Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach

22 April 2020

Sara Hosseinzadeh Kassani

Papers citing "Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach"

26 / 26 papers shown

Title
An Integrated Deep Learning Framework Leveraging NASNet and Vision Transformer with MixProcessing for Accurate and Precise Diagnosis of Lung Diseases Sajjad Saleem Muhammad Imran Sharif ViT 32 0 0 27 Feb 2025
TagGAN: A Generative Model for Data Tagging Muhammad Nawaz Basma Nasir Tehseen Zia Zawar Hussain Catarina Moreira GAN MedIm 52 0 0 25 Feb 2025
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 23 0 0 16 Oct 2024
COVID-19 Diagnosis: ULGFBP-ResNet51 approach on the CT and the Chest X-ray Images Classification V. Esmaeili Mahmood Mohassel Feghhi S. Shahdi LM&MA 22 1 0 20 Dec 2023
Symptom-based Machine Learning Models for the Early Detection of COVID-19: A Narrative Review Moyosolu Akinloye 14 0 0 08 Dec 2023
Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training Karina Yang Alexis Bennett Dominique Duncan OOD 16 1 0 23 Nov 2023
Unlocking the Potential of Medical Imaging with ChatGPT's Intelligent Diagnostics Ayyub Alzahem Shahid Latif W. Boulila Anis Koubaa 26 5 0 12 May 2023
A Novel Deep Learning based Model for Erythrocytes Classification and Quantification in Sickle Cell Disease M. Bhatia B. Meena V. K. Rathi Prayag Tiwari Amit Kumar Jaiswal Shagaf M Ansari Ajay Kumar Pekka Marttinen 21 2 0 02 May 2023
Deep transfer learning for detecting Covid-19, Pneumonia and Tuberculosis using CXR images -- A Review Irad Mwendo Kinyua Gikunda A. Maina 15 0 0 26 Mar 2023
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 24 12 0 18 Nov 2021
Detecting COVID-19 from Chest Computed Tomography Scans using AI-Driven Android Application Aryan Verma Sagar B. Amin Muhammad Naeem Monjoy Saha 35 45 0 06 Nov 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 39 7 0 25 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 26 0 0 28 Jun 2021
Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis H. Zunair A. Ben Hamza OOD 23 3 0 17 Jun 2021
Evolving Deep Convolutional Neural Network by Hybrid Sine-Cosine and Extreme Learning Machine for Real-time COVID19 Diagnosis from X-Ray Images Wu Chao M. Khishe M. Mohammadi S. H. Karim Tarik Ahmed Rashid 18 51 0 14 May 2021
Machine learning applications for COVID-19: A state-of-the-art review Firuz Kamalov C. A. Kumar Hana Sulieman F. Thabtah Akbar Hossain OOD 19 6 0 19 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
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
Chest X-ray Image Phase Features for Improved Diagnosis of COVID-19 Using Convolutional Neural Network Xiao Qi L. G. Brown D. Foran I. Hacihaliloglu 18 51 0 06 Nov 2020
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation H. Zunair A. Ben Hamza MedIm 37 38 0 20 Oct 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 Review of Automated Diagnosis of COVID-19 Based on Scanning Images Delong Chen Shunhui Ji Fan Liu Zewen Li Xinyu Zhou MedIm 24 11 0 09 Jun 2020
Intra-model Variability in COVID-19 Classification Using Chest X-ray Images Brian D. Goodwin Corey Jaskolski Can Zhong Herick Asmani OOD 28 28 0 30 Apr 2020
COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images E. E. Hemdan M. Shouman Mohamed E. Karar 86 1,013 0 24 Mar 2020
Coronavirus (COVID-19) Classification using CT Images by Machine Learning Methods Mücahid Barstuğan U. Ozkaya Ş. Öztürk OOD 67 340 0 20 Mar 2020
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks Sara Hosseinzadeh Kassani P. H. Kassani M. Wesolowski Kevin A. Schneider Ralph Deters OOD 55 106 0 26 Sep 2019