Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Accepted on 14 Apr 2025

Multimodal Deep Learning for Freezing of GaitDetection in Parkinson’s Disease UsingWearable Sensors

in Computational Physiology and Medicine

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

Frontiers in Physiology

doi 10.3389/fphys.2025.1581699

Original Research

Accepted on 14 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

Original Research

Published on 11 Apr 2025

Hemidiaphragm work in large pleural effusion and its insignificant impact on blood gases: a new insight based on in silico study

in Computational Physiology and Medicine

Tomasz Gólczewski
Anna M. Stecka
Elżbieta M. Grabczak
Marcin Michnikowski
Monika Zielińska-Krawczyk
Rafał Krenke

Frontiers in Physiology

doi 10.3389/fphys.2025.1539781

226 views

Original Research

Accepted on 09 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

Opinion

Published on 09 Apr 2025

The prophet’s rite of passage – pitfalls in evaluating real-time prediction in medicine

in Computational Physiology and Medicine

Noam Keidar
Yael Yaniv

Frontiers in Physiology

doi 10.3389/fphys.2025.1569008

141 views

Original Research

Accepted on 07 Apr 2025

Cross-Modal Attention Model Integrating Tongue Images and Descriptions: A Novel Intelligent TCM Approach for Pathological Organ Diagnosis

in Computational Physiology and Medicine

Quan Gan
Chen Wang
Zhaoman Zhong
Jiaying Wu
Qiwei Ge
Lei Shi
Jiaqing Shang
Chuanxia Liu

Frontiers in Physiology

doi 10.3389/fphys.2025.1580985

Original Research

Accepted on 07 Apr 2025

Enhanced Breast Cancer Diagnosis Using Modified InceptionNet-V3: A Deep Learning Approach for Ultrasound Image Classification

in Computational Physiology and Medicine

Rana Alnashwan
Abduljabbar S. Ba Mahel
Samia Chelloug
Ahsan Rafiq
Mohammed Muthanna
Ahmed Aziz

Frontiers in Physiology

doi 10.3389/fphys.2025.1558001

119 views

Original Research

Accepted on 04 Apr 2025

Quantifying Ventilatory Control with 3% CO2 Inhalation During Exercise

in Computational Physiology and Medicine

Suhaib Mustafa Hashem
Stanley Yamashiro
Takahide Kato
Takaaki Matsumoto
Vasilis Z Marmarelis

Frontiers in Physiology

doi 10.3389/fphys.2025.1528519

Original Research

Published on 01 Apr 2025

A multi-modal deep learning approach for stress detection using physiological signals: integrating time and frequency domain features

in Computational Physiology and Medicine

Jun-Zhi Xiang
Qin-Yong Wang
Zhi-Bin Fang
James A. Esquivel
Zhi-Xian Su

Frontiers in Physiology

doi 10.3389/fphys.2025.1584299

438 views

Review

Accepted on 31 Mar 2025

A review of Lightweight Convolutional Neural Networks for Ultrasound Signal Classification

in Computational Physiology and Medicine

Bokun Zhang
Zhengping Li
Yuwen Hao
Lijun Wang
Xiaoxue Li
Yuan Yao

Frontiers in Physiology

doi 10.3389/fphys.2025.1536542

Original Research

Accepted on 28 Mar 2025

Federated Learning-Based Multimodal Approach for Early Detection and Personalized Care in Cardiac Disease

in Computational Physiology and Medicine

Sultan Alasmari
Rayed AlGhamdi
Ghanshyam Tejani
Sunil Kumar
Seyed Jalaleddin Mousavirad

Frontiers in Physiology

doi 10.3389/fphys.2025.1563185

105 views

Original Research

Published on 26 Mar 2025

Interpretive machine learning predicts short-term mortality risk in elderly sepsis patients

in Computational Physiology and Medicine

Xing-Yu Zhu
Zhi-Meng Jiang
Xiao‐ Li
Zi-Wen Lv
Jian-Wei Tian
Fei-Fei Su

Frontiers in Physiology

doi 10.3389/fphys.2025.1549138

550 views

Original Research

Published on 26 Mar 2025

Design of a hybrid AI network circuit for epilepsy detection with 97.5% accuracy and low cost-latency

in Computational Physiology and Medicine

Liufang Sheng
Xuanxu Chen
Yuejun Zhang
Ke Yan
Junping Chen
Zhikang Chen
Hanyu Shi
Yi Gong

Frontiers in Physiology

doi 10.3389/fphys.2025.1514883

409 views

Original Research

Published on 25 Mar 2025

Shape of the mitral annulus in normal individuals and dilated cardiomyopathies: computational modeling insights into leaflet stress distribution

in Computational Physiology and Medicine

Salvatore Pasta
Eluisa La Franca
Fabrizio Crascì
Giovanni Gentile
Manlio Cipriani
Francesco Fulvio Faletra

Frontiers in Physiology

doi 10.3389/fphys.2025.1532972

439 views

Original Research

Published on 24 Mar 2025

Cross-sectional study on smoking types and stroke risk: development of a predictive model for identifying stroke risk

in Computational Physiology and Medicine

Chao Ding
Minjia Yuan
Jiwei Cheng
Junkai Wen

Frontiers in Physiology

doi 10.3389/fphys.2025.1528910

958 views

Original Research

Accepted on 20 Mar 2025

Exploring the in silico adaptation of the Nephroblastoma Oncosimulator to MRI scans, treatment data and histological profiles of patients from different risk groups

in Computational Physiology and Medicine

Marcel Meyerheim
Foteini Panagiotidou
Eleni Georgiadi
Dimitrios Soudris
Georgios S. Stamatakos
Norbert Graf

Frontiers in Physiology

doi 10.3389/fphys.2025.1465631