Frontiers in Artificial Intelligence | Medicine and Public Health

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

1,354 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

3,630 views
2 citations

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

893 views

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

3,694 views
1 citation

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

1,847 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

1,785 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

3,752 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

1,476 views

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

5,267 views
1 citation

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

1,678 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

1,999 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

1,163 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

1,921 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

1,862 views

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

1,654 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

1,602 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

2,545 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

2,315 views

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

2,332 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

2,063 views
1 citation

Systematic Review

Published on 24 Sep 2025

Deep learning in ultrasound tongue imaging: a systematic review toward automated detection of speech sound disorders

in Medicine and Public Health

Saja Al Ani
Joanne Cleland
Ahmed Zoha

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1631134

1,810 views

Original Research

Published on 24 Sep 2025

Evaluation of large language model-generated medical information on idiopathic pulmonary fibrosis

in Medicine and Public Health

Iván Cherrez-Ojeda
Björn Christian Frye
Andreas Hoheisel
Arturo Cortes-Telles
Karla Robles-Velasco
Heidegger N. Mateos-Toledo
Ricardo G. Figueiredo
Christopher J. Ryerson
Gabriela Rodas-Valero
Juan Carlos Calderón

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618378

2,267 views

Original Research

Published on 22 Sep 2025

Evaluating a retrieval-augmented pregnancy chatbot: a comprehensibility–accuracy-readability study of the DIAN AI assistant

in Medicine and Public Health

P. Valan
Pulidindi Venugopal

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1640994

2,469 views

Original Research

Published on 18 Sep 2025

Predicting offer burden to optimize batch sizes in simultaneously expiring kidney offers

in Medicine and Public Health

Sean Berry
Berk Görgülü
Sait Tunç
Mucahit Cevik

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662960

1,440 views

516 articles

articles

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

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

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

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

Deep learning in ultrasound tongue imaging: a systematic review toward automated detection of speech sound disorders

Evaluation of large language model-generated medical information on idiopathic pulmonary fibrosis

Evaluating a retrieval-augmented pregnancy chatbot: a comprehensibility–accuracy-readability study of the DIAN AI assistant

Predicting offer burden to optimize batch sizes in simultaneously expiring kidney offers