Frontiers in Artificial Intelligence | Medicine and Public Health

Original Research

Published on 19 Jun 2025

Biologically inspired hybrid model for Alzheimer’s disease classification using structural MRI in the ADNI dataset

in Medicine and Public Health

Houmem Slimi
Imen Cherif
Sabeur Abid
Mounir Sayadi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1590599

3,120 views

Original Research

Published on 18 Jun 2025

Medical reasoning in LLMs: an in-depth analysis of DeepSeek R1

in Medicine and Public Health

Birger Moëll
Fredrik Sand Aronsson
Sanian Akbar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1616145

8,616 views
13 citations

Original Research

Published on 18 Jun 2025

VMDU-net: a dual encoder multi-scale fusion network for polyp segmentation with Vision Mamba and Cross-Shape Transformer integration

in Medicine and Public Health

Peng Li
Jianhua Ding
Chia S. Lim

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1557508

2,547 views
1 citation

Original Research

Published on 18 Jun 2025

Regularization by neural style transfer for MRI field-transfer reconstruction with limited data

in Medicine and Public Health

Guoyao Shen
Yancheng Zhu
Mengyu Li
Ryan McNaughton
Hernan Jara
Sean B. Andersson
Chad W. Farris
Stephan Anderson
Xin Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1579251

2,132 views

Original Research

Published on 17 Jun 2025

A hybrid fuzzy logic–Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support

in Medicine and Public Health

Alexandre Hudon

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1606250

2,547 views

Editorial

Published on 13 Jun 2025

Editorial: Outbreak oracles: how AI's journey through COVID-19 shapes future epidemic strategy

in Medicine and Public Health

Dmytro Chumachenko
Jasleen Kaur
Jake Y. Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1636444

1,774 views

Technology and Code

Published on 10 Jun 2025

Automating updates for scoping reviews on the environmental drivers of human and animal diseases: a comparative analysis of AI methods

in Medicine and Public Health

Rémy Decoupes
Claudia Cataldo
Luca Busani
Mathieu Roche
Maguelonne Teisseire

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1526820

2,507 views

Original Research

Published on 05 Jun 2025

Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy

in Medicine and Public Health

Tobias Schraut
Anne Schützenberger
Tomás Arias-Vergara
Melda Kunduk
Matthias Echternach
Stephan Dürr
Julia Werz
Michael Döllinger

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1601716

2,390 views

Original Research

Published on 05 Jun 2025

Analysis and correcting pronunciation disorders based on artificial intelligence approach

in Medicine and Public Health

Nataliia Melnykova
Bohdan Pavlyk
Oleh Basystiuk
Stepan Skopivskyi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1388180

1,839 views

Original Research

Published on 04 Jun 2025

Assessing the potential for application of machine learning in predicting weather-sensitive waterborne diseases in selected districts of Tanzania

in Medicine and Public Health

Neema Nicodemus Lyimo
Kadeghe Goodluck Fue
Silvia Francis Materu
Ndimile Charles Kilatu
Joseph Philipo Telemala

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1597727

3,045 views
1 citation

Original Research

Published on 03 Jun 2025

Online platform vs. doctors: a comparative exploration of congenital cataract patient education from virtual to reality

in Medicine and Public Health

Xuanqiao Lin
Lifang Bai
Xiaohuan Zhao
Lei Cai
Jin Yang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1548385

2,828 views

Original Research

Published on 30 May 2025

NLP-based removal of personally identifiable information from Hungarian electronic health records

in Medicine and Public Health

András Berzi
Ervin Berényi
Zita Képes
Barnabás Antal
Ábrahám Gergely Varga
Miklós Emri

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1585260

2,264 views

Review

Published on 30 May 2025

Can artificial intelligence improve the diagnosis and prognosis of disorders of consciousness? A scoping review

in Medicine and Public Health

Mirjam Bonanno
Davide Cardile
Piergiuseppe Liuzzi
Antonio Celesti
Giuseppe Micali
Francesco Corallo
Angelo Quartarone
Francesco Tomaiuolo
Rocco Salvatore Calabrò

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1608778

3,988 views
2 citations

Brief Research Report

Published on 27 May 2025

Evaluating artificial intelligence bias in nephrology: the role of diversity, equity, and inclusion in AI-driven decision-making and ethical regulation

in Medicine and Public Health

Suryanarayanan Balakrishnan
Charat Thongprayoon
Wannasit Wathanavasin
Jing Miao
Michael A. Mao
Iasmina M. Craici
Wisit Cheungpasitporn

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1525937

7,650 views
1 citation

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

2,725 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

3,795 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

3,241 views
2 citations

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

3,403 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

15,189 views
12 citations

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

3,403 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

3,469 views
1 citation

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

6,004 views
5 citations

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

3,059 views
3 citations

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

2,957 views
6 citations

509 articles

articles

Biologically inspired hybrid model for Alzheimer’s disease classification using structural MRI in the ADNI dataset

Medical reasoning in LLMs: an in-depth analysis of DeepSeek R1

VMDU-net: a dual encoder multi-scale fusion network for polyp segmentation with Vision Mamba and Cross-Shape Transformer integration

Regularization by neural style transfer for MRI field-transfer reconstruction with limited data

A hybrid fuzzy logic–Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support

Editorial: Outbreak oracles: how AI's journey through COVID-19 shapes future epidemic strategy

Automating updates for scoping reviews on the environmental drivers of human and animal diseases: a comparative analysis of AI methods

Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy

Analysis and correcting pronunciation disorders based on artificial intelligence approach

Assessing the potential for application of machine learning in predicting weather-sensitive waterborne diseases in selected districts of Tanzania

Online platform vs. doctors: a comparative exploration of congenital cataract patient education from virtual to reality

NLP-based removal of personally identifiable information from Hungarian electronic health records

Can artificial intelligence improve the diagnosis and prognosis of disorders of consciousness? A scoping review

Evaluating artificial intelligence bias in nephrology: the role of diversity, equity, and inclusion in AI-driven decision-making and ethical regulation

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

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

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

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

A comprehensive review of machine learning for heart disease prediction: challenges, trends, ethical considerations, and future directions

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

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

An efficient method for early Alzheimer’s disease detection based on MRI images using deep convolutional neural networks

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

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