Frontiers in Physiology | Computational Physiology and Medicine

Review

Published on 31 Jul 2025

Efficacy of artificial intelligence-based FFR technology for coronary CTA stenosis detection in clinical management of coronary artery disease: a systematic review

in Computational Physiology and Medicine

Tong Liu
Ming Liu
Ailiyaerjiang Aisika
Palidanmu Wumaier
Abudukeyoumujiang Abulizi
Jingru Wang
Mayidili Nijiati

Frontiers in Physiology

doi 10.3389/fphys.2025.1635923

3,673 views
2 citations

Original Research

Published on 30 Jul 2025

Development and validation of an interpretable risk prediction model for perioperative ischemic stroke in noncardiac, nonvascular, and nonneurosurgical patients: a retrospective study

in Computational Physiology and Medicine

Xuhui Cong
Xuli Zou
Ruilou Zhu
Yubao Li
Lu Liu
Jiaqiang Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1628475

1,274 views

Original Research

Published on 29 Jul 2025

Fusing wrist pulse and ECG data for enhanced identification of coronary heart disease and its complications

in Computational Physiology and Medicine

Lei-Xin Hong
Wen-Jie Wu
Xia Chen
Dan-Qun Xiong
Ye-Qing Zhang
Xiang-Dong Xu
Jian-Jun Yan
Rui Guo

Frontiers in Physiology

doi 10.3389/fphys.2025.1628309

1,616 views

Original Research

Published on 17 Jul 2025

Development and validation of a risk prediction model for perioperative acute kidney injury in non-cardiac and non-urological surgery patients: a retrospective cohort study

in Computational Physiology and Medicine

Xuhui Cong
Xuli Zou
Ruilou Zhu
Yubao Li
Lu Liu
Jiaqiang Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1628450

1,354 views
1 citation

Original Research

Published on 16 Jul 2025

Prediction of obesity levels based on physical activity and eating habits with a machine learning model integrated with explainable artificial intelligence

in Computational Physiology and Medicine

Yasin Görmez
Fatma Hilal Yagin
Burak Yagin
Yalin Aygun
Hulusi Boke
Georgian Badicu
Matheus Santos De Sousa Fernandes
Abedalrhman Alkhateeb
Mahmood Basil A. Al-Rawi
Mohammadreza Aghaei

Frontiers in Physiology

doi 10.3389/fphys.2025.1549306

4,326 views
3 citations

Original Research

Published on 15 Jul 2025

DualPlaqueNet with dual-branch structure and attention mechanism for carotid plaque semantic segmentation and size prediction

in Computational Physiology and Medicine

Lili Deng
Xingyu Duan
Yongxiang Sun
Yunling Wang
Dongmei Song
Xiaokai Duan

Frontiers in Physiology

doi 10.3389/fphys.2025.1629637

1,442 views

Conceptual Analysis

Published on 14 Jul 2025

Mass medicine vs. personalized medicine: from mathematical methods to regulatory implications

in Computational Physiology and Medicine

Inderpal S. Randhawa
Grigori Sigalov

Frontiers in Physiology

doi 10.3389/fphys.2025.1649114

2,494 views

Original Research

Published on 14 Jul 2025

Development and clinical application of an automated machine learning-based delirium risk prediction model for emergency polytrauma patients

in Computational Physiology and Medicine

Zhenyi Liu
Yihao Huang
Long Li
Yisha Xu
Peng Wu
Zhigang Zhang
Tingyong Han
Liangjie Zhang
Ming Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1629329

2,293 views

Original Research

Published on 10 Jul 2025

A YOLOv11-based AI system for keypoint detection of auricular acupuncture points in traditional Chinese medicine

in Computational Physiology and Medicine

Ganhong Wang
Limei Yin
Hanyue Zhang
Kaijian Xia
Yue Su
Jian Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1629238

2,505 views
1 citation

Methods

Published on 08 Jul 2025

AI-powered diagnosis of ovarian conditions: insights from a newly introduced ultrasound dataset

in Computational Physiology and Medicine

Mahdi-Reza Borna
Hanan Saadat
Mohammad Mehdi Sepehri
Hossein Torkashvand
Leila Torkashvand
Shamim Pilehvari

Frontiers in Physiology

doi 10.3389/fphys.2025.1520898

3,290 views
1 citation

Original Research

Published on 07 Jul 2025

DASD- diagnosing autism spectrum disorder based on stereotypical hand-flapping movements using multi-stream neural networks and attention mechanisms

in Computational Physiology and Medicine

Theyazn H. H. Aldhyani
Abdullah H. Al-Nefaie

Frontiers in Physiology

doi 10.3389/fphys.2025.1593965

1,838 views
1 citation

Original Research

Published on 02 Jul 2025

Hemodynamic modeling of aortic arch aneurysm treatment using the Castor™ branched stent graft: a virtual coil embolization simulation framework

in Computational Physiology and Medicine

Xiaoqiang Ye
Jianning Zhang
Zhiguo Cheng
Fenghui Lu
Zijing Wen
Guanghao Yu
Guangxin Chen
Fengjie Xie
Dan Qiao
Jian Xing

Frontiers in Physiology

doi 10.3389/fphys.2025.1629346

2,155 views
1 citation

Original Research

Published on 01 Jul 2025

A model to simulate human cardio-respiratory responses to different fluid resuscitation treatments after hemorrhagic injury

in Computational Physiology and Medicine

Varghese Kurian
Xin Jin
Sridevi Nagaraja
Anders Wallqvist
Jaques Reifman

Frontiers in Physiology

doi 10.3389/fphys.2025.1613874

2,206 views
2 citations

Original Research

Published on 30 Jun 2025

Machine learning prediction and interpretability analysis of high-risk chest pain: a study from the MIMIC-IV database

in Computational Physiology and Medicine

Hongyi Chen
Haiyang Song
Hongyu Huang
Xiaojun Fang
Huang Chen
Qingqing Yang
Junyu Zhang
Wenjun Ding
Zheng Gong
Jun Ke

Frontiers in Physiology

doi 10.3389/fphys.2025.1594277

3,459 views

Original Research

Published on 27 Jun 2025

Advancing cardiac diagnostics: high-accuracy arrhythmia classification with the EGOLF-net model

in Computational Physiology and Medicine

Deepika Tenepalli
T. M. Navamani

Frontiers in Physiology

doi 10.3389/fphys.2025.1613812

1,859 views

Original Research

Published on 27 Jun 2025

Optimization of secondary flow path clearance in centrifugal blood pump: a combined numerical and experimental study

in Computational Physiology and Medicine

Chenying Zhu
Ping Ye
Zhaohua Chang

Frontiers in Physiology

doi 10.3389/fphys.2025.1595588

1,230 views

Original Research

Published on 24 Jun 2025

Utility of nonlinear analysis of heart rate variability in early detection of metabolic syndrome

in Computational Physiology and Medicine

José Alberto Zamora-Justo
Myriam Campos-Aguilar
María del Carmen Beas-Jara
Pedro Galván-Fernández
Alberto Ponciano-Gómez
Santiago Cristóbal Sigrist-Flores
Rafael Jiménez-Flores
Alejandro Muñoz-Diosdado

Frontiers in Physiology

doi 10.3389/fphys.2025.1597314

2,509 views
4 citations

Original Research

Published on 24 Jun 2025

GA-TongueNet: tongue image segmentation network using innovative DiFP and MDi for stable generalization ability

in Computational Physiology and Medicine

Zhiyu Dong
Le Zhao
Yajun Fan
Haihua Ma
Changle Shao
Yiran Zhang
Peng Li

Frontiers in Physiology

doi 10.3389/fphys.2025.1617647

1,426 views

Brief Research Report

Published on 23 Jun 2025

A predictive model for body water and fluid balance using 3D smartphone anthropometry

in Computational Physiology and Medicine

Austin J. Graybeal
Abby T. Compton
Sydney H. Swafford
Caleb F. Brandner
Molly F. Johnson
Maria G. Kaylor
Hunter Haynes
Jon Stavres

Frontiers in Physiology

doi 10.3389/fphys.2025.1577049

1,929 views

Original Research

Published on 20 Jun 2025

Development and validation of a machine learning-based model for perioperative stroke prediction in noncardiac, nonvascular, and nonneurosurgical patients

in Computational Physiology and Medicine

Xuhui Cong
Xuli Zou
Ruilou Zhu
Yubao Li
Lu Liu
Jiaqiang Zhang

Frontiers in Physiology

doi 10.3389/fphys.2025.1624898

1,630 views

Original Research

Published on 18 Jun 2025

Oscillometric blood pressure measurement: modeling and analysis of the area oscillogram and height oscillogram

in Computational Physiology and Medicine

Vishaal Dhamotharan
Hao-Min Cheng
Shih-Hsien Sung
Chen-Huan Chen
Cederick Landry
Mark Freithaler
Aman Mahajan
Sanjeev G. Shroff
Jin-Oh Hahn
Ramakrishna Mukkamala

Frontiers in Physiology

doi 10.3389/fphys.2025.1611096

2,772 views
1 citation

Original Research

Published on 11 Jun 2025

Weakly supervised multiple-instance active learning for tooth-marked tongue recognition

in Computational Physiology and Medicine

Feilin Deng
Shangxuan Li
Zizhu Yang
Wu Zhou

Frontiers in Physiology

doi 10.3389/fphys.2025.1598850

2,101 views

Methods

Published on 05 Jun 2025

H-DSAE: a hybrid technique to recognize heart disease

in Computational Physiology and Medicine

K. Uma Maheswari
A. Valarmathi

Frontiers in Physiology

doi 10.3389/fphys.2025.1563199

1,216 views

Original Research

Published on 05 Jun 2025

Heart sound classification based on convolutional neural network with convolutional block attention module

in Computational Physiology and Medicine

Ximing Huai
Lei Jiang
Chao Wang
Peng Chen
Hanchi Li

Frontiers in Physiology

doi 10.3389/fphys.2025.1596150

2,313 views
2 citations

1,168 articles

articles

Efficacy of artificial intelligence-based FFR technology for coronary CTA stenosis detection in clinical management of coronary artery disease: a systematic review

Development and validation of an interpretable risk prediction model for perioperative ischemic stroke in noncardiac, nonvascular, and nonneurosurgical patients: a retrospective study

Fusing wrist pulse and ECG data for enhanced identification of coronary heart disease and its complications

Development and validation of a risk prediction model for perioperative acute kidney injury in non-cardiac and non-urological surgery patients: a retrospective cohort study

Prediction of obesity levels based on physical activity and eating habits with a machine learning model integrated with explainable artificial intelligence

DualPlaqueNet with dual-branch structure and attention mechanism for carotid plaque semantic segmentation and size prediction

Mass medicine vs. personalized medicine: from mathematical methods to regulatory implications

Development and clinical application of an automated machine learning-based delirium risk prediction model for emergency polytrauma patients

A YOLOv11-based AI system for keypoint detection of auricular acupuncture points in traditional Chinese medicine

AI-powered diagnosis of ovarian conditions: insights from a newly introduced ultrasound dataset

DASD- diagnosing autism spectrum disorder based on stereotypical hand-flapping movements using multi-stream neural networks and attention mechanisms

Hemodynamic modeling of aortic arch aneurysm treatment using the Castor™ branched stent graft: a virtual coil embolization simulation framework

A model to simulate human cardio-respiratory responses to different fluid resuscitation treatments after hemorrhagic injury

Machine learning prediction and interpretability analysis of high-risk chest pain: a study from the MIMIC-IV database

Advancing cardiac diagnostics: high-accuracy arrhythmia classification with the EGOLF-net model

Optimization of secondary flow path clearance in centrifugal blood pump: a combined numerical and experimental study

Utility of nonlinear analysis of heart rate variability in early detection of metabolic syndrome

GA-TongueNet: tongue image segmentation network using innovative DiFP and MDi for stable generalization ability

A predictive model for body water and fluid balance using 3D smartphone anthropometry

Development and validation of a machine learning-based model for perioperative stroke prediction in noncardiac, nonvascular, and nonneurosurgical patients

Oscillometric blood pressure measurement: modeling and analysis of the area oscillogram and height oscillogram

Weakly supervised multiple-instance active learning for tooth-marked tongue recognition

H-DSAE: a hybrid technique to recognize heart disease

Heart sound classification based on convolutional neural network with convolutional block attention module