Frontiers in Artificial Intelligence

Methods

Published on 16 Sep 2025

Privacy-, linguistic-, and information-preserving synthesis of clinical documentation through generative agents

in Medicine and Public Health

Mark van Velzen
Robert F. van der Willigen
Vincent J. de Beer
Helen I. de Graaf-Waar
Esther R. C. Janssen
Sjemaine van Leeuwen
Micha F. van der Willigen
Martijn J. van der Willigen
Gavin Renardus
Rayan El Maaroufi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1644084

16,405 views

Original Research

Published on 16 Sep 2025

Utilizing XGBoosts to correct arcjet contamination in magnetic field measurements from GOES missions

in Machine Learning and Artificial Intelligence

Fadil Inceoglu
Paul T. M. Loto'aniu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1628029

1,048 views

Brief Research Report

Published on 15 Sep 2025

Using ChatGPT as an assessment tool for medical residents in Mexico: a descriptive experience

in Medicine and Public Health

Cristian N. Rivera-Rosas
J. R. Tadeo Calleja-López
Sandra J. Larios-Camacho
Sergio Trujillo-López

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1662203

1,590 views

Hypothesis and Theory

Published on 15 Sep 2025

Ethical prompting: toward strategies for rapid and inclusive assistance in dual-use AI systems

in AI for Human Learning and Behavior Change

Joan Farnós
Alger Sans Pinillos
Vicent Costa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1646444

1,673 views
1 citation

Original Research

Published on 15 Sep 2025

Linguistic patterns in pandemic-related content: a comparative analysis of COVID-19, Constraint, and Monkeypox datasets

in Natural Language Processing

Mkululi Sikosana
Sean Maudsley-Barton
Oluwaseun Ajao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627522

1,523 views

Original Research

Published on 12 Sep 2025

Research on intelligent matching of students’ learning ability and healthcare job market demand based on industrial engineering expertise graph

in Medicine and Public Health

Yan Xiao
Lingtao Zeng
Jie Yang
Mini Han Wang
Zhiyuan Lin
Wei Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1650095

1,704 views

Original Research

Published on 12 Sep 2025

YOLOv10-based detection of melanocytic nevi: reverse exclusion optimization for melanoma screening

in Medicine and Public Health

ShengJie Wang
Jian Wang
Rui Yin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1637842

1,475 views

Original Research

Published on 12 Sep 2025

Auto-scaling LLM-based multi-agent systems through dynamic integration of agents

in Machine Learning and Artificial Intelligence

Ravindu Perera
Anuradha Basnayake
Manjusri Wickramasinghe

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1638227

6,351 views

Original Research

Published on 12 Sep 2025

Evaluating LLMs on Kazakhstan's mathematics exam for university admission

in Natural Language Processing

Shirali Kadyrov
Bolatbek Abdrasilov
Aslan Sabyrov
Nurseit Baizhanov
Alfira Makhmutova
Patrick C. Kyllonen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1642570

2,629 views

Original Research

Published on 12 Sep 2025

An artificial intelligence model for early-stage breast cancer classification from histopathological biopsy images

in Medicine and Public Health

Neil Chaudhary
A. Z. Dhunny

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627876

2,816 views

Original Research

Published on 11 Sep 2025

Decoding manipulative narratives in cognitive warfare: a case study of the Russia-Ukraine conflict

in Machine Learning and Artificial Intelligence

Andrii Paziuk
Dmytro Lande
Elina Shnurko-Tabakova
Phillip Kingston

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1566022

8,332 views
2 citations

Original Research

Published on 11 Sep 2025

Explainable AI-driven depression detection from social media using natural language processing and black box machine learning models

in Natural Language Processing

Sidra Hameed
Muhammad Nauman
Nadeem Akhtar
Muhammad A. B. Fayyaz
Raheel Nawaz

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1627078

6,794 views
2 citations

Original Research

Published on 11 Sep 2025

Leveraging pre-trained embeddings in an ensemble machine learning approach for Arabic sentiment analysis

in Natural Language Processing

Areej Jaber
Israa Bahati
Paloma Martínez

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1653728

1,733 views
1 citation

Systematic Review

Published on 10 Sep 2025

A systematic review of the hybrid machine learning models for brain tumour segmentation and detection in medical images

in Medicine and Public Health

Ndivhuwo Netshamutshedzi
Rendani Netshikweta
Jean-Claude Ndogmo
Ibidun Christiana Obagbuwa

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1615550

2,730 views

Original Research

Published on 10 Sep 2025

Named entity recognition for Chinese electronic medical records by integrating knowledge graph and ClinicalBERT

in Natural Language Processing

Xiang Xu
Zhengxiong Li
Hongwei Zhang
Kai Ma

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1634774

1,786 views

Perspective

Published on 10 Sep 2025

AI: the Apollo guidance computer of the Exposome moonshot

in Medicine and Public Health

Fenna C. M. Sillé
Thomas Hartung

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1632520

2,107 views
1 citation

Original Research

Published on 09 Sep 2025

Enhanced YOLOv8 for industrial polymer films: a semi-supervised framework for micron-scale defect detection

in Machine Learning and Artificial Intelligence

Xiaoxia Yu
Bingyu Hu
Weifeng Jiang
Jinru Wan
Xinduoji Yang
Nianbo Liu
Xiaoyan Dong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1638772

1,656 views

Mini Review

Published on 09 Sep 2025

Artificial intelligence in traditional medicine: evidence, barriers, and a research roadmap for personalized care

in Medicine and Public Health

Ketmanee Jongjiamdee
Pimnipa Pornwonglert
Nutnichar Na Bangchang
Pravit Akarasereenont

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1659338

3,852 views

Original Research

Published on 09 Sep 2025

A deep learning/machine learning approach for anomaly based network intrusion detection

in Machine Learning and Artificial Intelligence

Reem Almuhanna
Samia Dardouri

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1625891

6,476 views
2 citations

Original Research

Published on 09 Sep 2025

Evaluation of vision transformers for the detection of fullness of garbage bins for efficient waste management

in Machine Learning and Artificial Intelligence

Parakram Singh Tanwer
Shishir Maheshwari
Sushree Behera
Amit Chauhan
T. Sunil Kumar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1612080

2,013 views

Original Research

Published on 09 Sep 2025

Weight-aware semi-supervised self-ensembling framework for interior decoration style classification

in Machine Learning and Artificial Intelligence

Lichun Guo
Hao Zeng
Junliang Wang
Shuang Liang
Wenlong Hang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1645877

986 views

Original Research

Published on 08 Sep 2025

Enhancing prediction of primary site recurrence in head and neck cancer using radiomics and uncertainty estimation

in Medicine and Public Health

Yu Hu
Kimberly Taing
Jing Wang
David Sher
Michael Dohopolski

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1623393

1,765 views

Original Research

Published on 08 Sep 2025

Enhanced deep Convolutional Neural Network for SARS-CoV-2 variants classification

in Machine Learning and Artificial Intelligence

Olaitan I. Awe
Hesborn Obura
Charles Ssemuyiga
Evans Mudibo
Mike J. Mwanga

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1512003

2,514 views

Original Research

Published on 08 Sep 2025

Entropy-adaptive differential privacy federated learning for student performance prediction and privacy protection: a case study in Python programming

in Machine Learning and Artificial Intelligence

Shanwei Chen
Xiuzhi Qi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1653437

1,440 views

1,874 articles

articles

Privacy-, linguistic-, and information-preserving synthesis of clinical documentation through generative agents

Utilizing XGBoosts to correct arcjet contamination in magnetic field measurements from GOES missions

Using ChatGPT as an assessment tool for medical residents in Mexico: a descriptive experience

Ethical prompting: toward strategies for rapid and inclusive assistance in dual-use AI systems

Linguistic patterns in pandemic-related content: a comparative analysis of COVID-19, Constraint, and Monkeypox datasets

Research on intelligent matching of students’ learning ability and healthcare job market demand based on industrial engineering expertise graph

YOLOv10-based detection of melanocytic nevi: reverse exclusion optimization for melanoma screening

Auto-scaling LLM-based multi-agent systems through dynamic integration of agents

Evaluating LLMs on Kazakhstan's mathematics exam for university admission

An artificial intelligence model for early-stage breast cancer classification from histopathological biopsy images

Decoding manipulative narratives in cognitive warfare: a case study of the Russia-Ukraine conflict

Explainable AI-driven depression detection from social media using natural language processing and black box machine learning models

Leveraging pre-trained embeddings in an ensemble machine learning approach for Arabic sentiment analysis

A systematic review of the hybrid machine learning models for brain tumour segmentation and detection in medical images

Named entity recognition for Chinese electronic medical records by integrating knowledge graph and ClinicalBERT

AI: the Apollo guidance computer of the Exposome moonshot

Enhanced YOLOv8 for industrial polymer films: a semi-supervised framework for micron-scale defect detection

Artificial intelligence in traditional medicine: evidence, barriers, and a research roadmap for personalized care

A deep learning/machine learning approach for anomaly based network intrusion detection

Evaluation of vision transformers for the detection of fullness of garbage bins for efficient waste management

Weight-aware semi-supervised self-ensembling framework for interior decoration style classification

Enhancing prediction of primary site recurrence in head and neck cancer using radiomics and uncertainty estimation

Enhanced deep Convolutional Neural Network for SARS-CoV-2 variants classification

Entropy-adaptive differential privacy federated learning for student performance prediction and privacy protection: a case study in Python programming