Frontiers in Artificial Intelligence | Medicine and Public Health

Methods

Published on 17 Sep 2025

Adaptive noise-augmented attention for enhancing Transformer fine-tuning on longitudinal medical data

in Medicine and Public Health

Ali Amirahmadi
Farzaneh Etminani
Mattias Ohlsson

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1663484

1,558 views

Methods

Published on 16 Sep 2025

Privacy-, linguistic-, and information-preserving synthesis of clinical documentation through generative agents

in Medicine and Public Health

Mark van Velzen
Robert F. van der Willigen
Vincent J. de Beer
Helen I. de Graaf-Waar
Esther R. C. Janssen
Sjemaine van Leeuwen
Micha F. van der Willigen
Martijn J. van der Willigen
Gavin Renardus
Rayan El Maaroufi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1644084

16,405 views

Brief Research Report

Published on 15 Sep 2025

Using ChatGPT as an assessment tool for medical residents in Mexico: a descriptive experience

in Medicine and Public Health

Cristian N. Rivera-Rosas
J. R. Tadeo Calleja-López
Sandra J. Larios-Camacho
Sergio Trujillo-López

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662203

1,590 views

Original Research

Published on 12 Sep 2025

Research on intelligent matching of students’ learning ability and healthcare job market demand based on industrial engineering expertise graph

in Medicine and Public Health

Yan Xiao
Lingtao Zeng
Jie Yang
Mini Han Wang
Zhiyuan Lin
Wei Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1650095

1,701 views

Original Research

Published on 12 Sep 2025

YOLOv10-based detection of melanocytic nevi: reverse exclusion optimization for melanoma screening

in Medicine and Public Health

ShengJie Wang
Jian Wang
Rui Yin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1637842

1,473 views

Original Research

Published on 12 Sep 2025

An artificial intelligence model for early-stage breast cancer classification from histopathological biopsy images

in Medicine and Public Health

Neil Chaudhary
A. Z. Dhunny

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627876

2,808 views

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

2,715 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

2,099 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

3,843 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

1,757 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

2,215 views
1 citation

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

2,268 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

2,022 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

2,422 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

3,330 views
2 citations

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

6,253 views
2 citations

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

1,903 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

2,910 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

9,841 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

1,828 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

1,702 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

2,163 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

4,255 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

2,231 views
1 citation

516 articles

articles

Adaptive noise-augmented attention for enhancing Transformer fine-tuning on longitudinal medical data

Privacy-, linguistic-, and information-preserving synthesis of clinical documentation through generative agents

Using ChatGPT as an assessment tool for medical residents in Mexico: a descriptive experience

Research on intelligent matching of students’ learning ability and healthcare job market demand based on industrial engineering expertise graph

YOLOv10-based detection of melanocytic nevi: reverse exclusion optimization for melanoma screening

An artificial intelligence model for early-stage breast cancer classification from histopathological biopsy images

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