Frontiers in Big Data | Medicine and Public Health

Review

Published on 14 Nov 2025

Achieving health equity in immune disease: leveraging big data and artificial intelligence in an evolving health system landscape

in Medicine and Public Health

Stan Kachnowski
Asif H. Khan
Shadé Floquet
Kendal K. Whitlock
Juan Pablo Wisnivesky
Daniel B. Neill
Irene Dankwa-Mullan
Gezzer Ortega
Moataz Daoud
Raza Zaheer

Frontiers in Big Data

doi 10.3389/fdata.2025.1621526

776 views

Original Research

Published on 12 Nov 2025

Application and comparison of ARIMA, LSTM, and ARIMA-LSTM models for predicting foodborne diseases in Liaoning Province

in Medicine and Public Health

Xiaoxiao Du
Haomiao Yu
Hao Zhang
Xiangyun Liu
Xinling Yu
Tao Xie
Wenli Diao

Frontiers in Big Data

doi 10.3389/fdata.2025.1666962

754 views

Brief Research Report

Accepted on 11 Nov 2025

Integrated Analysis for Drug Repositioning in Migraine Using Genetic Evidence and Claims Database

in Medicine and Public Health

Shoichiro Inokuchi
Takumi Tajima

Frontiers in Big Data

Systematic Review

Accepted on 10 Nov 2025

Application of Artificial Intelligence in Cervical Cytology: A Systematic Review of Deep Learning Models, Datasets, and Reported Metrics

in Medicine and Public Health

Miguel Angel Valles-Coral
Ciro Rodriguez
Diego Rodriguez
Keller Sánchez-Dávila
Lolita Arévalo-Fasanando
Nelly Reátegui-Lozano

Frontiers in Big Data

Original Research

Accepted on 24 Oct 2025

Implementation of a Net Benefit Parameter in ROC Curve Decision Thresholds for AI-Powered Mammography Screening

in Medicine and Public Health

Anastasia Petrovna Pamova
Yuriy Aleksandrovich Vasilev
Tatyana Mikhaylovna Bobrovskaya
Anton Vyacheslavovich Vladzimirskyy
Olga Vasilyevna Omelyanskaya
Kirill Mikhailovich Arzamasov

Frontiers in Big Data

493 views

Original Research

Published on 12 Sep 2025

FAST—framework for AI-based surgical transformation

in Medicine and Public Health

Harmehr Sekhon
Farid Al Zoubi
Paul E. Beaulé
Pascal Fallavollita

Frontiers in Big Data

doi 10.3389/fdata.2025.1655260

1,602 views

Systematic Review

Published on 08 Aug 2025

Artificial intelligence for surgical outcome prediction in glaucoma: a systematic review

in Medicine and Public Health

Zeena Kailani
Lauren Kim
Joshua Bierbrier
Michael Balas
David J. Mathew

Frontiers in Big Data

doi 10.3389/fdata.2025.1605018

2,438 views
1 citation

Review

Published on 01 Aug 2025

The global burden of adverse effects of medical treatment: a 30-year socio-demographic and geographic analysis using GBD 2021 data

in Medicine and Public Health

Hanxin Lu
Xinyan Cheng
Jun Xiong

Frontiers in Big Data

doi 10.3389/fdata.2025.1590551

3,174 views

Original Research

Published on 10 Jul 2025

Optimizing public health management with predictive analytics: leveraging the power of random forest

in Medicine and Public Health

Hongman Wang
Yifan Song
Hua Bi

Frontiers in Big Data

doi 10.3389/fdata.2025.1574683

1,766 views

Original Research

Published on 07 Jul 2025

AI-powered smart emergency services support for 9-1-1 call handlers using textual features and SVM model for digital health optimization

in Medicine and Public Health

Afraa Attiah
Manal Kalkatawi

Frontiers in Big Data

doi 10.3389/fdata.2025.1594062

3,231 views
1 citation

Original Research

Published on 07 Apr 2025

A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa

in Medicine and Public Health

Meron Asmamaw Alemayehu
Shimels Derso Kebede
Agmasie Damtew Walle
Daniel Niguse Mamo
Ermias Bekele Enyew
Jibril Bashir Adem

Frontiers in Big Data

doi 10.3389/fdata.2025.1522578

2,863 views
1 citation

Original Research

Published on 26 Feb 2025

An epidemiological extension of the El Farol Bar problem

in Medicine and Public Health

Francesco Bertolotti
Niccolò Kadera
Luca Pasquino
Luca Mari

Frontiers in Big Data

doi 10.3389/fdata.2025.1519369

1,238 views

Review

Published on 20 Feb 2025

A review of AI-based radiogenomics in neurodegenerative disease

in Medicine and Public Health

Huanjing Liu
Xiao Zhang
Qian Liu

Frontiers in Big Data

doi 10.3389/fdata.2025.1515341

5,599 views

Original Research

Published on 19 Feb 2025

Next-generation approach to skin disorder prediction employing hybrid deep transfer learning

in Medicine and Public Health

Yonis Gulzar
Shivani Agarwal
Saira Soomro
Meenakshi Kandpal
Sherzod Turaev
Choo W. Onn
Shilpa Saini
Abdenour Bounsiar

Frontiers in Big Data

doi 10.3389/fdata.2025.1503883

5,158 views
6 citations

Editorial

Published on 14 Feb 2025

Editorial: Machine learning and immersive technologies for user-centered digital healthcare innovation

in Medicine and Public Health

Federico Colecchia
Daniele Giunchi
Rui Qin
Eleonora Ceccaldi
Fang Wang

Frontiers in Big Data

doi 10.3389/fdata.2025.1567941

2,610 views
4 citations

Systematic Review

Published on 17 Jan 2025

Artificial intelligence for the detection of acute myeloid leukemia from microscopic blood images; a systematic review and meta-analysis

in Medicine and Public Health

Feras Al-Obeidat
Wael Hafez
Asrar Rashid
Mahir Khalil Jallo
Munier Gador
Ivan Cherrez-Ojeda
Daniel Simancas-Racines

Frontiers in Big Data

doi 10.3389/fdata.2024.1402926

6,618 views
4 citations