Frontiers in Artificial Intelligence | Medicine and Public Health

Original Research

Published on 16 Jul 2025

Spectral Entropic Radiomics Feature Extraction (SERFE): an adaptive approach for glioblastoma disease classification

in Medicine and Public Health

V. L. Sowmya
A. Bharathi Malakreddy
Santhi Natarajan
N. Prathik
I. S. Rajesh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1583079

1,771 views
1 citation

Original Research

Published on 15 Jul 2025

Evaluating the impact of common clinical confounders on performance of deep-learning-based sepsis risk assessment

in Medicine and Public Health

Shikha Chaganti
Vivek Singh
Alasdair Edward Gent
Rishikesan Kamaleswaran
Ali Kamen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1452471

1,983 views

Original Research

Published on 15 Jul 2025

Outliers and anomalies in training and testing datasets for AI-powered morphometry—evidence from CT scans of the spleen

in Medicine and Public Health

Yuriy Vasilev
Anastasia Pamova
Tatiana Bobrovskaya
Anton Vladzimirskyy
Olga Omelyanskaya
Elena Astapenko
Artem Kruchinkin
Novik Vladimir
Kirill Arzamasov

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1607348

2,098 views

Original Research

Published on 11 Jul 2025

Swedish Medical LLM Benchmark: development and evaluation of a framework for assessing large language models in the Swedish medical domain

in Medicine and Public Health

Birger Moëll
Fabian Farestam
Jonas Beskow

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1557920

7,437 views
3 citations

Original Research

Published on 04 Jul 2025

Quantifying training response in cycling based on cardiovascular drift using machine learning

in Medicine and Public Health

Artur Barsumyan
Raman Shyla
Anton Saukkonen
Christian Soost
Jan Adriaan Graw
Rene Burchard

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1623384

2,814 views
1 citation

Mini Review

Published on 02 Jul 2025

AI in humanitarian healthcare: a game changer for crisis response

in Medicine and Public Health

Diala Haykal
Mohamad Goldust
Hugues Cartier
Patrick Treacy

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627773

9,055 views
2 citations

Original Research

Published on 02 Jul 2025

Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data

in Medicine and Public Health

Tongtong Jin
Ayitijiang· Halili

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1624171

5,504 views
2 citations

Mini Review

Published on 02 Jul 2025

Ethical-legal implications of AI-powered healthcare in critical perspective

in Medicine and Public Health

Mohammad Nasir
Kaif Siddiqui
Samreen Ahmed

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1619463

15,955 views
8 citations

Original Research

Published on 27 Jun 2025

A nnU-Net-based automatic segmentation of FCD type II lesions in 3D FLAIR MRI images

in Medicine and Public Health

Shubham Joshi
Millie Pant
Arnav Malhotra
Kusum Deep
Vaclav Snasel

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1601815

3,872 views
1 citation

Original Research

Published on 26 Jun 2025

Construction of medical scientific data repositories in China: analysis of survey and recommendations

in Medicine and Public Health

Jia Song
Chunqiu Li
Wirapong Chansanam

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1544200

2,548 views
1 citation

Original Research

Published on 24 Jun 2025

Journaling with large language models: a novel UX paradigm for AI-driven personal health management

in Medicine and Public Health

Birger Moëll
Fredrik Sand Aronsson

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1567580

4,042 views

Original Research

Published on 19 Jun 2025

Biologically inspired hybrid model for Alzheimer’s disease classification using structural MRI in the ADNI dataset

in Medicine and Public Health

Houmem Slimi
Imen Cherif
Sabeur Abid
Mounir Sayadi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1590599

3,706 views
2 citations

Original Research

Published on 18 Jun 2025

Medical reasoning in LLMs: an in-depth analysis of DeepSeek R1

in Medicine and Public Health

Birger Moëll
Fredrik Sand Aronsson
Sanian Akbar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1616145

10,844 views
19 citations

Original Research

Published on 18 Jun 2025

VMDU-net: a dual encoder multi-scale fusion network for polyp segmentation with Vision Mamba and Cross-Shape Transformer integration

in Medicine and Public Health

Peng Li
Jianhua Ding
Chia S. Lim

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1557508

3,088 views
1 citation

Original Research

Published on 18 Jun 2025

Regularization by neural style transfer for MRI field-transfer reconstruction with limited data

in Medicine and Public Health

Guoyao Shen
Yancheng Zhu
Mengyu Li
Ryan McNaughton
Hernan Jara
Sean B. Andersson
Chad W. Farris
Stephan Anderson
Xin Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1579251

2,499 views

Original Research

Published on 17 Jun 2025

A hybrid fuzzy logic–Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support

in Medicine and Public Health

Alexandre Hudon

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1606250

3,070 views

Editorial

Published on 13 Jun 2025

Editorial: Outbreak oracles: how AI's journey through COVID-19 shapes future epidemic strategy

in Medicine and Public Health

Dmytro Chumachenko
Jasleen Kaur
Jake Y. Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1636444

1,994 views

Technology and Code

Published on 10 Jun 2025

Automating updates for scoping reviews on the environmental drivers of human and animal diseases: a comparative analysis of AI methods

in Medicine and Public Health

Rémy Decoupes
Claudia Cataldo
Luca Busani
Mathieu Roche
Maguelonne Teisseire

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1526820

2,760 views

Original Research

Published on 05 Jun 2025

Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy

in Medicine and Public Health

Tobias Schraut
Anne Schützenberger
Tomás Arias-Vergara
Melda Kunduk
Matthias Echternach
Stephan Dürr
Julia Werz
Michael Döllinger

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1601716

2,712 views
2 citations

Original Research

Published on 05 Jun 2025

Analysis and correcting pronunciation disorders based on artificial intelligence approach

in Medicine and Public Health

Nataliia Melnykova
Bohdan Pavlyk
Oleh Basystiuk
Stepan Skopivskyi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1388180

2,096 views

Original Research

Published on 04 Jun 2025

Assessing the potential for application of machine learning in predicting weather-sensitive waterborne diseases in selected districts of Tanzania

in Medicine and Public Health

Neema Nicodemus Lyimo
Kadeghe Goodluck Fue
Silvia Francis Materu
Ndimile Charles Kilatu
Joseph Philipo Telemala

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1597727

3,542 views
2 citations

Original Research

Published on 03 Jun 2025

Online platform vs. doctors: a comparative exploration of congenital cataract patient education from virtual to reality

in Medicine and Public Health

Xuanqiao Lin
Lifang Bai
Xiaohuan Zhao
Lei Cai
Jin Yang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1548385

3,264 views

Review

Published on 30 May 2025

Can artificial intelligence improve the diagnosis and prognosis of disorders of consciousness? A scoping review

in Medicine and Public Health

Mirjam Bonanno
Davide Cardile
Piergiuseppe Liuzzi
Antonio Celesti
Giuseppe Micali
Francesco Corallo
Angelo Quartarone
Francesco Tomaiuolo
Rocco Salvatore Calabrò

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1608778

4,610 views
3 citations

Original Research

Published on 30 May 2025

NLP-based removal of personally identifiable information from Hungarian electronic health records

in Medicine and Public Health

András Berzi
Ervin Berényi
Zita Képes
Barnabás Antal
Ábrahám Gergely Varga
Miklós Emri

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1585260

2,642 views

544 articles

articles

Spectral Entropic Radiomics Feature Extraction (SERFE): an adaptive approach for glioblastoma disease classification

Evaluating the impact of common clinical confounders on performance of deep-learning-based sepsis risk assessment

Outliers and anomalies in training and testing datasets for AI-powered morphometry—evidence from CT scans of the spleen

Swedish Medical LLM Benchmark: development and evaluation of a framework for assessing large language models in the Swedish medical domain

Quantifying training response in cycling based on cardiovascular drift using machine learning

AI in humanitarian healthcare: a game changer for crisis response

Predicting the risk of depression in older adults with disability using machine learning: an analysis based on CHARLS data

Ethical-legal implications of AI-powered healthcare in critical perspective

A nnU-Net-based automatic segmentation of FCD type II lesions in 3D FLAIR MRI images

Construction of medical scientific data repositories in China: analysis of survey and recommendations

Journaling with large language models: a novel UX paradigm for AI-driven personal health management

Biologically inspired hybrid model for Alzheimer’s disease classification using structural MRI in the ADNI dataset

Medical reasoning in LLMs: an in-depth analysis of DeepSeek R1

VMDU-net: a dual encoder multi-scale fusion network for polyp segmentation with Vision Mamba and Cross-Shape Transformer integration

Regularization by neural style transfer for MRI field-transfer reconstruction with limited data

A hybrid fuzzy logic–Random Forest model to predict psychiatric treatment order outcomes: an interpretable tool for legal decision support

Editorial: Outbreak oracles: how AI's journey through COVID-19 shapes future epidemic strategy

Automating updates for scoping reviews on the environmental drivers of human and animal diseases: a comparative analysis of AI methods

Machine learning based assessment of hoarseness severity: a multi-sensor approach centered on high-speed videoendoscopy

Analysis and correcting pronunciation disorders based on artificial intelligence approach

Assessing the potential for application of machine learning in predicting weather-sensitive waterborne diseases in selected districts of Tanzania

Online platform vs. doctors: a comparative exploration of congenital cataract patient education from virtual to reality

Can artificial intelligence improve the diagnosis and prognosis of disorders of consciousness? A scoping review

NLP-based removal of personally identifiable information from Hungarian electronic health records