Frontiers in Artificial Intelligence | Medicine and Public Health

Review

Accepted on 24 Apr 2025

A Comprehensive Review of Machine Learning for Heart Disease Prediction: Challenges, Trends, Ethical Considerations, and Future Directions

in Medicine and Public Health

Raman Kumar
Sarvesh Garg
Rupinder Kaur
Johar MGM
Sehijpal Singh
Soumya V Menon
Pulkit Kumar
Ali Mohammed Hadi
Shams Abbass Hasson
Jasmina Lozanovic

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1583459

465 views

Original Research

Published on 22 Apr 2025

Deep learning for accurate B-line detection and localization in lung ultrasound imaging

in Medicine and Public Health

Nixson Okila
Andrew Katumba
Joyce Nakatumba-Nabende
Cosmas Mwikirize
Sudi Murindanyi
Jonathan Serugunda
Samuel Bugeza
Anthony Oriekot
Juliet Bossa
Eva Nabawanuka

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1560523

521 views

Original Research

Accepted on 18 Apr 2025

From data extraction to analysis: A comparative study of ELISE capabilities in scientific literature

in Medicine and Public Health

Maxime GOBIN
Muriel Gosnat
Seindé Toure
Lina Faik
Joel Belafa
Antoine Villedieu De Torcy
Florence Armstrong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1587244

193 views

Perspective

Published on 16 Apr 2025

The imperative of diversity and equity for the adoption of responsible AI in healthcare

in Medicine and Public Health

Denise E. Hilling
Imane Ihaddouchen
Stefan Buijsman
Reggie Townsend
Diederik Gommers
Michel E. van Genderen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1577529

526 views

Original Research

Accepted on 09 Apr 2025

Using Machine Learning Models to Predict post-revascularization thrombosis in PAD

in Medicine and Public Health

Samir Ghandour
Adriana Araceli Rodriguez Alavarez
Isabella Ferlini Cieri
Shiv Patel
Mounika Naidu Boya
Rahul Chaudhary
Anna Poucey
Anahita Dua

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1540503

278 views

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

875 views

Policy and Practice Reviews

Accepted on 07 Apr 2025

Population Health Management Human Phenotype Ontology Transformation

in Medicine and Public Health

James Andrew Henry

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1496935

116 views

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

1,050 views

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

1,304 views

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

817 views

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

1,294 views

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

878 views

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

716 views

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

900 views

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

411 views

Original Research

Accepted on 24 Mar 2025

An Efficient Method for Early Alzheimer's Disease Detection based on MRI images using Deep Convolutional Neural Networks

in Medicine and Public Health

Samia Dardouri

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1563016

201 views