Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 19 Feb 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

Paierhati Yasheng
Alimujiang Yusufu
Yasenjiang Yimiti
Haopeng Luan
Cong Peng
Xinghua Song

Frontiers in Physiology

doi 10.3389/fphys.2025.1542240

146 views

Original Research

Accepted on 14 Feb 2025

A Multi-Modal Deep Learning Solution for Precise Pneumonia Diagnosis: The PneumoFusion-Net Model

in Computational Physiology and Medicine

Yujie Wang
Can Liu
Yinghan Fan
Chenyue Niu
Wanyun Huang
Yixuan Pan
Jingze Li
Yilin Wang
Jun Li

Frontiers in Physiology

doi 10.3389/fphys.2025.1512835

Original Research

Accepted on 14 Feb 2025

Multimodal Diagnosis of Alzheimer's Disease based on Resting-State Electroencephalography and Structural Magnetic Resonance Imaging

in Computational Physiology and Medicine

Junxiu Liu
Shangxiao Wu
Qiang Fu
Yuling Luo
Sheng Qin
Yiting Huang
Zhaohui Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1515881

104 views

Original Research

Accepted on 12 Feb 2025

Cnidaria Herd optimized fuzzy C-means clustering enabled deep learning model for lung nodule detection

in Computational Physiology and Medicine

R Hari Prasada Rao
Agam Das Goswami

Frontiers in Physiology

doi 10.3389/fphys.2025.1511716

Original Research

Published on 12 Feb 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

230 views

Editorial

Published on 05 Feb 2025

Editorial: Integrating machine learning with physics-based modeling of physiological systems

in Computational Physiology and Medicine

Jae H. Lee
Hao Gao
Michael Döllinger

Frontiers in Physiology

doi 10.3389/fphys.2025.1562750

428 views

Original Research

Accepted on 04 Feb 2025

Prediction of time averaged wall shear stress distribution in coronary arteries' bifurcation varying in morphological features via deep learning

in Computational Physiology and Medicine

MohammadHossein Sarkhosh
Hadis Edrisnia
Mahkame Sharbatdar

Frontiers in Physiology

doi 10.3389/fphys.2025.1518732

203 views

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

169 views

Original Research

Accepted on 29 Jan 2025

An Emotion Recognition Method based on Frequency-domain Features of PPG

in Computational Physiology and Medicine

Zhibin Zhu
Xuanyi Wang
Yifei Xu
Wanlin Chen
Jing Zheng
Shulin Chen
Hang Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1486763

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

363 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

301 views

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

147 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

301 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

574 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

500 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

429 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

A Multi-Modal Deep Learning Solution for Precise Pneumonia Diagnosis: The PneumoFusion-Net Model

Multimodal Diagnosis of Alzheimer's Disease based on Resting-State Electroencephalography and Structural Magnetic Resonance Imaging

Cnidaria Herd optimized fuzzy C-means clustering enabled deep learning model for lung nodule detection

A four-compartment controller model of muscle fatigue for static and dynamic tasks

Editorial: Integrating machine learning with physics-based modeling of physiological systems

Prediction of time averaged wall shear stress distribution in coronary arteries' bifurcation varying in morphological features via deep learning

A Stacked Learning Framework for Accurate Classification of Polycystic Ovary Syndrome with Advanced Data Balancing and Feature Selection Techniques

An Emotion Recognition Method based on Frequency-domain Features of PPG

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

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