Frontiers in Physiology | Computational Physiology and Medicine

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

1,175 views
1 citation

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

1,409 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

1,167 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

907 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

1,755 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

1,206 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

265 views

Review

Published on 24 Apr 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

1,087 views

Original Research

Published on 23 Apr 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 G. Tejani
Sunil Kumar Sharma
Seyed Jalaleddin Mousavirad

Frontiers in Physiology

doi 10.3389/fphys.2025.1563185

1,627 views

Original Research

Published on 23 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

1,077 views

Original Research

Published on 22 Apr 2025

Enhanced breast cancer diagnosis using modified InceptionNet-V3: a deep learning approach for ultrasound image classification

in Computational Physiology and Medicine

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

Frontiers in Physiology

doi 10.3389/fphys.2025.1558001

1,510 views

Original Research

Published on 17 Apr 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 Stamatakos
Norbert Graf

Frontiers in Physiology

doi 10.3389/fphys.2025.1465631

1,185 views

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

775 views

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

628 views

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

2,584 views
1 citation

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

1,728 views