Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Accepted on 04 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

Original Research

Accepted on 03 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

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

427 views

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

558 views

Conceptual Analysis

Accepted on 30 Jun 2025

Mass Medicine vs Personalized Medicine: from Mathematical Methods to Regulatory Implications

in Computational Physiology and Medicine

Grigori Sigalov
Inderpal S Randhawa

Frontiers in Physiology

doi 10.3389/fphys.2025.1649114

118 views

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

438 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

334 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

301 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

593 views

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

346 views

Original Research

Accepted on 23 Jun 2025

A YOLOv11-Based AI System for Keypoint Detection of Auricular Acupuncture Points in Traditional

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

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

606 views

Methods

Accepted on 20 Jun 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

112 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

403 views

Original Research

Accepted on 18 Jun 2025

Predictive Effect of Postoperative Recovery in General Anesthesia Patients Using Interpretable Models Based on Swarm Intelligence Machine Learning

in Computational Physiology and Medicine

Chenqiao Hua
Yeyuan Chu
Minshu Zhou
Xin Xu

Frontiers in Physiology

doi 10.3389/fphys.2025.1565548

144 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

474 views