Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Accepted on 30 Jan 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

232 views

Original Research

Published on 23 Jan 2025

Comparison and verification of detection accuracy for late deceleration with and without uterine contractions signals using convolutional neural networks

in Computational Physiology and Medicine

Ikumi Sato
Yuta Hirono
Eiri Shima
Hiroto Yamamoto
Kousuke Yoshihara
Chiharu Kai
Akifumi Yoshida
Fumikage Uchida
Naoki Kodama
Satoshi Kasai

Frontiers in Physiology

doi 10.3389/fphys.2025.1525266

745 views
1 citation

Correction

Published on 22 Jan 2025

Corrigendum: Computational study of transcatheter aortic valve replacement based on patient-specific models—rapid surgical planning for self-expanding valves

in Computational Physiology and Medicine

Zhuangyuan Meng
Haishan Zhang
Yunhan Cai
Yuan Gao
Changbin Liang
Jun Wang
Xin Chen
Liang Guo
ShengZhang Wang

Frontiers in Physiology

doi 10.3389/fphys.2025.1541483

567 views

Original Research

Published on 07 Jan 2025

A combined diagnostic model including middle rectal artery visualization for predicting lateral lymph node metastasis in rectal cancer

in Computational Physiology and Medicine

Ning Wang
Yiping Li
Kun Lu
Kaikai Wei
Shize Jia
Shuhong Fan
Donglin Ren
Yuanji Fu
Zhimin Liu

Frontiers in Physiology

doi 10.3389/fphys.2024.1444897

517 views

Review

Published on 03 Jan 2025

Non-invasive ML methods for diagnosis of congenital heart disease associated with pulmonary arterial hypertension

in Computational Physiology and Medicine

Yuyang Gao
Pengyue Ma
Jiahua Pan
Hongbo Yang
Tao Guo
Weilian Wang

Frontiers in Physiology

doi 10.3389/fphys.2024.1502725

986 views
1 citation

Editorial

Published on 03 Jan 2025

Editorial: Hemodynamic parameters and cardiovascular changes

in Computational Physiology and Medicine

Tania Pereira
Kais Gadhoumi
Ran Xiao

Frontiers in Physiology

doi 10.3389/fphys.2024.1538859

690 views

Original Research

Published on 24 Dec 2024

Classification of arteriovenous fistula sounds using a convolutional block attention module and long short-term memory neural network

in Computational Physiology and Medicine

Jun Zhang
Rongxi Zhang
Xinming Shu
Hongtao Zhang

Frontiers in Physiology

doi 10.3389/fphys.2024.1397317

703 views

Editorial

Published on 23 Dec 2024

Editorial: Artificial intelligence for smart health: learning, simulation, and optimization

in Computational Physiology and Medicine

Bing Yao
Nathan Gaw
Hyo Kyung Lee

Frontiers in Physiology

doi 10.3389/fphys.2024.1541057

569 views

Original Research

Published on 13 Dec 2024

Deep learning-based automated diagnosis of temporomandibular joint anterior disc displacement and its clinical application

in Computational Physiology and Medicine

Yue Yu
Shu Jun Wu
Yao Min Zhu

Frontiers in Physiology

doi 10.3389/fphys.2024.1445258

1,257 views

Original Research

Published on 10 Dec 2024

A novel network with enhanced edge information for left atrium segmentation from LGE-MRI

in Computational Physiology and Medicine

Ze Zhang
Zhen Wang
Xiqian Wang
Kuanquan Wang
Yongfeng Yuan
Qince Li

Frontiers in Physiology

doi 10.3389/fphys.2024.1478347

642 views
1 citation

Original Research

Published on 05 Dec 2024

A motor imagery classification model based on hybrid brain-computer interface and multitask learning of electroencephalographic and electromyographic deep features

in Computational Physiology and Medicine

Yingyu Cao
Shaowei Gao
Huixian Yu
Zhenxi Zhao
Dawei Zang
Chun Wang

Frontiers in Physiology

doi 10.3389/fphys.2024.1487809

873 views
2 citations

Original Research

Published on 04 Dec 2024

Predicting postoperative pulmonary infection risk in patients with diabetes using machine learning

in Computational Physiology and Medicine

Chunxiu Zhao
Bingbing Xiang
Jie Zhang
Pingliang Yang
Qiaoli Liu
Shun Wang

Frontiers in Physiology

doi 10.3389/fphys.2024.1501854

774 views

Original Research

Published on 03 Dec 2024

Predicting the diabetic foot in the population of type 2 diabetes mellitus from tongue images and clinical information using multi-modal deep learning

in Computational Physiology and Medicine

Zhikui Tian
Dongjun Wang
Xuan Sun
Chuan Cui
Hongwu Wang

Frontiers in Physiology

doi 10.3389/fphys.2024.1473659

1,166 views
1 citation

Original Research

Published on 02 Dec 2024

Action recognition in rehabilitation: combining 3D convolution and LSTM with spatiotemporal attention

in Computational Physiology and Medicine

Fan Yang
Shiyu Li
Chang Sun
Xingjiang Li
Zhangbo Xiao

Frontiers in Physiology

doi 10.3389/fphys.2024.1472380

684 views
1 citation

Original Research

Published on 28 Nov 2024

Epilepsy is associated with the accelerated aging of brain activity in sleep

in Computational Physiology and Medicine

Peter N. Hadar
Mike Westmeijer
Haoqi Sun
Erik-Jan Meulenbrugge
Jin Jing
Luis Paixao
Ryan A. Tesh
Madalena Da Silva Cardoso
Pierrick Arnal
Rhoda Au

Frontiers in Physiology

doi 10.3389/fphys.2024.1458592

1,618 views

Original Research

Published on 20 Nov 2024

Development of continuous warning system for timely prediction of septic shock

in Computational Physiology and Medicine

Gyumin Kim
Sung Woo Lee
Su Jin Kim
Kap Su Han
Sijin Lee
Juhyun Song
Hyo Kyung Lee

Frontiers in Physiology

doi 10.3389/fphys.2024.1389693

1,609 views