Frontiers in Artificial Intelligence | Medicine and Public Health

Perspective

Published on 30 Jul 2025

AI-driven epidemic intelligence: the future of outbreak detection and response

in Medicine and Public Health

Jasleen Kaur
Zahid Ahmad Butt

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1645467

8,252 views
4 citations

Editorial

Published on 29 Jul 2025

Editorial: AI in digital oncology: imaging and wearable technology for cancer detection and management

in Medicine and Public Health

Souptik Barua
Channing J. Paller
Navkiran Randhawa
Arvind Rao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662971

1,875 views

Opinion

Published on 25 Jul 2025

From data-driven cities to data-driven tumors: dynamic digital twins for adaptive oncology

in Medicine and Public Health

Irem Karaman
Burhan Sebin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1624877

2,951 views
2 citations

Original Research

Published on 24 Jul 2025

Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training

in Medicine and Public Health

Yi Xiang
Rajendra Acharya
Quan Le
Jen Hong Tan
Chiaw-Ling Chng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618426

2,787 views
1 citation

Original Research

Published on 23 Jul 2025

Federated knee injury diagnosis using few shot learning

in Medicine and Public Health

Chirag Goel
Anita X
Jani Anbarasi L

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1589358

1,851 views

Original Research

Published on 23 Jul 2025

Three-dimensional visualization and navigation for micro-noninvasive uterine fibroid surgery based on MRI and ultrasound image fusion

in Medicine and Public Health

Ting Wang
Yingang Wen
Zhibiao Wang
Xi Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1613960

1,766 views
1 citation

Correction

Published on 23 Jul 2025

Correction: 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.2025.1659362

2,036 views

Original Research

Published on 23 Jul 2025

AI-assisted anatomical structure recognition and segmentation via mamba-transformer architecture in abdominal ultrasound images

in Medicine and Public Health

Shih-Fang Chang
Po-Yi Wu
Ming-Chang Tsai
Vincent S. Tseng
Chi-Chih Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618607

3,973 views

Original Research

Published on 21 Jul 2025

Systematic analysis of hepatotoxicity: combining literature mining and AI language models

in Medicine and Public Health

Chris Bauer
Long Tran Duc Dang
Twan van den Beucken
Johannes Schuchhardt
Ralf Herwig

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1561292

1,929 views

Systematic Review

Published on 18 Jul 2025

The application of random forest-based models in prognostication of gastrointestinal tract malignancies: a systematic review

in Medicine and Public Health

Zhina Mohamadi
Ahmad Shafizadeh
Yasaman Aliyan
Seyedeh Fatemeh Shayesteh
Parsa Goudarzi
Alireza Khodabandeh
Amirali Vaghari
Helma Ashrafi
Omid Bahrami
Armin ZarinKhat

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1517670

3,015 views

Review

Published on 18 Jul 2025

Artificial intelligence and machine learning in the development of vaccines and immunotherapeutics—yesterday, today, and tomorrow

in Medicine and Public Health

Elhoucine Elfatimi
Yassir Lekbach
Swayam Prakash
Lbachir BenMohamed

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1620572

9,309 views
8 citations

Original Research

Published on 17 Jul 2025

A reliable approach for identifying acute lymphoblastic leukemia in microscopic imaging

in Medicine and Public Health

Mimosette Makem
Levente Tamas
Lucian Bușoniu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1620252

1,981 views
2 citations

Systematic Review

Published on 17 Jul 2025

Visible neural networks for multi-omics integration: a critical review

in Medicine and Public Health

David Antony Selby
Rashika Jakhmola
Maximilian Sprang
Gerrit Großmann
Hind Raki
Niloofar Maani
Daria Pavliuk
Jan Ewald
Sebastian Vollmer

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1595291

4,073 views
5 citations

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

1,420 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

1,716 views

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

1,686 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

6,059 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

2,165 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

7,470 views

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

4,605 views
1 citation

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

13,294 views
2 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

3,082 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

2,126 views

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

3,320 views

509 articles

articles

AI-driven epidemic intelligence: the future of outbreak detection and response

Editorial: AI in digital oncology: imaging and wearable technology for cancer detection and management

From data-driven cities to data-driven tumors: dynamic digital twins for adaptive oncology

Thyroid nodule segmentation in ultrasound images using transformer models with masked autoencoder pre-training

Federated knee injury diagnosis using few shot learning

Three-dimensional visualization and navigation for micro-noninvasive uterine fibroid surgery based on MRI and ultrasound image fusion

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

AI-assisted anatomical structure recognition and segmentation via mamba-transformer architecture in abdominal ultrasound images

Systematic analysis of hepatotoxicity: combining literature mining and AI language models

The application of random forest-based models in prognostication of gastrointestinal tract malignancies: a systematic review

Artificial intelligence and machine learning in the development of vaccines and immunotherapeutics—yesterday, today, and tomorrow

A reliable approach for identifying acute lymphoblastic leukemia in microscopic imaging

Visible neural networks for multi-omics integration: a critical review

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

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

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

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