Explainable Machine Learning | List of Frontiers open access articles

Original Research

Published on 15 May 2026

Accuracy of corticospinal tract reconstruction: DTI-based deterministic versus probabilistic tractography with intraoperative validation

in Neuro-Oncology and Neurosurgical Oncology

Roberto Altieri
Lorenzo Ugga
Ferdinando Caranci
Ciro De Luca
Giuseppe La Rocca
Daniela Pacella
Manlio Barbarisi

Frontiers in Oncology

doi 10.3389/fonc.2026.1790772

158 views

Original Research

Published on 15 May 2026

Energy-efficient traffic sign recognition using directly trained spiking neural networks and population decoding

in Neuromorphic Engineering

Jonas V. Schulte
Steven Peters

Frontiers in Neuroscience

doi 10.3389/fnins.2026.1771436

288 views

Original Research

Published on 15 May 2026

Machine learning model for predicting hypotension following continuous renal replacement therapy initiation in end-stage kidney disease patients: a SHAP-interpretable approach

in Nephrology

Shuang Qiu
Dongxia Qiu
Yongyuan Tao
Panpan Fu
Jiuxu Bai
Ning Cao

Frontiers in Medicine

doi 10.3389/fmed.2026.1807513

197 views

Original Research

Published on 15 May 2026

Mediating justice through live courtroom broadcast: a phenomenological study of journalist lived experiences in Indonesian television

in Media Governance and the Public Sphere

Aan Widodo
Wa Ode Sitti Nurhaliza
Syahrul Hidayanto
Rr Dijan Widijowati

Frontiers in Communication

doi 10.3389/fcomm.2026.1823963

220 views

Original Research

Published on 15 May 2026

Using machine learning models to predict the surface water quality index: a case study of the Cheffia dam (eastern Algeria)

in Hydrosphere

Fahim Bordjihene
Salah Eddine Tachi
Hamza Bouguerra
Jazia Arrar

Frontiers in Earth Science

doi 10.3389/feart.2026.1761770

384 views

Editorial

Published on 15 May 2026

Editorial: Recent advances in translational neurovascular and cerebroprotection research

in Translational Neuroscience

Johannes Boltze
Peiying Li
Ann M. Stowe
Marietta Zille
Nikolaus Plesnila

Frontiers in Neuroscience

doi 10.3389/fnins.2026.1861792

211 views

Case Report

Published on 15 May 2026

Case Report: Sedation crisis caused by drug-induced sleep endoscopy in a pediatric patient with symptomatic multilevel airway obstruction

in Pediatric Pulmonology

Li'e Zeng
Jieru Lin
Yuting You
Jingyang Zheng
Fanzheng Meng

Frontiers in Pediatrics

doi 10.3389/fped.2026.1825319

179 views

Original Research

Published on 15 May 2026

Forecasting daily rainfall in Coastal Ghana with machine learning: an evaluation analysis of gated residual learning framework

in Predictions and Projections

Jamel Seidu
Ernest Kwame Ampomah
Emmanuel Asante
Kwame Atta Frimpong

Frontiers in Climate

doi 10.3389/fclim.2026.1845902

217 views

Original Research

Published on 15 May 2026

Wheat yield estimation at field level over France using Sentinel 2, Landsat-8, and meteorological time series

in Agro-Environmental Remote Sensing

Pierre Loup Houdmont
Martin Claverie
Pierre Defourny

Frontiers in Remote Sensing

doi 10.3389/frsen.2026.1798106

352 views

Case Report

Published on 15 May 2026

A homozygous splice-site variant in SAMHD1 shows variable expressivity of Aicardi-Goutières syndrome type 5: a case report and literature review

in Genetics of Common and Rare Diseases

Hammad Yousaf
Zehra Zonash
Javeria Manzoor
Asmat Ali
Lubaba Bintee Khalid
Ghazala Zafar
Sajid Ali
Mathias Toft
Ambrin Fatima
Zafar Iqbal

Frontiers in Pediatrics

doi 10.3389/fped.2026.1787581

183 views

Original Research

Published on 15 May 2026

Morphological variations of the dural venous sinuses: a cadaveric study

in Neurosurgery

Burcu Kamaşak Arpaçay
Kenan Aycan

Frontiers in Surgery

doi 10.3389/fsurg.2026.1800026

444 views

Original Research

Published on 15 May 2026

Mathematical cognitive structures in Grade 12 students: a mixed-methods concept map study of gender differences and computational ability

in Educational Psychology

Zhenping Wang
Junxiong Chen
Jin Liu
Qiaoyu Wu

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1844476

229 views

Original Research

Published on 15 May 2026

The reconstructive burden of inter-hospital transfers: resource utilization and clinical implications in tertiary trauma care

in Reconstructive and Plastic Surgery

Min Ji Kim
Hun Gil Cho
Il Jae Lee
Hyoseob Lim

Frontiers in Surgery

doi 10.3389/fsurg.2026.1766333

321 views

Review

Published on 15 May 2026

Improving food security through indoor vertical farming of microgreens: a trendy fad or a promising solution? A review

in Nutrition and Sustainable Diets

Alexis Pereira
Maria Inês Dias
M. Beatriz P. P. Oliveira
José Pinela

Frontiers in Sustainable Food Systems

doi 10.3389/fsufs.2026.1809881

347 views

Original Research

Published on 15 May 2026

Infant-derived Bifidobacterium strains screened in vitro for alleviating intestinal disorder caused by Escherichia coli

in Nutrition and Microbes

Wenqing Lv
Chonghua Fan
Zhenye Shi
Shuang Li
Mengna Zhao
Haixin Jiang
Guanyu Tao
Bailiang Li

Frontiers in Nutrition

doi 10.3389/fnut.2026.1788810

292 views

Systematic Review

Published on 15 May 2026

Environmental exposures and atopic dermatitis: an umbrella review of systematic reviews and meta-analyses

in Environmental Health and Exposome

Sijia Chen
Shipeng Zhang
Wenjing Jiang
Rui Zhou
Qingjia Gu

Frontiers in Public Health

doi 10.3389/fpubh.2026.1834261

208 views

Articles

Accuracy of corticospinal tract reconstruction: DTI-based deterministic versus probabilistic tractography with intraoperative validation

Energy-efficient traffic sign recognition using directly trained spiking neural networks and population decoding

Machine learning model for predicting hypotension following continuous renal replacement therapy initiation in end-stage kidney disease patients: a SHAP-interpretable approach

Mediating justice through live courtroom broadcast: a phenomenological study of journalist lived experiences in Indonesian television

Using machine learning models to predict the surface water quality index: a case study of the Cheffia dam (eastern Algeria)

Editorial: Recent advances in translational neurovascular and cerebroprotection research

Case Report: Sedation crisis caused by drug-induced sleep endoscopy in a pediatric patient with symptomatic multilevel airway obstruction

Forecasting daily rainfall in Coastal Ghana with machine learning: an evaluation analysis of gated residual learning framework

Wheat yield estimation at field level over France using Sentinel 2, Landsat-8, and meteorological time series

A homozygous splice-site variant in SAMHD1 shows variable expressivity of Aicardi-Goutières syndrome type 5: a case report and literature review

Morphological variations of the dural venous sinuses: a cadaveric study

Mathematical cognitive structures in Grade 12 students: a mixed-methods concept map study of gender differences and computational ability

The reconstructive burden of inter-hospital transfers: resource utilization and clinical implications in tertiary trauma care

Improving food security through indoor vertical farming of microgreens: a trendy fad or a promising solution? A review

Infant-derived Bifidobacterium strains screened in vitro for alleviating intestinal disorder caused by Escherichia coli

Environmental exposures and atopic dermatitis: an umbrella review of systematic reviews and meta-analyses