Frontiers in Artificial Intelligence

Conceptual Analysis

Published on 04 Feb 2026

An auditable and source-verified framework for clinical AI decision support: integrating retrieval-augmented generation with data provenance

Fidelis Fidelis Alu
Sunkanmi Oluwadare

Frontiers in Artificial Intelligence

doi 10.3389/frai.2026.1737532

1,201 views

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

549 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

535 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

554 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

199 views

Editorial

Accepted on 02 Feb 2026

Editorial: The Applications of AI Techniques in Medical Data Processing

Pengfei Zhang

Frontiers in Artificial Intelligence

272 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

683 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

347 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

315 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

273 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

237 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

834 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

897 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

687 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

190 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

185 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

205 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

727 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

956 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

925 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

575 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

202 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

171 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

163 views

95 Publications

volumes

An auditable and source-verified framework for clinical AI decision support: integrating retrieval-augmented generation with data provenance

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

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