Frontiers in Artificial Intelligence | Medicine and Public Health

Original Research

Published on 17 Dec 2025

Deep multimodal learning for domain-level cognitive decline prediction in Alzheimer's disease

in Medicine and Public Health

Fernando Garcı́a-Gutiérrez
Jordi A. Matias-Guiu
José L. Ayala

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1731062

452 views

Systematic Review

Published on 17 Dec 2025

Impact of generative AI in medical education in India: a systematic review

in Medicine and Public Health

Azfar Mateen
Visesh Kumar
Ajay Kumar Singh
Berendra Yadav
Mala Mahto
Atiq Hassan
Nazim Nasir

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1704785

237 views

Brief Research Report

Accepted on 16 Dec 2025

Detection of Protein-Losing Enteropathy (PLE) Ultrasonographic Imaging Features in Dogs Using Deep Learning Neural Networks

in Medicine and Public Health

Anne-Kathrin Reichert
Kariem Ali
Amna Asif
Romy Monika Heilmann

Frontiers in Artificial Intelligence

Original Research

Accepted on 15 Dec 2025

The Collaborations among Healthcare Systems, Research Institutions, and Industry on Artificial Intelligence Research and Development

in Medicine and Public Health

Jiancheng Ye
Michelle Ma
Malak Abuhashish

Frontiers in Artificial Intelligence

Brief Research Report

Published on 12 Dec 2025

A deterministic large language model (LLM) framework for safe, protocol-adherent clinical decision support: application in hemodialysis anemia management (AnemiaCare HDs)

in Medicine and Public Health

Jose Arriola-Montenegro
Charat Thongprayoon
Benjamin Bizer
Jing Miao
Karina Ordaya-Gonzales
Iasmina M. Craici
Wisit Cheungpasitporn

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1728320

782 views

Original Research

Published on 12 Dec 2025

ChatGPT and reference intervals: a comparative analysis of repeatability in GPT-3.5 Turbo, GPT-4, and GPT-4o

in Medicine and Public Health

Annika Meyer
Edgar Schömig
Thomas Streichert

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1681979

662 views

Original Research

Published on 11 Dec 2025

Machine learning-based mortality prediction in critically ill patients with hypertension: comparative analysis, fairness, and interpretability

in Medicine and Public Health

Shenghan Zhang
Sirui Ding
Zidu Xu
Jiancheng Ye

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1686378

634 views

Original Research

Published on 11 Dec 2025

Association of Shanghai air pollution with postoperative infection in adolescent orthopedic patients: a study using a deep learning-based evolutionary model

in Medicine and Public Health

Yufeng Wang
Yang Yuan
Yang Liu
Haoqi Cai

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1692207

451 views

Correction

Accepted on 10 Dec 2025

Correction: Machine learning-based detection of cognitive decline using SSWTRT: classification performance and decision analysis

in Medicine and Public Health

Yuji Nozaki

Frontiers in Artificial Intelligence

187 views

Original Research

Published on 10 Dec 2025

Exploring the use and perceived impact of artificial intelligence in medical internship: a cross-sectional study of Palestinian doctors

in Medicine and Public Health

Abdallah Qawasmeh
Salahaldeen Deeb
Alhareth M. Amro
Khaled Alhashlamon
Ibrahim Althaher
Nour Yaser Mohammad Shadeed
Khadija Mohammad
Farid K. Abu Shama

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1738782

1,044 views

Original Research

Published on 09 Dec 2025

AI for evidence-based treatment recommendation in oncology: a blinded evaluation of large language models and agentic workflows

in Medicine and Public Health

Guannan Zhai
Merav Bar
Andrew J. Cowan
Samuel Rubinstein
Qian Shi
Ningjie Zhang
En Xie
Will Ma

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1683322

499 views

Brief Research Report

Published on 09 Dec 2025

Adaptation of convolutional neural networks for real-time abdominal ultrasound interpretation

in Medicine and Public Health

Austin J. Ruiz
Sofía I. Hernández Torres
Eric J. Snider

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1718503

432 views

Original Research

Published on 09 Dec 2025

Machine learning techniques for improved prediction of cardiovascular diseases using integrated healthcare data

in Medicine and Public Health

Abdulgani Kahraman

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1694450

721 views

Systematic Review

Published on 09 Dec 2025

Multimodal observable cues in mood, anxiety, and borderline personality disorders: a review of reviews to inform explainable AI in mental health

in Medicine and Public Health

Grega Močnik
Ana Rehberger
Žan Smogavc
Izidor Mlakar
Urška Smrke
Sara Močnik

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1696448

500 views

Review

Accepted on 08 Dec 2025

Multimodal Graph Neural Networks in Healthcare: A Review of Fusion Strategies Across Biomedical Domains

in Medicine and Public Health

MARIA VAIDA
Ziyuan Huang

Frontiers in Artificial Intelligence

261 views

Mini Review

Accepted on 08 Dec 2025

Advancing Precision Medicine with Multi-Modal AI: Clinical Validation Across Genomics, Imaging, and EHR Data

in Medicine and Public Health

Shahper Nazeer Khan
DANISHUDDIN NAN
Mohd Wajid Ali Khan
Luca Guarnera
Syed Fauzan Akhtar

Frontiers in Artificial Intelligence

209 views

Original Research

Accepted on 08 Dec 2025

Rectal Cancer Segmentation via HHF-SAM: A Hierarchical Hypercolumn-Guided Fusion Segment Anything Model

in Medicine and Public Health

Wang Ye
Yang Ying
Wu Xiaohong
Feng Zhoushan
Wang Congcong

Frontiers in Artificial Intelligence

106 views

Original Research

Accepted on 08 Dec 2025

Artificial Intelligence in Outpatient Management: A Simulation-Based Study in a Chinese Tertiary Hospital

in Medicine and Public Health

Xiaoxiao Quan
Kejun Wang
Junjie Pan
Zhiyu Fang

Frontiers in Artificial Intelligence

115 views

Editorial

Accepted on 08 Dec 2025

Editorial: Enhancing Kidney Transplant Outcomes through Machine Learning Innovations

in Medicine and Public Health

Antonio Sarasa-Cabezuelo
Krishna Kumar Sharma
Amado Andrés Belmonte
Ana M. González De Miguel
Ulises Roman-Concha

Frontiers in Artificial Intelligence

461 views

Original Research

Accepted on 08 Dec 2025

Improved Attention based PCNN with GhostNet for Epilepsy Seizure Detection using EEG and fMRI modalities: Extractive pattern and Histogram Feature set

in Medicine and Public Health

SUNKARA MOUNIKA
Reeja S R

Frontiers in Artificial Intelligence

181 views

Original Research

Published on 08 Dec 2025

LC-YOLOmatch: a novel scene segmentation approach based on YOLO for laparoscopic cholecystectomy

in Medicine and Public Health

Hong Long
Yuancheng Shao
Mini Han Wang
Fengshi Jing
Yuqiao Chen
Shuai Xiao
Jia Gu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1706021

479 views

Original Research

Published on 08 Dec 2025

Gender-based Alzheimer's detection using ResNet-50 and binary dragonfly algorithm on neuroimaging

in Medicine and Public Health

Muhammad Ikram ul Haq
Waqas Haider Bangyal
Arfan Jaffar
Asma Abdullah Alfayez
Adnan Ashraf
Meshari Alazmi
Mubbashar Hussain

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1717913

471 views

Original Research

Published on 03 Dec 2025

Comparative analysis of frequentist, Bayesian, and machine learning models for predicting SARS-CoV-2 PCR positivity

in Medicine and Public Health

Francis Chukwuebuka Ihenetu
Chinyere Ihuarulam Okoro
Makuochukwu Maryann Ozoude
Emeka H. Okechukwu
Easter Godwin Nwokah

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1668477

694 views

Original Research

Accepted on 28 Nov 2025

Machine Learning-Guided Clinical Pharmacist Interventions Improve Treatment Outcomes in Tuberculosis Patients: A Precision Medicine Approach

in Medicine and Public Health

Dang Yi
Huanqing Liu
Qian Lei
Tingting Li

Frontiers in Artificial Intelligence

310 views

504 articles

articles

Deep multimodal learning for domain-level cognitive decline prediction in Alzheimer's disease

Impact of generative AI in medical education in India: a systematic review

Detection of Protein-Losing Enteropathy (PLE) Ultrasonographic Imaging Features in Dogs Using Deep Learning Neural Networks

The Collaborations among Healthcare Systems, Research Institutions, and Industry on Artificial Intelligence Research and Development

A deterministic large language model (LLM) framework for safe, protocol-adherent clinical decision support: application in hemodialysis anemia management (AnemiaCare HDs)

ChatGPT and reference intervals: a comparative analysis of repeatability in GPT-3.5 Turbo, GPT-4, and GPT-4o

Machine learning-based mortality prediction in critically ill patients with hypertension: comparative analysis, fairness, and interpretability

Association of Shanghai air pollution with postoperative infection in adolescent orthopedic patients: a study using a deep learning-based evolutionary model

Correction: Machine learning-based detection of cognitive decline using SSWTRT: classification performance and decision analysis

Exploring the use and perceived impact of artificial intelligence in medical internship: a cross-sectional study of Palestinian doctors

AI for evidence-based treatment recommendation in oncology: a blinded evaluation of large language models and agentic workflows

Adaptation of convolutional neural networks for real-time abdominal ultrasound interpretation

Machine learning techniques for improved prediction of cardiovascular diseases using integrated healthcare data

Multimodal observable cues in mood, anxiety, and borderline personality disorders: a review of reviews to inform explainable AI in mental health

Multimodal Graph Neural Networks in Healthcare: A Review of Fusion Strategies Across Biomedical Domains

Advancing Precision Medicine with Multi-Modal AI: Clinical Validation Across Genomics, Imaging, and EHR Data

Rectal Cancer Segmentation via HHF-SAM: A Hierarchical Hypercolumn-Guided Fusion Segment Anything Model

Artificial Intelligence in Outpatient Management: A Simulation-Based Study in a Chinese Tertiary Hospital

Editorial: Enhancing Kidney Transplant Outcomes through Machine Learning Innovations

Improved Attention based PCNN with GhostNet for Epilepsy Seizure Detection using EEG and fMRI modalities: Extractive pattern and Histogram Feature set

LC-YOLOmatch: a novel scene segmentation approach based on YOLO for laparoscopic cholecystectomy

Gender-based Alzheimer's detection using ResNet-50 and binary dragonfly algorithm on neuroimaging

Comparative analysis of frequentist, Bayesian, and machine learning models for predicting SARS-CoV-2 PCR positivity

Machine Learning-Guided Clinical Pharmacist Interventions Improve Treatment Outcomes in Tuberculosis Patients: A Precision Medicine Approach