Frontiers in Artificial Intelligence | Medicine and Public Health

Systematic Review

Published on 10 Sep 2025

A systematic review of the hybrid machine learning models for brain tumour segmentation and detection in medical images

in Medicine and Public Health

Ndivhuwo Netshamutshedzi
Rendani Netshikweta
Jean-Claude Ndogmo
Ibidun Christiana Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1615550

2,524 views

Perspective

Published on 10 Sep 2025

AI: the Apollo guidance computer of the Exposome moonshot

in Medicine and Public Health

Fenna C. M. Sillé
Thomas Hartung

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1632520

2,000 views
1 citation

Mini Review

Published on 09 Sep 2025

Artificial intelligence in traditional medicine: evidence, barriers, and a research roadmap for personalized care

in Medicine and Public Health

Ketmanee Jongjiamdee
Pimnipa Pornwonglert
Nutnichar Na Bangchang
Pravit Akarasereenont

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1659338

3,613 views

Original Research

Published on 08 Sep 2025

Enhancing prediction of primary site recurrence in head and neck cancer using radiomics and uncertainty estimation

in Medicine and Public Health

Yu Hu
Kimberly Taing
Jing Wang
David Sher
Michael Dohopolski

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1623393

1,673 views

Original Research

Published on 05 Sep 2025

Transforming cataract care through artificial intelligence: an evaluation of large language models’ performance in addressing cataract-related queries

in Medicine and Public Health

Xinyue Wang
Yan Liu
Linghao Song
Yinuo Wen
Shenjie Peng
Ruoxi Ren
Yi Zhang
Tianhui Chen
Yongxiang Jiang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1639221

2,180 views

Policy and Practice Reviews

Published on 04 Sep 2025

Global reform population health management as stewarded by Higher Expert Medical Science Safety (HEMSS)

in Medicine and Public Health

James Andrew Henry

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1496948

2,144 views
1 citation

Original Research

Published on 03 Sep 2025

Predicting pediatric diagnostic imaging patient no-show and extended wait-times using LLMs, regression, and tree based models

in Medicine and Public Health

Daniel Rafique
Xuan Liu
Bo Gong
Laura Belsito
Melissa D. McCradden
Mjaye L. Mazwi
Wayne Lee
Graham Ohanlon
Kyle Tsang
Manohar Shroff

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1652397

1,952 views

Original Research

Published on 03 Sep 2025

LMS-ViT: a multi-scale vision transformer approach for real-time smartphone-based skin cancer detection

in Medicine and Public Health

A. Anny Leema
P. Balakrishnan
G. Gopichand
G. Rajarajan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1612502

2,259 views

Original Research

Published on 03 Sep 2025

Lung cancer risk prediction using augmented machine learning pipelines with explainable AI

in Medicine and Public Health

Pavithran M S
Saranyaraj D
Anirban Chakrabortty

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1602775

3,187 views
1 citation

Review

Published on 02 Sep 2025

Artificial intelligence in ADHD assessment: a comprehensive review of research progress from early screening to precise differential diagnosis

in Medicine and Public Health

Cuijie Zhao
Yan Xu
Ruixing Li
Huawei Li
Meng Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1624485

5,931 views
1 citation

Original Research

Published on 01 Sep 2025

Accuracy of AI chatbots in answering frequently asked questions on cervical cancer

in Medicine and Public Health

Jielin Fan
Wenhong Xiao
Zhipeng Yan
Qiang Ouyang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1655303

1,821 views

Review

Published on 01 Sep 2025

Deep learning for cardiovascular management: optimizing pathways and cost control under diagnosis-related group models

in Medicine and Public Health

Haohao Chen
Ying Zeng
De Cai

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1580445

2,748 views
1 citation

Review

Published on 29 Aug 2025

AI, agentic models and lab automation for scientific discovery — the beginning of scAInce

in Medicine and Public Health

Thomas Hartung

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1649155

9,051 views
1 citation

Brief Research Report

Published on 28 Aug 2025

Limitations of broadly trained LLMs in interpreting orthopedic Walch glenoid classifications

in Medicine and Public Health

Adam ElSayed
Gary F. Updegrove

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1644093

1,760 views

Original Research

Published on 22 Aug 2025

Enhancing one-year mortality prediction in STEMI patients post-PCI: an interpretable machine learning model with risk stratification

in Medicine and Public Health

Wenqiang Li
Dongdong Yan
Wei Hu
Xiaoling Su
Zheng Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618492

1,598 views

Brief Research Report

Published on 22 Aug 2025

A multi-model longitudinal assessment of ChatGPT performance on medical residency examinations

in Medicine and Public Health

Maria Eduarda Varela Cavalcanti Souto
Alexandre Chaves Fernandes
Ana Beatriz Santana Silva
Louise Helena de Freitas Ribeiro
Thales Allyrio Araújo de Medeiros Fernandes

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1614874

2,054 views
1 citation

Brief Research Report

Published on 19 Aug 2025

From data silos to insights: the PRINCE multi-agent knowledge engine for preclinical drug development

in Medicine and Public Health

Carlos Henrique Vieira-Vieira
Sarang Sanjay Kulkarni
Adam Zalewski
Jobst Löffler
Jonas Münch
Annika Kreuchwig

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1636809

4,134 views

Policy and Practice Reviews

Published on 13 Aug 2025

Population health management of human phenotype ontology

in Medicine and Public Health

James Andrew Henry

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1496935

2,158 views
1 citation

Original Research

Published on 13 Aug 2025

BioBricks.ai: a versioned data registry for life sciences data assets

in Medicine and Public Health

Yifan Gao
Zakariyya Mughal
Jose A. Jaramillo-Villegas
Marie Corradi
Alexandre Borrel
Ben Lieberman
Suliman Sharif
John Shaffer
Karamarie Fecho
Ajay Chatrath

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1599412

2,415 views

Original Research

Published on 13 Aug 2025

Improving deceased donor kidney utilization: predicting risk of nonuse with interpretable models

in Medicine and Public Health

Ruoting Li
Sait Tunç
Osman Y. Özaltın
Matthew J. Ellis

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1638574

1,445 views
1 citation

Original Research

Published on 11 Aug 2025

Conversational AI agent for precision oncology: AI-HOPE-WNT integrates clinical and genomic data to investigate WNT pathway dysregulation in colorectal cancer

in Medicine and Public Health

Ei-Wen Yang
Brigette Waldrup
Enrique Velazquez-Villarreal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1624797

2,421 views
5 citations

Original Research

Published on 08 Aug 2025

Artificial liver classifier: a new alternative to conventional machine learning models

in Medicine and Public Health

Mahmood A. Jumaah
Yossra H. Ali
Tarik A. Rashid

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1639720

2,861 views
1 citation

Technology and Code

Published on 05 Aug 2025

Elucidating simulated equivalence responding through dynamic visualization of structural connectivity and relational density

in Medicine and Public Health

James O'Sullivan
Freddy Jackson Brown
Oliver Ray

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618678

1,315 views

Policy and Practice Reviews

Published on 01 Aug 2025

Population health management genomic new-born screens and multi-omics intercepts

in Medicine and Public Health

James Andrew Henry

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1496942

2,366 views
1 citation

510 articles

articles

A systematic review of the hybrid machine learning models for brain tumour segmentation and detection in medical images

AI: the Apollo guidance computer of the Exposome moonshot

Artificial intelligence in traditional medicine: evidence, barriers, and a research roadmap for personalized care

Enhancing prediction of primary site recurrence in head and neck cancer using radiomics and uncertainty estimation

Transforming cataract care through artificial intelligence: an evaluation of large language models’ performance in addressing cataract-related queries

Global reform population health management as stewarded by Higher Expert Medical Science Safety (HEMSS)

Predicting pediatric diagnostic imaging patient no-show and extended wait-times using LLMs, regression, and tree based models

LMS-ViT: a multi-scale vision transformer approach for real-time smartphone-based skin cancer detection

Lung cancer risk prediction using augmented machine learning pipelines with explainable AI

Artificial intelligence in ADHD assessment: a comprehensive review of research progress from early screening to precise differential diagnosis

Accuracy of AI chatbots in answering frequently asked questions on cervical cancer

Deep learning for cardiovascular management: optimizing pathways and cost control under diagnosis-related group models

AI, agentic models and lab automation for scientific discovery — the beginning of scAInce

Limitations of broadly trained LLMs in interpreting orthopedic Walch glenoid classifications

Enhancing one-year mortality prediction in STEMI patients post-PCI: an interpretable machine learning model with risk stratification

A multi-model longitudinal assessment of ChatGPT performance on medical residency examinations

From data silos to insights: the PRINCE multi-agent knowledge engine for preclinical drug development

Population health management of human phenotype ontology

BioBricks.ai: a versioned data registry for life sciences data assets

Improving deceased donor kidney utilization: predicting risk of nonuse with interpretable models

Conversational AI agent for precision oncology: AI-HOPE-WNT integrates clinical and genomic data to investigate WNT pathway dysregulation in colorectal cancer

Artificial liver classifier: a new alternative to conventional machine learning models

Elucidating simulated equivalence responding through dynamic visualization of structural connectivity and relational density

Population health management genomic new-born screens and multi-omics intercepts