AI-driven COVID-19 Management

Artificial intelligence (AI) offers a powerful new tool that could potentially be instrumental in controling and managing the SARS-CoV-2 virus. The papers in this feed report on the applications of AI to the current pandemic, which may be able to predict the location of the next outbreak, or facilitate new drug design.

January 16, 2022
Open Access

An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical data.

NPJ Digital Medicine
Chris K KimHarrison X Bai
January 15, 2022
Review

AI-Based Prediction and Prevention of Psychological and Behavioral Changes in Ex-COVID-19 Patients.

Frontiers in Psychology
Krešimir ĆosićTanja Jovanovic
January 15, 2022

DeepMGT-DTI: Transformer network incorporating multilayer graph information for Drug-Target interaction prediction.

Computers in Biology and Medicine
Peiliang ZhangBo Jin
January 14, 2022
Preprint
Open Access

Algorithmic Fairness and Bias Mitigation for Clinical Machine Learning: Insights from Rapid COVID-19 Diagnosis by Adversarial Learning

MedRxiv : the Preprint Server for Health Sciences
Jenny YangD. A. Clifton
January 14, 2022
Open Access

Detection of COVID-19 in smartphone-based breathing recordings: A pre-screening deep learning tool.

PloS One
Mohanad Alkhodari, Ahsan H Khandoker
January 14, 2022

Bayesian-based optimized deep learning model to detect COVID-19 patients using chest X-ray image data.

Computers in Biology and Medicine
Mohamed LoeySeyedali Mirjalili
January 14, 2022

ECG-BiCoNet: An ECG-based pipeline for COVID-19 diagnosis using Bi-Layers of deep features integration.

Computers in Biology and Medicine
Omneya Attallah
January 13, 2022
Preprint
Open Access

An ensemble prediction model for COVID-19 mortality risk

MedRxiv : the Preprint Server for Health Sciences
Jie LiE. Wang
January 13, 2022

Microestimates of wealth for all low- and middle-income countries.

Proceedings of the National Academy of Sciences of the United States of America
Guanghua ChiJoshua E Blumenstock
January 13, 2022

DeepClassRooms: a deep learning based digital twin framework for on-campus class rooms.

Neural Computing & Applications
Saad RazzaqAlvaro Rocha
January 13, 2022

Influence of mobility restrictions on air quality in the historic center of Cuenca city and its inference on the Covid-19 rate infections.

Materials Today : Proceedings
Néstor Diego Rivera CampoverdeBryan Michael Serrano Ortiz
January 13, 2022

UNAS-Net: A deep convolutional neural network for predicting Covid-19 severity.

Informatics in Medicine Unlocked
Abdusy SyarifMuhamad Asvial
January 13, 2022

COVID-19 disease diagnosis from paper-based ECG trace image data using a novel convolutional neural network model.

Physical and Engineering Sciences in Medicine
Emrah Irmak

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