Explainable Machine Learning | List of Frontiers open access articles

Original Research

Published on 15 May 2026

Reshaping relational social capital in the digital age: how digital tool usage influences the dual trust outcomes

in Organizational Psychology

Yanze Wang
Xinran Lyu

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1759562

110 views

Original Research

Published on 15 May 2026

A model combining deep learning and ensemble learning for melanoma recognition via dermoscopy

in Skin Cancer

Jinyan Jiang
Suqing Yang

Frontiers in Oncology

doi 10.3389/fonc.2026.1782150

311 views

Original Research

Published on 15 May 2026

Novel cardiac abnormalities observed in CAH patients with tenascin-X haploinsufficiency

in Adrenal Endocrinology

Andrea Sappl
Annie M. Sriramachandran
Christian Lottspeich
Katharina Vill
Monika Morak
Ann-Christin Welp
Orsela Dervishi
Martin Bidlingmaier
Sonja Kunz
Nicole Reisch

Frontiers in Endocrinology

doi 10.3389/fendo.2026.1797669

272 views

Original Research

Published on 15 May 2026

Integrated biomarkers and cardiac phenotypes associated with atrial fibrillation: evidence from real-world hospital data

in Cardiovascular Epidemiology and Prevention

Xuli Chen
Yanxi Ning
Yuxiang Wang
Yuelin Hu
Yanchao Liu
Wenwen Xiao

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2026.1821154

330 views

Original Research

Published on 15 May 2026

Systemic inflammation and extra-articular manifestations in rheumatoid arthritis: a cross-sectional study

in Rheumatology

Karlygash Sadykova
Gulnaz Nuskabayeva
Ainash Oshibayeva
Shakhnoza Tatykayeva
Elmira Iskandirova
Arzu Mamutova
Aziza Djurabekova
Ugilzhan Tatykayeva

Frontiers in Medicine

doi 10.3389/fmed.2026.1814238

414 views

Original Research

Published on 15 May 2026

Attitude of trainees toward tribal entrepreneurship training on solar lantern development in Ladakh: a descriptive study

in Work, Employment and Organizations

Mohd Rafee
Surendra Kumar Gotherwal
Tsewang Dolma
Anamika Sharma
Ruhana Rafiq
Stanzin Khenrab

Frontiers in Sociology

doi 10.3389/fsoc.2026.1802017

288 views

Opinion

Published on 15 May 2026

Beyond treatment volume: when pelvic radiotherapy may still matter in high-risk localised prostate cancer

in Radiation Oncology

Iván Henríquez
Oscar Abuchaibe
Barbara Malave-Chacon
Meritxell Arenas

Frontiers in Oncology

doi 10.3389/fonc.2026.1831135

234 views

Original Research

Published on 15 May 2026

Contextual decoupling in color preference: multimodal evidence from spatial evaluation in makerspaces

in Environmental Psychology

Hourong Yu
Jiaqi Li
Yi Tang

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1826920

203 views

Original Research

Published on 15 May 2026

Methylation-regulated miR-374a-5p and miR-374b-5p suppress glycolysis and malignant progression of head and neck squamous cell carcinoma by targeting DEPDC1

in Head and Neck Cancer

Linshi Zhang
Yan Lu
Chunhong Qin
Hao Gu
Jiangfeng Du
Huina Guo
Ping Wang
Yongyan Wu
Wei Gao

Frontiers in Oncology

doi 10.3389/fonc.2026.1816226

155 views

Original Research

Published on 15 May 2026

From “scientific leadership” to sustainable innovation: the shaping mechanism of talent ecosystem and green innovation capability in Chinese knowledge-intensive firms

in Organizational Psychology

Rongcheng Liang

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1811379

153 views

Brief Research Report

Published on 15 May 2026

Perceptions of health misinformation on social media: patterns and predictors

in Family Medicine and Primary Care

Navreet K. Singh
Aisha T. Langford

Frontiers in Medicine

doi 10.3389/fmed.2026.1770275

310 views

Case Report

Published on 15 May 2026

Primary glioblastoma mimicking brain metastasis in ALK-positive lung adenocarcinoma: a case report and literature review

in Thoracic Oncology

Mengyuan Li
Hanghuang Jin
Jianhua Luo
Cheng Zheng

Frontiers in Oncology

doi 10.3389/fonc.2026.1837876

146 views

Systematic Review

Published on 15 May 2026

Stage-stratified benefits of AI-radiomics PET in early Alzheimer’s disease: a systematic review and meta-analysis

in Artificial Intelligence in Neurology

Jinglu Duan
Meixuan Yang
Yong Wang

Frontiers in Neurology

doi 10.3389/fneur.2026.1771993

282 views

Case Report

Published on 15 May 2026

Case Report: Multidisciplinary collaboration for the treatment of severe necrotizing fasciitis in the perineum caused by rectal cancer perforation

in Colorectal and Proctological Surgery

Hang Hu
Wen Zou
Xiaoqian Luo
Shaojun Yu
Jianwei Wang
Xinlei Hu
Feng Yu
Ran Ji

Frontiers in Surgery

doi 10.3389/fsurg.2026.1790699

283 views

Review

Published on 15 May 2026

Beyond diabetes and obesity: GLP-1 receptor agonists as multifunctional therapeutics across the steatotic liver disease spectrum

in Translational Pharmacology

Sundararajan Mahalingam
Kusum K. Kharbanda
Carol A. Casey
Karuna Rasineni

Frontiers in Pharmacology

doi 10.3389/fphar.2026.1752204

318 views

Original Research

Published on 15 May 2026

Identification of BMI-related high-risk feature combinations for diabetes among young adults with normal baseline fasting plasma glucose using interpretable machine learning: a health check-up cohort study

in Clinical Diabetes

Zhen Xu
Ying Zhang
Huachun Zhang

Frontiers in Endocrinology

doi 10.3389/fendo.2026.1850071

188 views

Articles

Reshaping relational social capital in the digital age: how digital tool usage influences the dual trust outcomes

A model combining deep learning and ensemble learning for melanoma recognition via dermoscopy

Novel cardiac abnormalities observed in CAH patients with tenascin-X haploinsufficiency

Integrated biomarkers and cardiac phenotypes associated with atrial fibrillation: evidence from real-world hospital data

Systemic inflammation and extra-articular manifestations in rheumatoid arthritis: a cross-sectional study

Attitude of trainees toward tribal entrepreneurship training on solar lantern development in Ladakh: a descriptive study

Beyond treatment volume: when pelvic radiotherapy may still matter in high-risk localised prostate cancer

Contextual decoupling in color preference: multimodal evidence from spatial evaluation in makerspaces

Methylation-regulated miR-374a-5p and miR-374b-5p suppress glycolysis and malignant progression of head and neck squamous cell carcinoma by targeting DEPDC1

From “scientific leadership” to sustainable innovation: the shaping mechanism of talent ecosystem and green innovation capability in Chinese knowledge-intensive firms

Perceptions of health misinformation on social media: patterns and predictors

Primary glioblastoma mimicking brain metastasis in ALK-positive lung adenocarcinoma: a case report and literature review

Stage-stratified benefits of AI-radiomics PET in early Alzheimer’s disease: a systematic review and meta-analysis

Case Report: Multidisciplinary collaboration for the treatment of severe necrotizing fasciitis in the perineum caused by rectal cancer perforation

Beyond diabetes and obesity: GLP-1 receptor agonists as multifunctional therapeutics across the steatotic liver disease spectrum

Identification of BMI-related high-risk feature combinations for diabetes among young adults with normal baseline fasting plasma glucose using interpretable machine learning: a health check-up cohort study