Multivariate Classification | List of Frontiers open access articles

Original Research

Accepted on 28 Feb 2026

Impact of In-Hospital SARS-CoV-2 Infection on Mortality and Outcomes in Patients Admitted for Heart Failure: A Nationwide Analysis in Brazil

in Heart Failure and Transplantation

Adriana Bau
Camila Nicolela Geraldo Martins
Andréa Coy-Canguçu
Guilherme Cordeiro
Mauricio Longato
Otávio Rizzi Coelho
Thiago Quinaglia A. C. Silva
Maria Luiza Moretti
Wilson Nadruz
Jose Roberto Matos-Souza

Frontiers in Cardiovascular Medicine

Original Research

Accepted on 28 Feb 2026

Machine Learning Driven LD₅₀ Prediction for Cancer Risk Assessment Using Modern Molecular Language Models

in Molecular and Cellular Oncology

Jongsun Jung
Tanuj Sharma
Peter Sona

Frontiers in Oncology

Review

Accepted on 28 Feb 2026

Plant-derived extracellular vesicles in Skin and Bone tissue engineering: Current status, challenges, and future perspectives

in Tissue Engineering and Regenerative Medicine

Chenyang Lu
Dipeng Li
Wenxin Gao
Xiaoxian Sun
Yan Zhang
Yunfei Yu
CHENGHAO FEI
Peina Zhou
Mao Wu

Frontiers in Bioengineering and Biotechnology

Original Research

Accepted on 28 Feb 2026

Media Mastery and Digital Devices: Sensitizing Concept Framework and Review Framework for Understanding Student Experiences of Connectivity and Control

in Media Psychology

Ingunn Hagen
Ronald E. Rice

Frontiers in Psychology

Original Research

Accepted on 28 Feb 2026

Synergistic Analysis of Genome-Resolved Metagenomics and Language-Based Machine Learning Reveals Hidden Probiotic Genomes in the Indian Healthy Human Gut Microbiome

in Omics and Bioinformatics for Microbiomes

Arunmozhi Bharathi Achudhan
Reetumbhara Parthiban
Tejaswini Ramasubramanian
Kanchan Mukesh
Lilly M. Saleena

Frontiers in Microbiomes

Original Research

Accepted on 28 Feb 2026

Electrochemical Characterization and Chronic Stability of Utah Electrode Arrays for Intracortical Microstimulation

in Neural Technology

Christopher K. Nguyen
Brandon S. Sturgill
Balaji Srikanthan
Behnoush Dousti
Madhav Bhatt
Mahasty Khajehzadeh
Soham Mangarolia
Nashita Hasan
Ana G. Hernandez-Reynoso
Sandeep Negi

Frontiers in Neuroscience

Original Research

Accepted on 28 Feb 2026

Analysis of volatile compounds emitted from white champaca flowers (Michelia alba D.C.) by HS-GC-MS and SPME-GC-MS technology

in Plant Metabolism and Chemodiversity

Xiangyang Guo
Beijun Cao

Frontiers in Plant Science

Original Research

Accepted on 28 Feb 2026

A transdiagnostic network analysis of psychosocial-clinical-cognitive functioning in young people with bipolar and major depressive disorders

in Mood Disorders

Longbin Du
Xiaofen Zong
Jinxin He
Mengyao Feng
Hongjie Li
Yupan Tan
Li Dong
Xia Sun
Yuanyuan Zhang
Shuxian Yin

Frontiers in Psychiatry

Original Research

Accepted on 28 Feb 2026

Synergistic antitumor Efficacy of a Decorin-Carrying Oncolytic Adenovirus Combined with Chemotherapy in Pancreatic Cancer

in Cancer Immunity and Immunotherapy

JING CHEN
Wei Ping Tian
Xiao Bai Wei
Xi Wei Zhang
Hong Yuan Gao

Frontiers in Oncology

Original Research

Accepted on 28 Feb 2026

Can indwelling pleural catheters bring extra benefits in elderly heart failure patients with pleural effusion?—A real-world retrospective multicenter analysis

in Heart Failure and Transplantation

Yinghua Wang
Yan Jin
Hui Li
Qi Guo
Qingqi Ji
Yan Pan
Min Zhang

Frontiers in Cardiovascular Medicine

Review

Accepted on 28 Feb 2026

Female Predominance in Chronic Cough: Biological Sex–Related Factors, Mechanisms, and Therapeutic Targets — A Narrative Review

in Pulmonary Medicine

Aibo Zheng
Kai Sun
Wenjun Li
Zhiyu Chen
Yuting Li
Wei Wu
Jie Gan

Frontiers in Medicine

Systematic Review

Accepted on 28 Feb 2026

Effects of brain-computer interface-based rehabilitation on upper limb function, activities of daily living, and adverse events in patients with early stroke: a systematic review and meta-analysis

in Neurocognitive Aging and Behavior

Jing-Xue Wei
Yue-Mi Zhang
Shan-Shan Liang
Qi-Fu Li
Lang Huang
Yuan-Hong Dai
Zi-Ting Bi
Jing-Hua Xiao
JIAN WEN XU
Yun-Shan Zhang

Frontiers in Aging Neuroscience

Original Research

Accepted on 28 Feb 2026

Spatiotemporal Dynamics and Adaptation Mechanisms of Plant Diversity and Functional Traits in Desert Steppe

in Functional Plant Ecology

Shiya He
Tiantian Wu
Yanxin Yang
Shutong Yang
Weihong Hou
Xuhui Tang
Adilamu Abulaiti
Xiaofang Ye
Fei Yu
Lingxiu Wang

Frontiers in Plant Science

Original Research

Accepted on 28 Feb 2026

Grazing intensity drives above–belowground productivity trade-offs and reveals belowground dominance in temperate herbaceous marsh wetlands

in Functional Plant Ecology

Mingyue Pan
Linguang Luan
Yingqi Han
Qiong Han
Weihong Zhu
Jingzhi Wang

Frontiers in Plant Science

Original Research

Accepted on 28 Feb 2026

Changes in Pediatric Unintentional Injury Hospitalizations Before and After the COVID-19 pandemic : A Retrospective Analysis

in Injury Prevention and Control

Tian Tang
shaojun li
lin yang
liang zhou
Tan Liping

Frontiers in Public Health

Curriculum, Instruction, and Pedagogy

Accepted on 28 Feb 2026

Developing a Multidimensional Pedagogical Framework for Safety Education in Early Childhood: Mapping Systematic Review Insights to Sheriff Labrador

in Public Health Education and Promotion

OLUSIJI LASEKAN
Margot Teresa Godoy Pena
Mathew Blessy Sarah

Frontiers in Public Health

Articles

Impact of In-Hospital SARS-CoV-2 Infection on Mortality and Outcomes in Patients Admitted for Heart Failure: A Nationwide Analysis in Brazil

Machine Learning Driven LD₅₀ Prediction for Cancer Risk Assessment Using Modern Molecular Language Models

Plant-derived extracellular vesicles in Skin and Bone tissue engineering: Current status, challenges, and future perspectives

Media Mastery and Digital Devices: Sensitizing Concept Framework and Review Framework for Understanding Student Experiences of Connectivity and Control

Synergistic Analysis of Genome-Resolved Metagenomics and Language-Based Machine Learning Reveals Hidden Probiotic Genomes in the Indian Healthy Human Gut Microbiome

Electrochemical Characterization and Chronic Stability of Utah Electrode Arrays for Intracortical Microstimulation

Analysis of volatile compounds emitted from white champaca flowers (Michelia alba D.C.) by HS-GC-MS and SPME-GC-MS technology

A transdiagnostic network analysis of psychosocial-clinical-cognitive functioning in young people with bipolar and major depressive disorders

Synergistic antitumor Efficacy of a Decorin-Carrying Oncolytic Adenovirus Combined with Chemotherapy in Pancreatic Cancer

Can indwelling pleural catheters bring extra benefits in elderly heart failure patients with pleural effusion?—A real-world retrospective multicenter analysis

Female Predominance in Chronic Cough: Biological Sex–Related Factors, Mechanisms, and Therapeutic Targets — A Narrative Review

Effects of brain-computer interface-based rehabilitation on upper limb function, activities of daily living, and adverse events in patients with early stroke: a systematic review and meta-analysis

Spatiotemporal Dynamics and Adaptation Mechanisms of Plant Diversity and Functional Traits in Desert Steppe

Grazing intensity drives above–belowground productivity trade-offs and reveals belowground dominance in temperate herbaceous marsh wetlands

Changes in Pediatric Unintentional Injury Hospitalizations Before and After the COVID-19 pandemic : A Retrospective Analysis

Developing a Multidimensional Pedagogical Framework for Safety Education in Early Childhood: Mapping Systematic Review Insights to Sheriff Labrador