Frontiers in Artificial Intelligence | Medicine and Public Health

Original Research

Published on 27 May 2025

Novel machine learning models for the prediction of acute respiratory distress syndrome after liver transplantation

in Medicine and Public Health

Weijie Wu
Zheng Zhang
Shuailei Wang
Ru Xin
Dong Yang
Weifeng Yao
Ziqing Hei
Chaojin Chen
Gangjian Luo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1548131

627 views

Review

Published on 27 May 2025

Deep learning architectures for influenza dynamics and treatment optimization: a comprehensive review

in Medicine and Public Health

Adane Adugna
Desalegn Abebaw
Abtie Abebaw
Mohammed Jemal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1521886

851 views

Original Research

Accepted on 26 May 2025

Biologically Inspired Hybrid Model for Alzheimer's Disease Classification Using Structural MRI in the ADNI Dataset

in Medicine and Public Health

Houmem Slimi
Sabeur Abid
Mounir Sayadi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1590599

568 views

Systematic Review

Accepted on 26 May 2025

Visible neural networks for multi-omics integration: a critical review

in Medicine and Public Health

David Selby
Rashika Jakhmola
Maximilian Sprang
Gerrit Großmann
Hind Raki
Niloofar Maani
Daria Pavliuk
Jan Ewald
Sebastian Vollmer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1595291

321 views

Original Research

Published on 21 May 2025

The utility of generative artificial intelligence Chatbot (ChatGPT) in generating teaching and learning material for anesthesiology residents

in Medicine and Public Health

Zhaosheng Jin
Ramon Abola
Vincent Bargnes
Alexandra Tsivitis
Sadiq Rahman
Jonathon Schwartz
Sergio D. Bergese
Joy E. Schabel

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1582096

1,359 views

Original Research

Published on 20 May 2025

Risk prediction of stroke-associated pneumonia in acute ischemic stroke with atrial fibrillation using machine learning models

in Medicine and Public Health

Tai Su
Peng Zhang
Bingyin Zhang
Zihao Liu
Zexing Xie
Xiaomei Li
Jixiang Ma
Tao Xin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1595101

1,404 views

Original Research

Accepted on 16 May 2025

VMDU-Net: A Dual Encoder Network with Transformer and Mamba Fusion for Enhanced Long-Distance Dependency in Polyp Segmentation

in Medicine and Public Health

Peng Li
Jianhua Ding
Chia S Lim

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1557508

239 views

Policy and Practice Reviews

Accepted on 16 May 2025

Population Health Management Human Phenotype Ontology Policy for Ecosystem Improvement

in Medicine and Public Health

James Andrew Henry

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1496937

1,231 views

Original Research

Accepted on 13 May 2025

Evaluating the Impact of Common Clinical Confounders on Performance of Deep-Learning based Sepsis Risk Assessment

in Medicine and Public Health

Shikha Chaganti
Vivek Singh
Alasdair Edward Gent
Rishikesan Kamaleswaran
Ali Kamen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1452471

172 views

Review

Published on 13 May 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
M. G. M. Johar
Sehijpal Singh
Soumya V. Menon
Pulkit Kumar
Ali Mohammed Hadi
Shams Abbass Hasson
Jasmina Lozanović

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1583459

3,276 views

Original Research

Published on 12 May 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

1,188 views

Original Research

Published on 07 May 2025

Using machine learning models to predict post-revascularization thrombosis in PAD

in Medicine and Public Health

Samir Ghandour
Adriana A. Rodriguez Alvarez
Isabella F. Cieri
Shiv Patel
Mounika Boya
Rahul Chaudhary
Anna Poucey
Anahita Dua

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1540503

1,906 views

Original Research

Published on 29 Apr 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

1,482 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

1,156 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

1,415 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

1,845 views