Graph Neural Networks | List of Frontiers open access articles

Original Research

Accepted on 13 Aug 2025

Local-NPDR: A Novel Variable Importance Method for Explainable Machine Learning and False Discovery Diagnosis for Ocean Worlds Biosignatures

in Astrobiology

Lily A Clough
Jonathan Major
Lauren M Seyler
Victoria Da Poian
Bethany Theiling
Brett A McKinney

Frontiers in Astronomy and Space Sciences

doi 10.3389/fspas.2025.1651953

Original Research

Accepted on 13 Aug 2025

Conditioning Regimens in Pediatric Myeloid Malignancies Undergoing Allogeneic HSCT: A Comparative Single-Center Study

in Pediatric Oncology

Andra Daniela Marcu
Cristina Georgiana Jercan
Ana Maria Bica
Andreea Nicoleta Serbanica
Letitia Elena Radu
Irina Avramescu
Anda Mocanu
Oana Otilia Niculita
Delia Codruta Popa
Cerasela Jardan

Frontiers in Oncology

doi 10.3389/fonc.2025.1623636

Review

Accepted on 13 Aug 2025

Insect-specific viruses: transmission dynamics and biological control strategies against arboviruses

in Virology

Lukas Wilkman
Elin Kaarle
Verah Nafula Luande
Rebecca Lantto
Magnus Evander
Olivia Wesula Lwande

Frontiers in Microbiology

doi 10.3389/fmicb.2025.1624662

Case Report

Accepted on 13 Aug 2025

Coronary Vasospasm precipitating STEMI and Polymorphic Ventricular Tachycardia: A Case of Cardiotoxicity from 5-FU Based Chemotherapy in a 41-year-old-female

in Cardio-Oncology

Ammar Hasnie
Zachary Neace
Kristin Ellison
Aaron Hesselson
Karam Ayoub
Mohammed Al-Yafi
Amit Arbune

Frontiers in Cardiovascular Medicine

doi 10.3389/fcvm.2025.1594338

Original Research

Accepted on 13 Aug 2025

Extracting a COVID-19 Signature from a Multi-Omic Dataset

in Integrative Bioinformatics

Baptiste Bauvin
Thibaud Godon
Guillaume Bachelot
Claudia Carpentier
Riikka Huusari
Maxime Deraspe
Juho Rousu
Caroline Quach
Jacques Corbeil

Frontiers in Bioinformatics

doi 10.3389/fbinf.2025.1645785

Systematic Review

Accepted on 13 Aug 2025

Efficacy and safety of fruquintinib in the treatment of colorectal cancer: a systematic review and meta-analysis of studies in China

in Gastrointestinal and Hepatic Pharmacology

Yuan Feng
Yu Shu

Frontiers in Pharmacology

doi 10.3389/fphar.2025.1590782

Original Research

Accepted on 13 Aug 2025

Encouraging Classroom Activities for Children Using Avatar Robots: A Field Trial

in Human-Robot Interaction

Megumi Kawata
Masashi Maeda
Hirokazu Kumazaki
Hiroko Kamide
Jun Baba
Naomi Matsuura
Hiroshi Ishiguro
Yuichiro Yoshikawa

Frontiers in Robotics and AI

doi 10.3389/frobt.2025.1571804

Review

Accepted on 13 Aug 2025

Regulation of pyroptosis by natural products in atherosclerosis: mechanisms and therapeutic potential

in Ethnopharmacology

Na Shi
Lai Wei
He Wang
Shude Sun
Jianfei Yang
Yabin Zhou

Frontiers in Pharmacology

doi 10.3389/fphar.2025.1626566

Original Research

Accepted on 13 Aug 2025

Enhanced Deep Convolutional Neural Network for SARS-CoV-2 Variants Classification

in Machine Learning and Artificial Intelligence

Olaitan I. Awe
Hesborn Obura
Charles Ssemuyiga
Evans Mudibo
Mike J. Mwanga

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1512003

Original Research

Accepted on 13 Aug 2025

Initial Encounter and Discharge Disposition of Medicare Beneficiaries with Post-Stroke Dysphagia

in Stroke Recovery and Rehabilitation

Molly Jacobs
Richard Lindrooth
Marcelo Perraillon
Karen Wheeler-Hegland
Robert Mcgowan
Charles Ellis

Frontiers in Stroke

doi 10.3389/fstro.2025.1628704

Case Report

Accepted on 13 Aug 2025

A primary amoebic meningoencephalitis case suspected to be infected by indoor swimming, China, 2024

in Infectious Diseases: Pathogenesis and Therapy

Junfan Li
Songqi Feng
Yao Wang
Chao Li
Peng Li
Lijie Zhang
Yingxue Dai
Kaike Tan
Liang Wang

Frontiers in Medicine

doi 10.3389/fmed.2025.1623909

Original Research

Accepted on 13 Aug 2025

Hyperbaric Oxygen Therapy Improves Post-Concussion Symptoms in Adults With Childhood Traumatic Brain Injury: A Retrospective Cohort Study

in Neurorehabilitation

Adi Shabi Shlifer
Gil Suzin
Ran Shorer
Erez Lang
Shachar Finci
Karin Elman Shina
Keren Doenyas
Shai Efrati

Frontiers in Neurology

doi 10.3389/fneur.2025.1641033

Original Research

Accepted on 13 Aug 2025

An Injectable Curcumin-Loaded Hydrogel for Neuroprotective Treatment Promote Nerve Tissue Repair in Rat Severe Spinal Cord Injury

in Biomaterials

Zhaoqing Zhang
Haiyan Ma
Ruisong Tian
Guangwei Li
Fuchang Zhao
Liangyu Xie
Hao Chen

Frontiers in Bioengineering and Biotechnology

doi 10.3389/fbioe.2025.1655686

Original Research

Accepted on 13 Aug 2025

Comprehensive analysis of MGLL as a novel diagnostic and prognostic biomarker for clear cell renal cell carcinoma

in Genitourinary Oncology

Chen Chen
Zhuojing Hu
Wei Zhao
Yunbo Ma
Qinghua Xia

Frontiers in Oncology

doi 10.3389/fonc.2025.1594540

Original Research

Accepted on 13 Aug 2025

A Streamlined Synthetic Approach to the Truncated Linear Trisaccharide Fragment of QS-21

in Organic Chemistry

Shang-Cheng Hung
Jhe-Sian Lin
Zheng-Hao Tzeng
Jasper S Dumalaog

Frontiers in Chemistry

doi 10.3389/fchem.2025.1650302

Original Research

Accepted on 13 Aug 2025

Development and Quality assessment of Gluten-Free Cookies using Rice Flour and Date Fruit

in Nutrition and Food Science Technology

Sajeela Akram
Aqsa Qayyum
Juweria Abid
Umar Farooq
Abdul Momin Rizwan Ahmad

Frontiers in Nutrition

doi 10.3389/fnut.2025.1645063

Articles

Local-NPDR: A Novel Variable Importance Method for Explainable Machine Learning and False Discovery Diagnosis for Ocean Worlds Biosignatures

Conditioning Regimens in Pediatric Myeloid Malignancies Undergoing Allogeneic HSCT: A Comparative Single-Center Study

Insect-specific viruses: transmission dynamics and biological control strategies against arboviruses

Coronary Vasospasm precipitating STEMI and Polymorphic Ventricular Tachycardia: A Case of Cardiotoxicity from 5-FU Based Chemotherapy in a 41-year-old-female

Extracting a COVID-19 Signature from a Multi-Omic Dataset

Efficacy and safety of fruquintinib in the treatment of colorectal cancer: a systematic review and meta-analysis of studies in China

Encouraging Classroom Activities for Children Using Avatar Robots: A Field Trial

Regulation of pyroptosis by natural products in atherosclerosis: mechanisms and therapeutic potential

Enhanced Deep Convolutional Neural Network for SARS-CoV-2 Variants Classification

Initial Encounter and Discharge Disposition of Medicare Beneficiaries with Post-Stroke Dysphagia

A primary amoebic meningoencephalitis case suspected to be infected by indoor swimming, China, 2024

Hyperbaric Oxygen Therapy Improves Post-Concussion Symptoms in Adults With Childhood Traumatic Brain Injury: A Retrospective Cohort Study

An Injectable Curcumin-Loaded Hydrogel for Neuroprotective Treatment Promote Nerve Tissue Repair in Rat Severe Spinal Cord Injury

Comprehensive analysis of MGLL as a novel diagnostic and prognostic biomarker for clear cell renal cell carcinoma

A Streamlined Synthetic Approach to the Truncated Linear Trisaccharide Fragment of QS-21

Development and Quality assessment of Gluten-Free Cookies using Rice Flour and Date Fruit