Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Accepted on 22 May 2025

ICLHD-Net: An Interpretable Contrastive Learning Network for Hemodialysis time series classification

in Computational Physiology and Medicine

Anping Song
Wendong Qi
Yanling Huang
Chenbei Zhang
Shibei Liu

Frontiers in Physiology

doi 10.3389/fphys.2025.1608441

116 views

Original Research

Published on 21 May 2025

In silico dietary interventions using whole-body metabolic models reveal sex-specific and differential dietary risk profiles for metabolic syndrome

in Computational Physiology and Medicine

Drew S. Alessi
Chloe V. McCreery
Ali R. Zomorrodi

Frontiers in Physiology

doi 10.3389/fphys.2025.1586750

1,025 views

Original Research

Published on 21 May 2025

Construction and clinical visualization application of a predictive model for mortality risk in sepsis patients based on an improved machine learning model

in Computational Physiology and Medicine

Ting Chen
Xuefeng Zhang
Qunfeng Yu
Qin Yang
Lingmin Yuan
Fei Tong

Frontiers in Physiology

doi 10.3389/fphys.2025.1560659

588 views

Original Research

Published on 20 May 2025

A novel method of BiFormer with temporal-spatial characteristics for ECG-based PVC detection

in Computational Physiology and Medicine

Siyuan Chen
Zhen Wang
Hao Wang
Shuai Wang
Yang Li
Bing Wang

Frontiers in Physiology

doi 10.3389/fphys.2025.1549380

555 views

Original Research

Accepted on 19 May 2025

Oscillometric Blood Pressure Measurement: Modeling and Analysis of the Area Oscillogram and Height Oscillogram

in Computational Physiology and Medicine

Vishaal Dhamotharan
Hao-min Cheng
Shih-Hsien Sung
Chen-Huan Chen
Cederick Landry
Mark Freithaler
Aman Mahajan
Sanjeev G Shroff
Jin-Oh Hahn
Ramakrishna Mukkamala

Frontiers in Physiology

doi 10.3389/fphys.2025.1611096

197 views

Original Research

Published on 19 May 2025

Causal ECGNet: leveraging causal inference for robust ECG classification in cardiac disorders

in Computational Physiology and Medicine

Mei Wang
Cong You
Wei Zhang
Zibo Xu
Qi Liang
Qiang Li

Frontiers in Physiology

doi 10.3389/fphys.2025.1543417

888 views

Original Research

Accepted on 13 May 2025

Prediction of Obesity Levels Based on Physical Activity and Eating Habits with a Machine Learning Model Integrated with Explainable Artificial Intelligence

in Computational Physiology and Medicine

Yasin Görmez
Fatma Hilal Yagin
Burak Yagin
Yalin Aygun
Hulusi Boke
Georgian Badicu
Matheus Santos De Sousa Fernandes
Abedalrhman Alkhateeb
Mahmood Basil A. Al-Rawi
Mohammadreza Aghaei

Frontiers in Physiology

doi 10.3389/fphys.2025.1549306

363 views

Editorial

Published on 12 May 2025

Editorial: Biological and digital markers in sleep, circadian rhythm and epilepsy using artificial intelligence

in Computational Physiology and Medicine

Haoqi Sun
Felicia Jefferson
Ankit Parekh
Margarita Oks
Cathy Goldstein

Frontiers in Physiology

doi 10.3389/fphys.2025.1616497

784 views

Correction

Published on 09 May 2025

Corrigendum: Performance of game sessions in VR vs standard 2D monitor environment. An EEG study

in Computational Physiology and Medicine

Urszula Malinowska
Jakub Wojciechowski
Marek Waligóra
Jacek Rogala

Frontiers in Physiology

doi 10.3389/fphys.2025.1616912

435 views

Original Research

Published on 06 May 2025

A stacked learning framework for accurate classification of polycystic ovary syndrome with advanced data balancing and feature selection techniques

in Computational Physiology and Medicine

Heba M. Emara
Walid El-Shafai
Naglaa F. Soliman
Abeer D. Algarni
Reem Alkanhel
Fathi E. Abd El-Samie

Frontiers in Physiology

doi 10.3389/fphys.2025.1435036

1,043 views

Original Research

Published on 01 May 2025

Deep learning techniques for detecting freezing of gait episodes in Parkinson’s disease using wearable sensors

in Computational Physiology and Medicine

Mosleh Hmoud Al-Adhaileh
Asim Wadood
Theyazn H. H. Aldhyani
Safeer Khan
M. Irfan Uddin
Abdullah H. Al-Nefaie

Frontiers in Physiology

doi 10.3389/fphys.2025.1581699

1,268 views

Original Research

Published on 28 Apr 2025

Deep learning-based automated tongue analysis system for assisted Chinese medicine diagnosis

in Computational Physiology and Medicine

Tingnan Chen
Yutong Chen
Zili Zhou
Ying Zhu
Ling He
Jing Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1559389

979 views

Original Research

Published on 25 Apr 2025

Quantifying ventilatory control with 3% CO2 inhalation during exercise

in Computational Physiology and Medicine

Suhaib M. Hashem
Stanley M. Yamashiro
Takahide Kato
Takaaki Matsumoto
Vasilis Z. Marmarelis

Frontiers in Physiology

doi 10.3389/fphys.2025.1528519

823 views

Original Research

Published on 25 Apr 2025

Characteristics and hemolysis analysis of centrifugal blood pumps under different speed modulations

in Computational Physiology and Medicine

Chengxuan Su
Donghai Jin
Guangmao Liu
Shulei Li
Xingmin Gui

Frontiers in Physiology

doi 10.3389/fphys.2025.1575971

1,031 views

Original Research

Published on 25 Apr 2025

TongueNet: a multi-modal fusion and multi-label classification model for traditional Chinese Medicine tongue diagnosis

in Computational Physiology and Medicine

Lijuan Yang
Qiumei Dong
Da Lin
Xinliang Lü

Frontiers in Physiology

doi 10.3389/fphys.2025.1527751

1,460 views

Original Research

Accepted on 24 Apr 2025

Real-time Physiological Monitoring Interactive Model for Chronic Diseases in the Elderly

in Computational Physiology and Medicine

Xiaoyan Xu
Xia Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1557857

236 views