Frontiers in Artificial Intelligence

Mini Review

Published on 09 Jan 2026

Unmasking the Clever Hans effect in AI models: shortcut learning, spurious correlations, and the path toward robust intelligence

Abhay Kumar Pathak
Manjari Gupta
Garima Jain

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1692454

1,618 views

Data Report

Published on 09 Jan 2026

IndiaScene365: a transfer learning dataset for Indian scene understanding in diverse weather condition

Deepa Mane
Sandhya Arora
Sachin Shelke

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1669512

851 views

Original Research

Published on 09 Jan 2026

Tackling fraud detection with an enhanced Kepler optimization and ghost opposition-based learning

Ria H. Egami
Amr A. Abd El-Mageed
Mona Gafar
Amr A. Abohany

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1710387

975 views

Opinion

Published on 09 Jan 2026

Persona pedagogica in crisis: are educators becoming data custodians in the age of AI?

Anusree Ambady
Thomas K. V

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1743016

850 views

Original Research

Published on 09 Jan 2026

An improved YOLOv8n with multi-scale feature fusion for real time and high precision railway track defect detection

Zhihong Zhang
Liling Zhang
Xin Lu
Tingting Ma
Feng Huang
Sheng Zhong

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1711309

951 views

Original Research

Published on 08 Jan 2026

Explainable AI-driven MRI-based brain tumor classification: a novel deep learning approach

Vinayaka R. Srinivas
Ramasubramanian Parvathi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1700214

2,367 views

Methods

Published on 08 Jan 2026

Predicting adolescent depressive symptoms using teacher-reported textual descriptions of abnormal behaviors: a study based on machine learning

Nigela Wumaierjiang
Guoli Yan
Lidan Yuan
Jianan Song
Xiaofei Hou
Minghui Li
Ling Sun
Jiansong Zhou
Huifang Yin
Guangming Xu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1732682

833 views

Brief Research Report

Published on 08 Jan 2026

Detection of protein-losing enteropathy (PLE) ultrasonographic imaging features in dogs using deep learning neural networks

Anne-Kathrin Reichert
Kariem Ali
Amna Asif
Romy M. Heilmann

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1707957

1,309 views

Original Research

Published on 08 Jan 2026

Demographic identification of Greater Caribbean manatees via acoustic feature learning

Fernando Merchan
Kenji Contreras
Héctor Poveda
Rocío M. Estévez
Hector M. Guzman
Javier E. Sanchez-Galan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1660388

879 views

Correction

Published on 08 Jan 2026

Correction: Machine learning-based detection of cognitive decline using SSWTRT: classification performance and decision analysis

Yuji Nozaki
Chihiro Kamohara
Ryota Abe
Taiki Ieda
Madoka Nakajima
Maki Sakamoto

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1764066

583 views

Mini Review

Published on 07 Jan 2026

Multi-modal AI in precision medicine: integrating genomics, imaging, and EHR data for clinical insights

Shahper Nazeer Khan
Danishuddin
Mohd Wajid Ali Khan
Luca Guarnera
Syed Mohammad Fauzan Akhtar

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1743921

2,974 views
1 citation

Original Research

Published on 06 Jan 2026

Use of machine learning models to predict mechanical ventilation, ECMO, and mortality in COVID-19

Nina Moorman
Erin Hedlund-Botti
Grace Gombolay
Matthew C. Gombolay

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1661637

1,067 views

Original Research

Published on 06 Jan 2026

Understanding user perceptions of DeepSeek: insights from sentiment, topic and network analysis using a Reddit-based study

Naisarg Patel
Rajesh Sharma
Prakash Lingasamy
Vino Sundararajan
Sajitha Lulu Sudhakaran
Vijayachitra Modhukur

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1703949

2,251 views

Original Research

Published on 06 Jan 2026

Tracing strategic divergence: archetypal and counterfactual analysis of StarCraft II gameplay trajectories

Jie Zhang
Weilong Yang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1724493

821 views

Original Research

Published on 05 Jan 2026

Optimized multi agent reinforcement learning algorithms with hybrid BiLSTM for cost efficient EV charging scheduling

Urvashi Khekare
Rajay Vedaraj I. S.

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1700664

1,026 views

Original Research

Published on 05 Jan 2026

Anatomical study and early diagnosis of dome galls in Cordia Dichotoma using DeepSVM model

Said Khalid Shah
Mazliham Bin Mohd Su’ud
Aurangzeb Khan
Muhammad Mansoor Alam
Muhammad Ayaz

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1558358

684 views

Original Research

Published on 05 Jan 2026

GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations

Rick Wilming
Artur Dox
Hjalmar Schulz
Marta Oliveira
Benedict Clark
Stefan Haufe

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1694388

1,218 views

Systematic Review

Published on 05 Jan 2026

Designing intelligent chatbots with ChatGPT: a framework for development and implementation

Sajjad Hyder
Javeed Kittur

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1618791

1,688 views

Methods

Published on 05 Jan 2026

Convolutional neural networks and mixture of experts for intrusion detection in 5G networks and beyond

Loukas Ilias
George Doukas
Vangelis Lamprou
Christos Ntanos
Dimitris Askounis

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1708953

785 views
3 citations

Original Research

Published on 05 Jan 2026

A Turing Test for artificial nets devoted to vision

Jorge Vila-Tomás
Pablo Hernández-Cámara
Qiang Li
Valero Laparra
Jesús Malo

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1665874

938 views

Perspective

Published on 05 Jan 2026

Bridging computational power and environmental challenges: a perspective on neural network predictive models for environmental engineering

Jussen Facuy
Diego Arcos-Jacome

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1708369

813 views

Original Research

Published on 05 Jan 2026

Artificial intelligence in outpatient management: a simulation-based study in a Chinese tertiary hospital

Xiaoxiao Quan
Kejun Wang
Junjie Pan
Zhiyu Fang

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1696586

819 views

Original Research

Accepted on 29 Dec 2025

Artificial Intelligence Models and Combined Scoring Approaches for Endometrial Receptivity Assessment in In Vitro Fertilization

Teymur Bornaun

Frontiers in Artificial Intelligence

348 views

Original Research

Accepted on 25 Dec 2025

A Cross-Platform Toolchain for Porting Software to an OpenRISC-based SoC on FPGA

Roland Szabo

Frontiers in Artificial Intelligence

289 views

1,977 Publications

volumes

Volume 8 - 2025

Unmasking the Clever Hans effect in AI models: shortcut learning, spurious correlations, and the path toward robust intelligence

IndiaScene365: a transfer learning dataset for Indian scene understanding in diverse weather condition

Tackling fraud detection with an enhanced Kepler optimization and ghost opposition-based learning

Persona pedagogica in crisis: are educators becoming data custodians in the age of AI?

An improved YOLOv8n with multi-scale feature fusion for real time and high precision railway track defect detection

Explainable AI-driven MRI-based brain tumor classification: a novel deep learning approach

Predicting adolescent depressive symptoms using teacher-reported textual descriptions of abnormal behaviors: a study based on machine learning

Detection of protein-losing enteropathy (PLE) ultrasonographic imaging features in dogs using deep learning neural networks

Demographic identification of Greater Caribbean manatees via acoustic feature learning

Correction: Machine learning-based detection of cognitive decline using SSWTRT: classification performance and decision analysis

Multi-modal AI in precision medicine: integrating genomics, imaging, and EHR data for clinical insights

Use of machine learning models to predict mechanical ventilation, ECMO, and mortality in COVID-19

Understanding user perceptions of DeepSeek: insights from sentiment, topic and network analysis using a Reddit-based study

Tracing strategic divergence: archetypal and counterfactual analysis of StarCraft II gameplay trajectories

Optimized multi agent reinforcement learning algorithms with hybrid BiLSTM for cost efficient EV charging scheduling

Anatomical study and early diagnosis of dome galls in Cordia Dichotoma using DeepSVM model

GECOBench: a gender-controlled text dataset and benchmark for quantifying biases in explanations

Designing intelligent chatbots with ChatGPT: a framework for development and implementation

Convolutional neural networks and mixture of experts for intrusion detection in 5G networks and beyond

A Turing Test for artificial nets devoted to vision

Bridging computational power and environmental challenges: a perspective on neural network predictive models for environmental engineering

Artificial intelligence in outpatient management: a simulation-based study in a Chinese tertiary hospital

Artificial Intelligence Models and Combined Scoring Approaches for Endometrial Receptivity Assessment in In Vitro Fertilization

A Cross-Platform Toolchain for Porting Software to an OpenRISC-based SoC on FPGA