Frontiers in Artificial Intelligence | Medicine and Public Health

Systematic Review

Accepted on 13 Mar 2025

Mortality Predication of Heart Transplantation Using Machine Learning Models: A Systematic Review and Meta-analysis

in Medicine and Public Health

Ida Mohammadi
Setayesh Farahani
Asal Karimi
Saina Jahanian
Shahryar Rajai Firouzabadi
Mohammadreza Alinejadfard
Alireza Fatemi
Bardia Hajikarimloo
Mohammadhosein Akhlaghpasand

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1551959

Systematic Review

Accepted on 12 Mar 2025

The Current State, Challenges, and Future Directions of Artificial Intelligence in Healthcare in Saudi Arabia: Systematic Review

in Medicine and Public Health

Fatima Al Nawees
Najla Aljehani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1518440

Original Research

Published on 12 Mar 2025

Applied machine learning in intelligent systems: knowledge graph-enhanced ophthalmic contrastive learning with “clinical profile” prompts

in Medicine and Public Health

Mini Han Wang
Jiazheng Cui
Simon Ming-Yuen Lee
Zhiyuan Lin
Peijin Zeng
Xinyue Li
Haoyang Liu
Yunxiao Liu
Yang Xu
Yapeng Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1527010

194 views

Original Research

Published on 12 Mar 2025

Subtle changes on electrocardiogram in severe patients with COVID-19 may be predictors of treatment outcome

in Medicine and Public Health

Illya Chaikovsky
Dmytro Dziuba
Olga Kryvova
Katerina Marushko
Julia Vakulenko
Kyrylo Malakhov
Оleg Loskutov

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1561079

165 views

Original Research

Accepted on 10 Mar 2025

Pattern Recognition in SARS Cases: Insights From t-SNE and k-means Clustering Applied to COVID-19 Symptomatology

in Medicine and Public Health

Julliana Gonçalves Marques
Bruno Motta de Carvalho
Luiz Affonso Guedes
Márjory Da Costa Abreu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1536486

Review

Accepted on 07 Mar 2025

Artificial Intelligence Assisted Capsule endoscopy for Detection Lesions of Crohn's disease: A Systematic Review and Meta-analysis

in Medicine and Public Health

Yuling Bin
Rumei Peng
Yaqian Lee
Zhijie Lee
Yang Liu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1531362

Original Research

Accepted on 06 Mar 2025

Assessing Large Language Models as Assistive Tools in Medical Consultations for Kawasaki Disease

in Medicine and Public Health

Chunyi Yan
Zexi Li
Yongzhou Liang
Shuran Shao
Fan Ma
Nanjun Zhang
Bowen Li
Chuan Wang
Kaiyu Zhou

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1571503

Opinion

Published on 06 Mar 2025

A critical look into artificial intelligence and healthcare disparities

in Medicine and Public Health

Deborah M. Li
Shruti Parikh
Ana Costa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1545869

584 views

Methods

Accepted on 28 Feb 2025

Testing an inverse modeling approach with gradient boosting regression for stroke volume estimation using patient thermodilution data

in Medicine and Public Health

Vasiliki (Vicky) Bikia
Dionysios Adamopoulos
Marco Roffi
Georgios Rovas
Stéphane Noble
François Mach
Nikolaos Stergiopulos

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1530453

Methods

Published on 28 Feb 2025

SE(3) group convolutional neural networks and a study on group convolutions and equivariance for DWI segmentation

in Medicine and Public Health

Renfei Liu
François Lauze
Erik J. Bekkers
Sune Darkner
Kenny Erleben

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1369717

352 views

Original Research

Accepted on 27 Feb 2025

Deep Learning Analysis of Exercise Stress Electrocardiography for Identification of Significant Coronary Artery Disease

in Medicine and Public Health

Hsin-Yueh Liang
Kai-Cheng Hsu
Shang-Yu Chien
Chen-Yu Yeh
Ting-Hsuan Sun
Meng-Hsuan Liu
Kee Koon Ng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1496109

Original Research

Published on 27 Feb 2025

Comparison of 3D and 2D area measurement of acute burn wounds with LiDAR technique and deep learning model

in Medicine and Public Health

Che Wei Chang
Hanwei Wang
Feipei Lai
Mesakh Christian
Shih Chen Huang
Han Yi Tsai

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1510905

360 views

Original Research

Accepted on 24 Feb 2025

Analysis and Correcting Pronunciation Disorders Based on Artificial Intelligence Approach

in Medicine and Public Health

Nataliia Melnykova
Bohdan Pavlyk
Yrii Patereha
Stepan Skopivskyi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1388180

Original Research

Published on 24 Feb 2025

General SIR model for visible and hidden epidemic dynamics

in Medicine and Public Health

Igor Nesteruk

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1559880

355 views

Original Research

Published on 20 Feb 2025

Predicting therapy dropout in chronic pain management: a machine learning approach to cannabis treatment

in Medicine and Public Health

Anna Visibelli
Rebecca Finetti
Bianca Roncaglia
Paolo Poli
Ottavia Spiga
Annalisa Santucci

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1557894

518 views

Original Research

Accepted on 14 Feb 2025

Development of machine learning algorithms to predict viral load suppression among HIV patients in Conakry (Guinea)

in Medicine and Public Health

Degninou Yehadji
Geraldine Geraldine.Gray@tudublin.ie Gray
Carlos Arias Vicente
Petros Isaakidis
Abdourahime Diallo
Saa Andre Kamano
Thierno Saidou Diallo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1446876

137 views

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Articles

Mortality Predication of Heart Transplantation Using Machine Learning Models: A Systematic Review and Meta-analysis

The Current State, Challenges, and Future Directions of Artificial Intelligence in Healthcare in Saudi Arabia: Systematic Review

Applied machine learning in intelligent systems: knowledge graph-enhanced ophthalmic contrastive learning with “clinical profile” prompts

Subtle changes on electrocardiogram in severe patients with COVID-19 may be predictors of treatment outcome

Pattern Recognition in SARS Cases: Insights From t-SNE and k-means Clustering Applied to COVID-19 Symptomatology

Artificial Intelligence Assisted Capsule endoscopy for Detection Lesions of Crohn's disease: A Systematic Review and Meta-analysis

Assessing Large Language Models as Assistive Tools in Medical Consultations for Kawasaki Disease

A critical look into artificial intelligence and healthcare disparities

Testing an inverse modeling approach with gradient boosting regression for stroke volume estimation using patient thermodilution data

SE(3) group convolutional neural networks and a study on group convolutions and equivariance for DWI segmentation

Deep Learning Analysis of Exercise Stress Electrocardiography for Identification of Significant Coronary Artery Disease

Comparison of 3D and 2D area measurement of acute burn wounds with LiDAR technique and deep learning model

Analysis and Correcting Pronunciation Disorders Based on Artificial Intelligence Approach

General SIR model for visible and hidden epidemic dynamics

Predicting therapy dropout in chronic pain management: a machine learning approach to cannabis treatment

Development of machine learning algorithms to predict viral load suppression among HIV patients in Conakry (Guinea)