Frontiers in Big Data | Medicine and Public Health

Original Research

Accepted on 23 Jun 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

269 views

Review

Accepted on 20 Jun 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

195 views

Original Research

Accepted on 16 Jun 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

306 views

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

1,522 views

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

787 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

3,345 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

2,765 views
1 citation

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

1,714 views

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

4,341 views
1 citation

Original Research

Published on 07 Jan 2025

Exploring infodemiology: unraveling the intricate relationships among stress, headaches, migraines, and suicide through Google Trends analysis

in Medicine and Public Health

Rapuru Rushendran
Vellapandian Chitra

Frontiers in Big Data

doi 10.3389/fdata.2024.1365417

1,820 views

Original Research

Published on 03 Jan 2025

Exploring the pivotal variables of tongue diagnosis between patients with chronic kidney disease and health participants

in Medicine and Public Health

Po-Chi Hsu
Jia-Ming Chen
Chia-Chu Chang
Yu-Jun Chang
Ping-Fang Chiu
John Y. Chiang
Lun-Chien Lo

Frontiers in Big Data

doi 10.3389/fdata.2024.1443646

1,736 views

Opinion

Published on 16 Dec 2024

Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

in Medicine and Public Health

Aravinda C. V
Sudeepa K. B
S. Pradeep
P. Suraksha
Meng Lin

Frontiers in Big Data

doi 10.3389/fdata.2024.1489020

1,310 views

Original Research

Published on 11 Dec 2024

Application of a localized morphometrics approach to imaging-derived brain phenotypes for genotype-phenotype associations in pediatric mental health and neurodevelopmental disorders

in Medicine and Public Health

Gabrielle Dagasso
Matthias Wilms
Sarah J. MacEachern
Nils D. Forkert

Frontiers in Big Data

doi 10.3389/fdata.2024.1429910

1,404 views
1 citation

Systematic Review

Published on 02 Dec 2024

Cross-border collaboration, communication, and research frontiers on biologics in chronic rhinosinusitis from 2004 to 2023

in Medicine and Public Health

Guan-Jiang Huang
Zhi-Jun Fan
Biao-Qing Lu

Frontiers in Big Data

doi 10.3389/fdata.2024.1428074

1,156 views
1 citation

Editorial

Published on 22 Oct 2024

Editorial: Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery

in Medicine and Public Health

V. E. Sathishkumar

Frontiers in Big Data

doi 10.3389/fdata.2024.1502398

1,798 views

Original Research

Published on 03 Oct 2024

Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients

in Medicine and Public Health

Peng Huang
Jiawen Shang
Yuhan Fan
Zhihui Hu
Jianrong Dai
Zhiqiang Liu
Hui Yan

Frontiers in Big Data

doi 10.3389/fdata.2024.1462745

1,354 views
1 citation