Frontiers in Physiology | Computational Physiology and Medicine

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

508 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

507 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

588 views

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

323 views

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

1,068 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

988 views

Original Research

Published on 19 Nov 2024

Influence of flow rate and fiber tension on dynamical, mechanical and acoustical parameters in a synthetic larynx model with integrated fibers

in Computational Physiology and Medicine

Lucia Gühring
Bogac Tur
Marion Semmler
Anne Schützenberger
Stefan Kniesburges

Frontiers in Physiology

doi 10.3389/fphys.2024.1455360

448 views

Brief Research Report

Published on 13 Nov 2024

Kinematic stability in cardiac locomotor synchronization during regular walking

in Computational Physiology and Medicine

Benio Kibushi

Frontiers in Physiology

doi 10.3389/fphys.2024.1487465

500 views

Original Research

Published on 11 Nov 2024

SRPNet: stroke risk prediction based on two-level feature selection and deep fusion network

in Computational Physiology and Medicine

Daoliang Zhang
Na Yu
Xiaodan Yang
Yang De Marinis
Zhi-Ping Liu
Rui Gao

Frontiers in Physiology

doi 10.3389/fphys.2024.1357123

408 views

Original Research

Published on 31 Oct 2024

Multi-branch fusion graph neural network based on multi-head attention for childhood seizure detection

in Computational Physiology and Medicine

Yang Li
Yang Yang
Shangling Song
Hongjun Wang
Mengzhou Sun
Xiaoyun Liang
Penghui Zhao
Baiyang Wang
Na Wang
Qiyue Sun

Frontiers in Physiology

doi 10.3389/fphys.2024.1439607

594 views

Original Research

Published on 30 Oct 2024

Patient-specific prostate tumour growth simulation: a first step towards the digital twin

in Computational Physiology and Medicine

Ángela Pérez-Benito
José Manuel García-Aznar
María José Gómez-Benito
María Ángeles Pérez

Frontiers in Physiology

doi 10.3389/fphys.2024.1421591

1,007 views

Original Research

Published on 24 Oct 2024

Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer

in Computational Physiology and Medicine

Myrianthi Hadjicharalambous
Yiannis Roussakis
George Bourantas
Eleftherios Ioannou
Karol Miller
Paul Doolan
Iosif Strouthos
Constantinos Zamboglou
Vasileios Vavourakis

Frontiers in Physiology

doi 10.3389/fphys.2024.1491144

690 views

Original Research

Published on 24 Oct 2024

An ensemble model for predicting dyslipidemia using 3-years continuous physical examination data

in Computational Physiology and Medicine

Naiwen Zhang
Xiaolong Guo
Xiaxia Yu
Zhen Tan
Feiyue Cai
Ping Dai
Jing Guo
Guo Dan

Frontiers in Physiology

doi 10.3389/fphys.2024.1464744

587 views

Review

Published on 23 Oct 2024

Towards verifiable cancer digital twins: tissue level modeling protocol for precision medicine

in Computational Physiology and Medicine

Sharvari Kemkar
Mengdi Tao
Alokendra Ghosh
Georgios Stamatakos
Norbert Graf
Kunal Poorey
Uma Balakrishnan
Nathaniel Trask
Ravi Radhakrishnan

Frontiers in Physiology

doi 10.3389/fphys.2024.1473125

1,868 views

Original Research

Published on 22 Oct 2024

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.2024.1457371

643 views

Review

Published on 15 Oct 2024

Predictive modeling of biomedical temporal data in healthcare applications: review and future directions

in Computational Physiology and Medicine

Abhidnya Patharkar
Fulin Cai
Firas Al-Hindawi
Teresa Wu

Frontiers in Physiology

doi 10.3389/fphys.2024.1386760

1,745 views

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Articles

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

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

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

Development of continuous warning system for timely prediction of septic shock

Influence of flow rate and fiber tension on dynamical, mechanical and acoustical parameters in a synthetic larynx model with integrated fibers

Kinematic stability in cardiac locomotor synchronization during regular walking

SRPNet: stroke risk prediction based on two-level feature selection and deep fusion network

Multi-branch fusion graph neural network based on multi-head attention for childhood seizure detection

Patient-specific prostate tumour growth simulation: a first step towards the digital twin

Personalised in silico biomechanical modelling towards the optimisation of high dose-rate brachytherapy planning and treatment against prostate cancer

An ensemble model for predicting dyslipidemia using 3-years continuous physical examination data

Towards verifiable cancer digital twins: tissue level modeling protocol for precision medicine

Performance of game sessions in VR vs standard 2D monitor environment. an EEG study

Predictive modeling of biomedical temporal data in healthcare applications: review and future directions