COVID-19 diagnosis using AI

TopicLeading institutions, researchers & key papers

This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in medical imaging for the detection and diagnosis of COVID-19, pneumonia, and other thoracic diseases using chest X-ray and CT scan images. The research explores the use of artificial intelligence, transfer learning, and image-based deep learning techniques to develop automated systems for accurate medical diagnoses.

410

Works

IDs:OpenAlex

How has COVID-19 diagnosis using AI's publication output changed over time?

ScholarIQpublication output · 2016–2023

Output grew0% over the shown period — from 1 works in 2016 to 1 in 2023.

2016202020212023

What are the most-cited papers on COVID-19 diagnosis using AI?

ScholarIQmost cited works

Can AI Help in Screening Viral and COVID-19 Pneumonia?

Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Rashid Mazhar, Muhammad Abdul Kadir, Zaid Bin Mahbub, Khandaker Reajul Islam, Muhammad Salman Khan, Atif Iqbal, Nasser Al Emadi, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam

IEEE Access. 20201,922 CitationsOPEN ACCESS

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Andreas Christe, Stavroula Mougiakakou

S58069681. 20161,335 CitationsOPEN ACCESS

Deep learning-enabled medical computer vision

Andre Esteva, Katherine Chou, Serena Yeung, Nikhil Naik, Ali Madani, Ali Mottaghi, Yun Liu, Eric J. Topol, Jeff Dean, Richard Socher

npj Digital Medicine. 20211,331 CitationsOPEN ACCESS

Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images

Tawsifur Rahman, Amith Khandakar, Yazan Qiblawey, Anas Tahir, Serkan Kıranyaz, Saad Bin Abul Kashem, Mohammad Tariqul Islam, Somaya Al Maadeed, Susu M. Zughaier, Muhammad Salman Khan, Muhammad E. H. Chowdhury

S44278595. 20211,128 CitationsOPEN ACCESS

Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography

Kang Zhang, Xiaohong Liu, Jun Shen, Zhihuan Li, Ye Sang, Xingwang Wu, Yunfei Zha, Wenhua Liang, Chengdi Wang, Ke Wang, Linsen Ye, Ming Gao, Zhongguo Zhou, Liang Li, Jin Wang, Zehong Yang, Huimin Cai, Jie Xu, Lei Yang, Wenjia Cai, W. Xu, Shaoxu Wu, Wei Zhang, Shanping Jiang, Lianghong Zheng, Xuan Zhang, Li Wang, Lu Liu, Jiaming Li, Haiping Yin, Winston Wang, Oulan Li, Charlotte Zhang, Liang Liang, Tao Wu, Ruiyun Deng, Wei Kang, Yong Zhou, Ting Chen, Johnson Yiu‐Nam Lau, Manson Fok, Jianxing He, Tianxin Lin, Weimin Li, Guangyu Wang

S110447773. 2020963 CitationsOPEN ACCESS