Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Accepted on 24 Jan 2025

Web-Based Machine Learning Application for Interpretable Prediction of Prolonged Length of Stay After Lumbar Spinal Stenosis Surgery: A Retrospective Cohort Study with Explainable AI

in Computational Physiology and Medicine

Xinghua Song
Parhat Yasin
Alimujiang Yusufu
Yasen Yimit
HaoPeng Luan
Cong Peng

Frontiers in Physiology

doi 10.3389/fphys.2025.1542240

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

127 views

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

144 views

Editorial

Accepted on 21 Jan 2025

Editorial: Integrating Machine Learning with Physics-based Modeling of Physiological Systems

in Computational Physiology and Medicine

Jae Ho Lee
Hao Gao
Michael Döllinger

Frontiers in Physiology

doi 10.3389/fphys.2025.1562750

144 views

Original Research

Accepted on 21 Jan 2025

A Four-Compartment Controller Model of Muscle Fatigue for Static and Dynamic Tasks

in Computational Physiology and Medicine

James Yang
Ritwik Rakshit
Shuvrodeb Barman
Yujiang Xiang

Frontiers in Physiology

doi 10.3389/fphys.2025.1518847

Original Research

Accepted on 15 Jan 2025

In silico oncology: a mechanistic multiscale model of clinical prostate cancer response to external radiation therapy as the core of a digital (virtual) twin. Sensitivity analysis and a clinical adaptation approach

in Computational Physiology and Medicine

Georgios S. Stamatakos
Eleni Kolokotroni
Foteini Panagiotidou
Stamatia Tsampa
Christos Kyroudis
Simon Spohn
Anca-Ligia Grosu
Dimos Baltas
Constantinos Zamboglou
Ilias Sachpazidis

Frontiers in Physiology

doi 10.3389/fphys.2025.1434739

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

184 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

350 views

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

401 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

321 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

328 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

549 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

349 views

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

474 views

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

467 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

532 views

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Articles

Web-Based Machine Learning Application for Interpretable Prediction of Prolonged Length of Stay After Lumbar Spinal Stenosis Surgery: A Retrospective Cohort Study with Explainable AI

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

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

Editorial: Integrating Machine Learning with Physics-based Modeling of Physiological Systems

A Four-Compartment Controller Model of Muscle Fatigue for Static and Dynamic Tasks

In silico oncology: a mechanistic multiscale model of clinical prostate cancer response to external radiation therapy as the core of a digital (virtual) twin. Sensitivity analysis and a clinical adaptation approach

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

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

Editorial: Hemodynamic parameters and cardiovascular changes

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

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

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

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

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

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

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