Frontiers in Artificial Intelligence

Original Research

Published on 04 Feb 2026

TEGAA: transformer-enhanced graph aspect analyzer with semantic contrastive learning for implicit aspect detection

Piyush Kumar Soni
Radhakrishna Rambola

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1666674

560 views

Original Research

Published on 04 Feb 2026

A new clustered federated learning algorithm for heterogeneous data in high-precision wireless sensing

Zongrui Tian
Jiasheng Tian

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1718193

442 views

Original Research

Published on 04 Feb 2026

Deep learning-radiomics assessment of intervertebral disc and paraspinal muscle heterogeneity for predicting postoperative recurrent lumbar disc herniation

Guangdong Zhang
Ziqian Zhu
Haiyan Zheng
Xindong Chang
Fanyi Zeng
Jianwei Cui
Ming Tang
Shiwu Yin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1757269

542 views

Original Research

Published on 04 Feb 2026

Advanced kidney mass segmentation using VHUCS-Net with protuberance detection network

J. Jenifa Sharon
L. Jani Anbarasi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1716063

563 views

Original Research

Accepted on 03 Feb 2026

Transformer model to determine spatio-temporal relationships of variables, and interpretability for soybean seed yield, oil, and protein prediction

Timilehin T. Ayanlade
Liza Van der Laan
Qisai Liu
Tryambak Gangopadhyay
Jonathan Shook
Arti Singh
Baskar Ganapathysubramanian
Soumik Sarkar
Asheesh K Singh

Frontiers in Artificial Intelligence

206 views

Editorial

Accepted on 02 Feb 2026

Editorial: The Applications of AI Techniques in Medical Data Processing

Pengfei Zhang

Frontiers in Artificial Intelligence

276 views

Original Research

Published on 02 Feb 2026

ORCH: many analyses, one merge—a deterministic multi-agent orchestrator for discrete-choice reasoning with EMA-guided routing

Hanlin Zhou
Huah Yong Chan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1748735

704 views

Original Research

Accepted on 30 Jan 2026

Generative AI-based approach for Player behaviour Analysis and Grey Area Identification

Vinay K
Sriram Sankaran

Frontiers in Artificial Intelligence

353 views

Editorial

Accepted on 30 Jan 2026

Editorial: Soft Computing and Machine Learning Application for Healthcare Systems

Ayodele Adebiyi
Olawande Daramola
Serestina Viriri
Emmanuel Adetiba

Frontiers in Artificial Intelligence

321 views

Original Research

Accepted on 30 Jan 2026

Unveiling Patterns in Clinical Data: Exploring the Role of Large Language Models and Clustering Algorithms

Abbas Ali
Subi Gandhi
Syed H Jafri
Mohammed M Ali
Syed Yahya Raza
Samian Sulaiman
James Mehaffey

Frontiers in Artificial Intelligence

280 views

Original Research

Accepted on 30 Jan 2026

Generalization Bounds for a Generator-Regularized InfoGAN-Inspired Adversarial Objective

Mahmud Hasan
Mathias Nthiani Muia
Md Mahmudul Islam

Frontiers in Artificial Intelligence

239 views

Original Research

Accepted on 30 Jan 2026

Designing Effective Explainable AI: A Human-Centered Evaluation of Explanation Formats in Financial Decision-Making

Henry Maathuis
Marcel Stalenhoef
Sieuwert Van Otterloo
Raymond Zwaal
Kees Van Montfort
Danielle Sent

Frontiers in Artificial Intelligence

844 views

Original Research

Published on 30 Jan 2026

KmPred: prediction of Michaelis constants (Km) using an integrative machine learning framework

Meshari Alazmi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1711471

903 views

Original Research

Published on 30 Jan 2026

HealthProcessAI: a technical framework and proof-of-concept for LLM-enhanced healthcare process mining

Eduardo Illueca-Fernandez
Kaile Chen
Fernando Seoane
Farhad Abtahi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1716819

692 views

Original Research

Accepted on 29 Jan 2026

SSABE-TSCM: Drift-Aware and Interpretable Financial Sentiment Analysis for Low-Resource Bangla via Adaptive Semi-Supervised and Temporal Contrastive Modeling

Iftakhar Ali Khandokar
Priya Deshpande

Frontiers in Artificial Intelligence

194 views

Original Research

Accepted on 29 Jan 2026

A Bird-Inspired Artificial Intelligence Framework for Advanced Large Text Summarization

Binxu Huang
Anasse Bari

Frontiers in Artificial Intelligence

187 views

Original Research

Accepted on 29 Jan 2026

A Hybrid Deep Boosting Framework with Adaptive Label Stabilization for SEM-Based Porosity Estimation in Fly-Ash Cement Mortar

Abdullah abdullah
Muhammad Ateeb Ather
José Luis Oropeza Rodríguez
Carlos Guzmán Sánchez-Mejorada

Frontiers in Artificial Intelligence

211 views

Systematic Review

Published on 29 Jan 2026

Deep learning for detecting early gastric cancer with white-light endoscopy: a systematic review and meta-analysis

Jixiang Liu
Danyan Li
Yudi Zhuo
Shengsheng Zhang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1734591

736 views

Original Research

Published on 29 Jan 2026

Large language model-driven time-series forecasting of financial network indicators

Mini Han Wang
Ying Yeung

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1722121

975 views

Brief Research Report

Published on 29 Jan 2026

Private speech: similarities between a large language model and children

Zhiyu Liang
Leon On Tay
Simon Dennis

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1691074

940 views

Mini Review

Published on 29 Jan 2026

Traditional machine learning in biomedical image analysis: before you go too deep

Elizaveta Chechekhina
Nikita Voloshin
Maksim Solopov
Pyotr Tyurin-Kuzmin
Konstantin Kulebyakin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1695230

578 views

Original Research

Accepted on 28 Jan 2026

TRANSFORMING DATA TO DELIGHT: AI-LED CAMPAIGN PERSONALIZATION SHAPES DIGITAL NATIVES' INTENTION TO ACCEPT OVER A TAM-VAM APPROACH

Durgha Devi .L
Thangaraja Arumugam

Frontiers in Artificial Intelligence

204 views

Original Research

Accepted on 28 Jan 2026

Computational Understanding of non-coding RNA Pairwise Interactions

Marco Nicolini
Federico Stacchietti
Elena Casiraghi
Giorgio Valentini

Frontiers in Artificial Intelligence

173 views

Original Research

Accepted on 28 Jan 2026

Improvements to Dark Experience Replay and Reservoir Sampling for Better Balance Between Consolidation and Plasticity

Taisuke Kobayashi

Frontiers in Artificial Intelligence

170 views

95 Publications

volumes

TEGAA: transformer-enhanced graph aspect analyzer with semantic contrastive learning for implicit aspect detection

A new clustered federated learning algorithm for heterogeneous data in high-precision wireless sensing

Deep learning-radiomics assessment of intervertebral disc and paraspinal muscle heterogeneity for predicting postoperative recurrent lumbar disc herniation

Advanced kidney mass segmentation using VHUCS-Net with protuberance detection network

Transformer model to determine spatio-temporal relationships of variables, and interpretability for soybean seed yield, oil, and protein prediction

Editorial: The Applications of AI Techniques in Medical Data Processing

ORCH: many analyses, one merge—a deterministic multi-agent orchestrator for discrete-choice reasoning with EMA-guided routing

Generative AI-based approach for Player behaviour Analysis and Grey Area Identification

Editorial: Soft Computing and Machine Learning Application for Healthcare Systems

Unveiling Patterns in Clinical Data: Exploring the Role of Large Language Models and Clustering Algorithms

Generalization Bounds for a Generator-Regularized InfoGAN-Inspired Adversarial Objective

Designing Effective Explainable AI: A Human-Centered Evaluation of Explanation Formats in Financial Decision-Making

KmPred: prediction of Michaelis constants (Km) using an integrative machine learning framework

HealthProcessAI: a technical framework and proof-of-concept for LLM-enhanced healthcare process mining

SSABE-TSCM: Drift-Aware and Interpretable Financial Sentiment Analysis for Low-Resource Bangla via Adaptive Semi-Supervised and Temporal Contrastive Modeling

A Bird-Inspired Artificial Intelligence Framework for Advanced Large Text Summarization

A Hybrid Deep Boosting Framework with Adaptive Label Stabilization for SEM-Based Porosity Estimation in Fly-Ash Cement Mortar

Deep learning for detecting early gastric cancer with white-light endoscopy: a systematic review and meta-analysis

Large language model-driven time-series forecasting of financial network indicators

Private speech: similarities between a large language model and children

Traditional machine learning in biomedical image analysis: before you go too deep

TRANSFORMING DATA TO DELIGHT: AI-LED CAMPAIGN PERSONALIZATION SHAPES DIGITAL NATIVES' INTENTION TO ACCEPT OVER A TAM-VAM APPROACH

Computational Understanding of non-coding RNA Pairwise Interactions

Improvements to Dark Experience Replay and Reservoir Sampling for Better Balance Between Consolidation and Plasticity