Frontiers in Big Data

Original Research

Published on 04 Aug 2025

Basrah Score: a novel machine learning-based score for differentiating iron deficiency anemia and beta thalassemia trait using RBC indices

Salma A. Mahmood
Asaad A. Khalaf
Saad S. Hamadi

Frontiers in Big Data

doi 10.3389/fdata.2025.1634133

515 views

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

Hanxin Lu
Xinyan Cheng
Jun Xiong

Frontiers in Big Data

doi 10.3389/fdata.2025.1590551

561 views

Original Research

Accepted on 31 Jul 2025

Towards more realistic Career Path Prediction: Evaluation and Methods

Elena Senger
Yuri Campbell
Rob Van Der Goot
Barbara Plank

Frontiers in Big Data

doi 10.3389/fdata.2025.1564521

158 views

Original Research

Published on 29 Jul 2025

OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection

Fatema-E Jannat
Sina Gholami
Minhaj Nur Alam
Hamed Tabkhi

Frontiers in Big Data

doi 10.3389/fdata.2025.1609124

476 views

Original Research

Published on 29 Jul 2025

Collaborative filtering based on nonnegative/binary matrix factorization

Yukino Terui
Yuka Inoue
Yohei Hamakawa
Kosuke Tatsumura
Kazue Kudo

Frontiers in Big Data

doi 10.3389/fdata.2025.1599704

394 views

Editorial

Accepted on 25 Jul 2025

Editorial: Interdisciplinary Approaches to Complex Systems: Highlights from FRCCS 2023/24

Roberto Interdonato
Hocine Cherifi

Frontiers in Big Data

doi 10.3389/fdata.2025.1666305

241 views

Systematic Review

Accepted on 22 Jul 2025

Artificial Intelligence for Surgical Outcome Prediction in Glaucoma: A Systematic Review

Zeena Kailani
Lauren Kim
Joshua Bierbrier
Michael Balas
David Mathew

Frontiers in Big Data

doi 10.3389/fdata.2025.1605018

473 views

Original Research

Accepted on 21 Jul 2025

Automated Road Surface Classification in OpenStreetMap Using MaskCNN and Aerial Imagery

Parvathi R
pattabiraman V
Nancy Saxena
Aakarsh Mishra
Utkarsh Mishra
Ansh Pandey

Frontiers in Big Data

doi 10.3389/fdata.2025.1657320

281 views

Original Research

Published on 21 Jul 2025

LLM-as-a-Judge: automated evaluation of search query parsing using large language models

Mehmet Selman Baysan
Serkan Uysal
İrem İşlek
Çağla Çığ Karaman
Tunga Güngör

Frontiers in Big Data

doi 10.3389/fdata.2025.1611389

2,513 views

Original Research

Published on 10 Jul 2025

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

Hongman Wang
Yifan Song
Hua Bi

Frontiers in Big Data

doi 10.3389/fdata.2025.1574683

910 views

Review

Published on 10 Jul 2025

Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

Fangling Wang
Azlan Mohd Zain
Yanjie Ren
Mahadi Bahari
Azurah A. Samah
Zuraini Binti Ali Shah
Norfadzlan Bin Yusup
Rozita Abdul Jalil
Azizah Mohamad
Nurulhuda Firdaus Mohd Azmi

Frontiers in Big Data

doi 10.3389/fdata.2025.1624507

698 views

Original Research

Published on 09 Jul 2025

Design and development of an efficient RLNet prediction model for deepfake video detection

Varad Bhandarkawthekar
T. M. Navamani
Rishabh Sharma
K. Shyamala

Frontiers in Big Data

doi 10.3389/fdata.2025.1569147

998 views

Original Research

Accepted on 07 Jul 2025

A FASHION PRODUCT RECOMMENDATION BASED ON ADAPTIVE VPKNN-NET ALGORITHM WITHOUT FUZZY SIMILAR IMAGE

Sabitha R
Sundar D

Frontiers in Big Data

doi 10.3389/fdata.2025.1557779

221 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

Afraa Attiah
Manal Kalkatawi

Frontiers in Big Data

doi 10.3389/fdata.2025.1594062

1,013 views

Methods

Published on 25 Jun 2025

Fine-tuning or prompting on LLMs: evaluating knowledge graph construction task

Hussam Ghanem
Christophe Cruz

Frontiers in Big Data

doi 10.3389/fdata.2025.1505877

1,606 views

Original Research

Accepted on 24 Jun 2025

Robust Detection Framework for Adversarial Threats in Autonomous Vehicle Platooning

Stephanie Ness

Frontiers in Big Data

doi 10.3389/fdata.2025.1617978

1,011 views

654 Publications

Volume 8 - 2025

Basrah Score: a novel machine learning-based score for differentiating iron deficiency anemia and beta thalassemia trait using RBC indices

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

Towards more realistic Career Path Prediction: Evaluation and Methods

OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection

Collaborative filtering based on nonnegative/binary matrix factorization

Editorial: Interdisciplinary Approaches to Complex Systems: Highlights from FRCCS 2023/24

Artificial Intelligence for Surgical Outcome Prediction in Glaucoma: A Systematic Review

Automated Road Surface Classification in OpenStreetMap Using MaskCNN and Aerial Imagery

LLM-as-a-Judge: automated evaluation of search query parsing using large language models

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

Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications

Design and development of an efficient RLNet prediction model for deepfake video detection

A FASHION PRODUCT RECOMMENDATION BASED ON ADAPTIVE VPKNN-NET ALGORITHM WITHOUT FUZZY SIMILAR IMAGE

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

Fine-tuning or prompting on LLMs: evaluating knowledge graph construction task

Robust Detection Framework for Adversarial Threats in Autonomous Vehicle Platooning