. Abdulkhaleq Tarik Ahmed Rashid B. Hassan Abeer Alsadoon Nebojša Bačanin A. Chhabra S. Vimal 11 8 0 06 Jan 2023
Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization P. R. Bassi Sergio S J Dertkigil Andrea Cavalli AI4CE 39 27 0 01 Feb 2022
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 29 73 0 23 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
A Data Augmented Approach to Transfer Learning for Covid-19 Detection Shagufta Henna A. Reji 22 1 0 05 Aug 2021
COVID-19 detection using chest X-rays: is lung segmentation important for generalization? P. R. Bassi R. Attux 22 11 0 12 Apr 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 16 3 0 08 Jan 2021
Artificial Intelligence for COVID-19 Detection -- A state-of-the-art review Parsa Sarosh S. A. Parah Romany F Mansur G. M. Bhat 29 3 0 25 Nov 2020
Interpreting Uncertainty in Model Predictions For COVID-19 Diagnosis Gayathiri Murugamoorthy N. Khan MedIm 11 0 0 26 Oct 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 6 16 0 21 Sep 2020
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M. Roberts D. Driggs Matthew Thorpe J. Gilbey Michael Yeung ... Kang Zhang S. Stranks James H. F. Rudd Evis Sala Carola-Bibiane Schönlieb OOD 16 766 0 14 Aug 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