Frontiers in Artificial Intelligence | Medicine and Public Health

Review

Published on 31 Oct 2025

Artificial intelligence-, organoid-, and organ-on-chip-powered models to improve pre-clinical animal testing of vaccines and immunotherapeutics: potential, progress, and challenges

in Medicine and Public Health

Elhoucine Elfatimi
Yassir Lekbach
Swayam Prakash
Sweta Karan
Joshua Christian Dorotta
America Garcia
Beverly Sabathini Suoth
Chhaya Maurya
Etinosa Yvette Omorogieva
Sarah Xue Le Ng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1681106

4,820 views
1 citation

Original Research

Published on 30 Oct 2025

Tracking priming-induced language recovery in aphasia with pre-trained language models

in Medicine and Public Health

Yan Cong
Jiyeon Lee

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1668399

1,593 views

Original Research

Published on 29 Oct 2025

Quantitative evaluation of meibomian gland dysfunction via deep learning-based infrared image segmentation

in Medicine and Public Health

Ziyang Yu
Zhijun Wei
Mini Han Wang
Jiazheng Cui
Jiaxiang Tan
Yang Xu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1642361

1,934 views

Original Research

Published on 29 Oct 2025

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

in Medicine and Public Health

Yuji Nozaki
Chihiro Kamohara
Ryota Abe
Taiki Ieda
Madoka Nakajima
Maki Sakamoto

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1689182

1,885 views

Original Research

Published on 22 Oct 2025

Multicenter evaluation of machine and deep learning methods to predict glaucoma surgical outcomes

in Medicine and Public Health

Samuel Barry
Sophia Y. Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1636410

1,825 views

Original Research

Published on 22 Oct 2025

Assessing the quality of AI-generated clinical notes: validated evaluation of a large language model ambient scribe

in Medicine and Public Health

Erin Palm
Astrit Manikantan
Herprit Mahal
Srikanth Subramanya Belwadi
Mark E. Pepin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1691499

5,849 views
5 citations

Systematic Review

Published on 21 Oct 2025

Machine learning approaches to anxiety detection: trends, model evaluation, and future directions

in Medicine and Public Health

Meruyert Taskynbayeva
Alina Gutoreva

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1630047

5,341 views
1 citation

Brief Research Report

Published on 21 Oct 2025

Classification of patients with early-stage multiple sclerosis and healthy controls using kinematic analysis during a dual-task

in Medicine and Public Health

José Eduardo Rosseto Garotti
Danielli Souza Speciali
Raymundo Machado de Azevedo Neto
Patricia Maria de Carvalho Aguiar
Rodrigo Barbosa Thomaz
Tiago Abrão Setrak Sowmy
Guilherme Carlos Brech
Paulo Rodrigo Bazán
Elisa Harumi Kozasa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1660801

1,141 views

Original Research

Published on 20 Oct 2025

WOAENet: a whale optimization-guided ensemble deep learning with soft voting for uterine cancer diagnosis based on MRI images

in Medicine and Public Health

Omar F. Altal
Amer Mahmoud Sindiani
Hamad Yahia Abu Mhanna
Salem Alhatamleh
Mohammad Amin
Hanan Fawaz Akhdar
Rola Madain
Noor Alqasem
Faheem Zayed
Sitah Alanazi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1664201

2,387 views
1 citation

Original Research

Published on 16 Oct 2025

Machine learning enhanced acute heart failure phenotype prediction using natural language processing and random forest

in Medicine and Public Health

Pei-Hsuan Chang
Feng-Ching Liao
Yi-Ching Wu
Fang-Ju Sun
Yen-Yu Liu
Hung-I Yeh
Chung-Lieh Hung
Kun-Pin Wu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1664627

2,289 views

Original Research

Published on 15 Oct 2025

Early-fusion hybrid CNN-transformer models for multiclass ovarian tumor ultrasound classification

in Medicine and Public Health

Igor Garcia-Atutxa
José Martínez-Más
Andrés Bueno-Crespo
Francisca Villanueva-Flores

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1679310

4,431 views

Original Research

Published on 14 Oct 2025

Patient-centered modeling of the breast biopsy experience

in Medicine and Public Health

Isabel Nieto-Alvarez
Erik Bojorges-Valdez
Elvira Lang
Mohammadreza Ranaei Sharif
Göran Köber
Nicolas Rohleder
Oliver Amft

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618357

1,930 views
1 citation

Original Research

Published on 13 Oct 2025

Prompt engineering for accurate statistical reasoning with large language models in medical research

in Medicine and Public Health

Sifiso Vilakati

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1658316

8,304 views
3 citations

Brief Research Report

Published on 10 Oct 2025

Assessment of demographic bias in retinal age prediction machine learning models

in Medicine and Public Health

Christopher Nielsen
Emma A. M. Stanley
Matthias Wilms
Nils D. Forkert

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1653153

2,079 views

Original Research

Published on 10 Oct 2025

When AI speaks like a specialist: ChatGPT-4 in the management of inflammatory bowel disease

in Medicine and Public Health

Elena De Cristofaro
Francesca Zorzi
Maria Abreu
Alice Colella
Giovanna Del Vecchio Blanco
Gionata Fiorino
Elisabetta Lolli
Nurulamin Noor
Loris Riccardo Lopetuso
Mathieu Pioche

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1678320

2,577 views

Original Research

Published on 10 Oct 2025

Search-optimized quantization in biomedical ontology alignment

in Medicine and Public Health

Oussama Bouaggad
Natalia Grabar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662984

1,600 views

Original Research

Published on 09 Oct 2025

Federated learning for cognitive impairment detection using speech data

in Medicine and Public Health

Josep Blazquez-Folch
María Limones Andrade
Berta Calm
Juan Miguel Auñón García
Montserrat Alegret
Nathalia Muñoz
Amanda Cano
Victoria Fernández
Fernando García-Gutiérrez
Itziar De Rojas

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662859

2,364 views

Perspective

Published on 09 Oct 2025

Medicine for artificial intelligence: applying a medical framework to AI anomalies

in Medicine and Public Health

Takahiro Kato
Daisuke Komura
Binay Panda
Shumpei Ishikawa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1698717

2,326 views
1 citation

Original Research

Published on 06 Oct 2025

The potential of DeepSeek for AI-aided diagnosis of antibody-positive autoimmune encephalitis: a single-center, retrospective, observational study

in Medicine and Public Health

Huanyu Meng
Yihua Tang
Yuanqi Qi
Qinming Zhou
Lu He
Sheng Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1638904

2,149 views

Original Research

Published on 02 Oct 2025

Phase-specific kidney graft failure prediction with machine learning model

in Medicine and Public Health

Amankeldi A. Salybekov
Markus Wolfien
Ainur Yerkos
Zholdas Buribayev
Sumi Hidaka
Shuzo Kobayashi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1682639

1,926 views

Original Research

Published on 29 Sep 2025

Evaluation of the accuracy and repeatability of Deepseek V3, Doubao, and Kimi1.5 in answering knowledge-related queries about chronic non-bacterial osteitis

in Medicine and Public Health

Zhenxing Zhu
Jun Xie
Longxin Zhou
Chaoran Yang
Feng Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1629149

3,196 views

Systematic Review

Published on 29 Sep 2025

The implementation of artificial intelligence in upper extremity surgery: a systematic review

in Medicine and Public Health

Dylan Parry
Brennon Henderson
Paul Gaschen
Diane Ghanem
Evan Hernandez
Anceslo Idicula
Tammam Hanna
Brendan MacKay

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1621757

2,753 views
1 citation

Original Research

Published on 26 Sep 2025

Redefining digital health interfaces with large language models

in Medicine and Public Health

Fergus Imrie
Paulius Rauba
Mihaela van der Schaar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1623339

2,935 views
2 citations

Original Research

Published on 24 Sep 2025

Deep learning for causal inference using low birth weight in midwife-led continuity care intervention in north Shoa zone, Ethiopia

in Medicine and Public Health

Wudneh Ketema Moges
Awoke Seyoum Tegegne
Aweke A. Mitku
Esubalew Tesfahun
Solomon Hailemeskel

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1484299

2,462 views
1 citation

544 articles

articles

Artificial intelligence-, organoid-, and organ-on-chip-powered models to improve pre-clinical animal testing of vaccines and immunotherapeutics: potential, progress, and challenges

Tracking priming-induced language recovery in aphasia with pre-trained language models

Quantitative evaluation of meibomian gland dysfunction via deep learning-based infrared image segmentation

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

Multicenter evaluation of machine and deep learning methods to predict glaucoma surgical outcomes

Assessing the quality of AI-generated clinical notes: validated evaluation of a large language model ambient scribe

Machine learning approaches to anxiety detection: trends, model evaluation, and future directions

Classification of patients with early-stage multiple sclerosis and healthy controls using kinematic analysis during a dual-task

WOAENet: a whale optimization-guided ensemble deep learning with soft voting for uterine cancer diagnosis based on MRI images

Machine learning enhanced acute heart failure phenotype prediction using natural language processing and random forest

Early-fusion hybrid CNN-transformer models for multiclass ovarian tumor ultrasound classification

Patient-centered modeling of the breast biopsy experience

Prompt engineering for accurate statistical reasoning with large language models in medical research

Assessment of demographic bias in retinal age prediction machine learning models

When AI speaks like a specialist: ChatGPT-4 in the management of inflammatory bowel disease

Search-optimized quantization in biomedical ontology alignment

Federated learning for cognitive impairment detection using speech data

Medicine for artificial intelligence: applying a medical framework to AI anomalies

The potential of DeepSeek for AI-aided diagnosis of antibody-positive autoimmune encephalitis: a single-center, retrospective, observational study

Phase-specific kidney graft failure prediction with machine learning model

Evaluation of the accuracy and repeatability of Deepseek V3, Doubao, and Kimi1.5 in answering knowledge-related queries about chronic non-bacterial osteitis

The implementation of artificial intelligence in upper extremity surgery: a systematic review

Redefining digital health interfaces with large language models

Deep learning for causal inference using low birth weight in midwife-led continuity care intervention in north Shoa zone, Ethiopia