Frontiers in Artificial Intelligence | Medicine and Public Health

Original Research

Published on 23 Jan 2026

HED-Net: a hybrid ensemble deep learning framework for breast ultrasound image classification

in Medicine and Public Health

Soumya Sara Koshy
L. Jani Anbarasi
Modigari Narendra
Rabindra Kumar Singh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1672488

1,143 views

Systematic Review

Published on 22 Jan 2026

Computational methods for the identification of suicidal ideation: a systematic review

in Medicine and Public Health

Brahian Stiven Gil Arias
Juan Carlos Blandón Andrade
Grigori Sidorov
Alejandro Morales-Ríos

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1704818

982 views

Perspective

Published on 20 Jan 2026

Advancing the implementation of artificial intelligence in regulatory frameworks for chemical safety assessment by defining robust readiness criteria

in Medicine and Public Health

Joyce de Paula Souza
Jonathan Blum
Uko Maran
Sulev Sild
Louis Dawson
Aleksandra Čavoški
Laura Holden
Robert Lee
Veronika Karnel
Lukas Meusburger

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1738770

1,257 views

Original Research

Published on 20 Jan 2026

Predicting and identifying correlates of inequalities in breast cancer screening uptake using national level data from India

in Medicine and Public Health

Aleena Tanveer
Raja Hashim Ali
Jitendra Majhi
Moumita Mukherjee

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1729796

1,392 views

Original Research

Accepted on 16 Jan 2026

Machine Learning Strategies for Predicting Pediatric Suicidal Behaviours in a Brazilian Emergency Setting

in Medicine and Public Health

Isis F Carvalho
Ana Paula Couto Da Silva
Anisio M Lacerda
Wagner Meira Jr
Danilo Bastos Bispo Ferreira
Lys Malloy Diniz
Alexandre Luiz De Oliveira Serpa
Maria Carolina Lobato Machado
Debora Marques Miranda
Gisele Lobo Pappa

Frontiers in Artificial Intelligence

302 views

Original Research

Published on 16 Jan 2026

Artificial intelligence and precision medicine: a pilot study predicting optimal ceftaroline dosage for pediatric patients

in Medicine and Public Health

Maria Frasca
Gianluca Gazzaniga
Agnese Graziosi
Valentina De Nicolo
Costantino De Giacomo
Stefano Martinelli
Michele Senatore
Alessandra Romandini
Chiara Moretti
Giulia Angela Carla Pattarino

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1702087

915 views

Original Research

Published on 16 Jan 2026

Triboostcardio ensemble model for cardiovascular disease detection using advanced blockchain-enabled health monitoring

in Medicine and Public Health

M. Mayuranathan
V. Anitha
P. Nehru
Bosko Nikolic
Miloš Janjić
Nebojsa Bacanin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1734013

801 views

Original Research

Accepted on 13 Jan 2026

Visually grounded emotion regulation via diffusion models and user-driven reappraisal

in Medicine and Public Health

Edoardo Pinzuti
Oliver Tüscher
André Ferreira Castro

Frontiers in Artificial Intelligence

202 views

Systematic Review

Published on 13 Jan 2026

Comparative accuracy of artificial intelligence versus manual interpretation in detecting pulmonary hypertension across chest imaging modalities: a diagnostic test accuracy meta-analysis

in Medicine and Public Health

Faizan Ahmed
Faseeh Haider
Ramsha Ali
Muhammad Arham
Yusra Junaid
Allah Dad
Kinza Bakht
Maryam Abbasi
Bareera Tanveer Malik
Abdul Mateen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1709489

1,153 views

Original Research

Published on 13 Jan 2026

Evaluating the efficacy of large language models in cardio-oncology patient education: a comparative analysis of accuracy, readability, and prompt engineering strategies

in Medicine and Public Health

Zhao Wang
Lin Liang
Hao Xu
Yuhui Huang
Chen He
Weiran Xu
Haojie Zhu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1693446

843 views

Original Research

Published on 12 Jan 2026

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

doi 10.3389/frai.2025.1694145

923 views
1 citation

Original Research

Published on 12 Jan 2026

Constructing a risk screen for attention difficulty in U.S. adults using six machine learning methods

in Medicine and Public Health

Ying Song
Yansun Sun
Zedan Guo
Li Yi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1704576

655 views

Original Research

Published on 12 Jan 2026

Deep learning and machine learning integration of radiomics and transcriptomics predicts response-adapted radiotherapy outcome and radiosensitivity in resectable locally advanced laryngeal carcinoma

in Medicine and Public Health

Shafat Ujjahan
Abu Shadat M. Noman
Sarah S. Al-Johani
Zakia Shinwari
Ayodele A. Alaiya
Syed S. Islam

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1738174

1,043 views

Original Research

Published on 12 Jan 2026

Perception and awareness of healthcare professionals toward the applications of artificial intelligence in Egyptian healthcare settings

in Medicine and Public Health

Shimaa Azzam
El-Morsy Ahmed El-Morsy
Amira S. A. Said
Nermin Eissa
Doaa Mahmoud Khalil

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1700493

804 views

Original Research

Published on 12 Jan 2026

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

doi 10.3389/frai.2025.1679218

746 views

Original Research

Published on 12 Jan 2026

Antenatal prediction of small for gestational age at birth based on four birthweight standards using machine learning algorithms

in Medicine and Public Health

Qiu-Yan Yu
Ying Lin
Yu-Run Zhou
Xin-Jun Yang
Joris Hemelaar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1679979

690 views

Original Research

Published on 12 Jan 2026

Rectal cancer segmentation via HHF-SAM: a hierarchical hypercolumn-guided fusion segment anything model

in Medicine and Public Health

Ye Wang
Ying Yang
Xiaohong Wu
Zhoushan Feng
Congcong Wang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1696984

561 views

Review

Published on 09 Jan 2026

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

doi 10.3389/frai.2025.1716706

2,356 views

Brief Research Report

Published on 08 Jan 2026

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 M. Heilmann

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1707957

1,281 views

Correction

Published on 08 Jan 2026

Correction: 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.2025.1764066

574 views

Mini Review

Published on 07 Jan 2026

Multi-modal AI in precision medicine: integrating genomics, imaging, and EHR data for clinical insights

in Medicine and Public Health

Shahper Nazeer Khan
Danishuddin
Mohd Wajid Ali Khan
Luca Guarnera
Syed Mohammad Fauzan Akhtar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1743921

2,889 views

Original Research

Published on 06 Jan 2026

Use of machine learning models to predict mechanical ventilation, ECMO, and mortality in COVID-19

in Medicine and Public Health

Nina Moorman
Erin Hedlund-Botti
Grace Gombolay
Matthew C. Gombolay

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1661637

1,049 views

Original Research

Published on 05 Jan 2026

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

doi 10.3389/frai.2025.1696586

806 views

Original Research

Accepted on 29 Dec 2025

Artificial Intelligence Models and Combined Scoring Approaches for Endometrial Receptivity Assessment in In Vitro Fertilization

in Medicine and Public Health

Teymur Bornaun

Frontiers in Artificial Intelligence

345 views

541 articles

articles

HED-Net: a hybrid ensemble deep learning framework for breast ultrasound image classification

Computational methods for the identification of suicidal ideation: a systematic review

Advancing the implementation of artificial intelligence in regulatory frameworks for chemical safety assessment by defining robust readiness criteria

Predicting and identifying correlates of inequalities in breast cancer screening uptake using national level data from India

Machine Learning Strategies for Predicting Pediatric Suicidal Behaviours in a Brazilian Emergency Setting

Artificial intelligence and precision medicine: a pilot study predicting optimal ceftaroline dosage for pediatric patients

Triboostcardio ensemble model for cardiovascular disease detection using advanced blockchain-enabled health monitoring

Visually grounded emotion regulation via diffusion models and user-driven reappraisal

Comparative accuracy of artificial intelligence versus manual interpretation in detecting pulmonary hypertension across chest imaging modalities: a diagnostic test accuracy meta-analysis

Evaluating the efficacy of large language models in cardio-oncology patient education: a comparative analysis of accuracy, readability, and prompt engineering strategies

The collaborations among healthcare systems, research institutions, and industry on artificial intelligence research and development

Constructing a risk screen for attention difficulty in U.S. adults using six machine learning methods

Deep learning and machine learning integration of radiomics and transcriptomics predicts response-adapted radiotherapy outcome and radiosensitivity in resectable locally advanced laryngeal carcinoma

Perception and awareness of healthcare professionals toward the applications of artificial intelligence in Egyptian healthcare settings

Improved attention-based PCNN with GhostNet for epilepsy seizure detection using EEG and fMRI modalities: extractive pattern and histogram feature set

Antenatal prediction of small for gestational age at birth based on four birthweight standards using machine learning algorithms

Rectal cancer segmentation via HHF-SAM: a hierarchical hypercolumn-guided fusion segment anything model

Multimodal graph neural networks in healthcare: a review of fusion strategies across biomedical domains

Detection of protein-losing enteropathy (PLE) ultrasonographic imaging features in dogs using deep learning neural networks

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

Multi-modal AI in precision medicine: integrating genomics, imaging, and EHR data for clinical insights

Use of machine learning models to predict mechanical ventilation, ECMO, and mortality in COVID-19

Artificial intelligence in outpatient management: a simulation-based study in a Chinese tertiary hospital

Artificial Intelligence Models and Combined Scoring Approaches for Endometrial Receptivity Assessment in In Vitro Fertilization