Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 02 Jun 2025

A non-invasive prediction model for coronary artery stenosis severity based on multimodal data

in Computational Physiology and Medicine

Jiyu Zhang
Jiatuo Xu
Liping Tu
Tao Jiang
Yu Wang
Jijie Xu

Frontiers in Physiology

doi 10.3389/fphys.2025.1592593

2,696 views
2 citations

Original Research

Published on 30 May 2025

Development and validation of a machine learning model based on multiple kernel for predicting the recurrence risk of Budd-Chiari syndrome

in Computational Physiology and Medicine

Weirong Xue
Bing Xu
Hui Wang
Xiaoxiao Zhu
Jiajia Qin
Guangshuang Zhou
Peilin Yu
Shengli Li
Yingliang Jin

Frontiers in Physiology

doi 10.3389/fphys.2025.1589469

1,649 views
1 citation

Original Research

Published on 27 May 2025

Use video comprehension technology to diagnose ultrasound pneumothorax like a doctor would

in Computational Physiology and Medicine

Xiaoyong Qiang
Qiang Wang
Guanjun Liu
Limei Song
Weibin Zhou
Ming Yu
Hang Wu

Frontiers in Physiology

doi 10.3389/fphys.2025.1530808

1,809 views
1 citation

Editorial

Published on 26 May 2025

Editorial: Multiscale cancer modeling, in silico oncology and digital (virtual) twins in the cancer domain

in Computational Physiology and Medicine

Georgios S. Stamatakos
Maria Angeles Perez
Ravi Radhakrishnan

Frontiers in Physiology

doi 10.3389/fphys.2025.1614235

2,124 views
2 citations

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

318 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

2,422 views
1 citation

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

1,989 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

1,538 views
1 citation

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

2,101 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

1,885 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

940 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

2,724 views
5 citations

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

3,836 views
4 citations

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

3,481 views
2 citations

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

1,769 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

2,544 views
1 citation

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

6,506 views
2 citations

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

2,647 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

5,389 views
3 citations

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

2,695 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

3,611 views
3 citations

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

2,022 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

1,377 views
1 citation

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

1,046 views

1,168 articles

articles

A non-invasive prediction model for coronary artery stenosis severity based on multimodal data

Development and validation of a machine learning model based on multiple kernel for predicting the recurrence risk of Budd-Chiari syndrome

Use video comprehension technology to diagnose ultrasound pneumothorax like a doctor would

Editorial: Multiscale cancer modeling, in silico oncology and digital (virtual) twins in the cancer domain

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

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

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

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

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

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

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

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

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

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

Quantifying ventilatory control with 3% CO2 inhalation during exercise

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

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

A review of lightweight convolutional neural networks for ultrasound signal classification

Federated learning-based multimodal approach for early detection and personalized care in cardiac disease

Cross-modal attention model integrating tongue images and descriptions: a novel intelligent TCM approach for pathological organ diagnosis

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

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

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

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