Frontiers in Artificial Intelligence | Medicine and Public Health

Mini Review

Published on 08 Apr 2025

The role of AI for MRI-analysis in multiple sclerosis—A brief overview

in Medicine and Public Health

Jean-Pierre R. Falet
Steven Nobile
Aliya Szpindel
Berardino Barile
Amar Kumar
Joshua Durso-Finley
Tal Arbel
Douglas L. Arnold

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1478068

4,854 views
5 citations

Perspective

Published on 07 Apr 2025

Community-engaged artificial intelligence: an upstream, participatory design, development, testing, validation, use and monitoring framework for artificial intelligence and machine learning models in the Alaska Tribal Health System

in Medicine and Public Health

Brian Travis Rice
Stacy Rasmus
Robert Onders
Timothy Thomas
Gretchen Day
Jeremy Wood
Carla Britton
Tina Hernandez-Boussard
Vanessa Hiratsuka

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1568886

4,265 views
1 citation

Systematic Review

Published on 07 Apr 2025

The current state, challenges, and future directions of artificial intelligence in healthcare in Saudi Arabia: systematic review

in Medicine and Public Health

Najla M. Aljehani
Fatima E. Al Nawees

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1518440

5,926 views
6 citations

Original Research

Published on 07 Apr 2025

Emotional prompting amplifies disinformation generation in AI large language models

in Medicine and Public Health

Rasita Vinay
Giovanni Spitale
Nikola Biller-Andorno
Federico Germani

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1543603

10,956 views
7 citations

Systematic Review

Published on 04 Apr 2025

Mortality prediction 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

3,957 views
2 citations

Review

Published on 01 Apr 2025

Artificial intelligence-assisted capsule endoscopy for detecting lesions in 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

4,010 views
2 citations

Original Research

Published on 01 Apr 2025

Evaluating the accuracy of ChatGPT in delivering patient instructions for medications: an exploratory case study

in Medicine and Public Health

Norah Othman Abanmy
Nadia Al-Ghreimil
Jawza F. Alsabhan
Heyam Al-Baity
Rana Aljadeed

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1550591

3,514 views
3 citations

Original Research

Published on 31 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

2,842 views
3 citations

Original Research

Published on 27 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

1,333 views

Original Research

Published on 19 Mar 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 Gray
Carlos Arias Vicente
Petros Isaakidis
Abdourahimi Diallo
Saa Andre Kamano
Thierno Saidou Diallo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1446876

2,739 views

Methods

Published on 18 Mar 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

1,420 views

Policy and Practice Reviews

Accepted on 17 Mar 2025

Population Health Management Fit Lifecycles in Analytics

in Medicine and Public Health

James Andrew Henry

Frontiers in Artificial Intelligence

897 views

Original Research

Published on 17 Mar 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

2,422 views
1 citation

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

3,143 views
5 citations

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

1,570 views
1 citation

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

10,535 views
7 citations

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

2,312 views
2 citations

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

2,544 views

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

2,066 views
6 citations

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

2,143 views
1 citation

Original Research

Published on 13 Feb 2025

Balancing accuracy and user satisfaction: the role of prompt engineering in AI-driven healthcare solutions

in Medicine and Public Health

Mini Han Wang
Xudong Jiang
Peijin Zeng
Xinyue Li
Kelvin Kam-Lung Chong
Guanghui Hou
Xiaoxiao Fang
Yang Yu
Xiangrong Yu
Junbin Fang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1517918

8,737 views
14 citations

Original Research

Published on 13 Feb 2025

Integrating generative adversarial networks with IoT for adaptive AI-powered personalized elderly care in smart homes

in Medicine and Public Health

Fawad Naseer
Abdullah Addas
Muhammad Tahir
Muhammad Nasir Khan
Noreen Sattar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1520592

5,907 views
6 citations

Original Research

Published on 07 Feb 2025

Construction of a prediction and visualization system for cognitive impairment in elderly COPD patients based on self-assigning feature weights and residual evolution model

in Medicine and Public Health

Wenwen Cheng
Chen Yu
Xiaohui Liu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1473223

2,019 views
2 citations

Original Research

Published on 06 Feb 2025

Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs

in Medicine and Public Health

Thiago Fellipe Ortiz de Camargo
Guilherme Alberto Sousa Ribeiro
Maria Carolina Bueno da Silva
Luan Oliveira da Silva
Pedro Paulo Teixeira e Silva Torres
Denise do Socorro da Silva Rodrigues
Mayler Olombrada Nunes de Santos
William Salibe Filho
Marcela Emer Egypto Rosa
Magdala de Araujo Novaes

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1512910

5,116 views
6 citations

509 articles

articles

The role of AI for MRI-analysis in multiple sclerosis—A brief overview

Community-engaged artificial intelligence: an upstream, participatory design, development, testing, validation, use and monitoring framework for artificial intelligence and machine learning models in the Alaska Tribal Health System

The current state, challenges, and future directions of artificial intelligence in healthcare in Saudi Arabia: systematic review

Emotional prompting amplifies disinformation generation in AI large language models

Mortality prediction of heart transplantation using machine learning models: a systematic review and meta-analysis

Artificial intelligence-assisted capsule endoscopy for detecting lesions in Crohn’s disease: a systematic review and meta-analysis

Evaluating the accuracy of ChatGPT in delivering patient instructions for medications: an exploratory case study

Assessing large language models as assistive tools in medical consultations for Kawasaki disease

Pattern recognition in SARS cases: insights from t-SNE and k-means clustering applied to COVID-19 symptomatology

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

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

Population Health Management Fit Lifecycles in Analytics

Deep learning analysis of exercise stress electrocardiography for identification of significant coronary artery disease

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

A critical look into artificial intelligence and healthcare disparities

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

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

General SIR model for visible and hidden epidemic dynamics

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

Balancing accuracy and user satisfaction: the role of prompt engineering in AI-driven healthcare solutions

Integrating generative adversarial networks with IoT for adaptive AI-powered personalized elderly care in smart homes

Construction of a prediction and visualization system for cognitive impairment in elderly COPD patients based on self-assigning feature weights and residual evolution model

Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs