Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 10 Dec 2025

The critical role of inflammation in osteoporosis prediction unveiled by a machine learning framework integrating multi-source data

in Computational Physiology and Medicine

Bo Liu
Hongli Chang
Peipei Li
Hongguang Chang
Xuenan Wang
Wubing He

Frontiers in Physiology

doi 10.3389/fphys.2025.1729997

398 views

Original Research

Accepted on 03 Dec 2025

Predicting the growth of asymptomatic small abdominal aortic aneurysms (AAA) based on deep learning

in Computational Physiology and Medicine

Jiaxin Cheng
Zhiqiang Zhang
Yasong Wang
Yu Sun
Nan Wang
Xiaozeng Wang
Sihan Wang

Frontiers in Physiology

116 views

Original Research

Accepted on 29 Nov 2025

Physiological Framework For Non-Invasive Detection And Objective Nociception Activity in Communicative Patients: A Pilot Case Study

in Computational Physiology and Medicine

Ghada Ben Othman
Dana Copot
Bora Ayvaz
Robin De Keyser
Clara M. Ionescu

Frontiers in Physiology

112 views

Original Research

Published on 28 Nov 2025

A model to simulate human cardio-respiratory responses to airway obstruction

in Computational Physiology and Medicine

Xin Jin
Varghese Kurian
Kathy L. Ryan
Anders Wallqvist
Jaques Reifman
Sridevi Nagaraja

Frontiers in Physiology

doi 10.3389/fphys.2025.1699315

798 views

Original Research

Published on 26 Nov 2025

Impact of vascular density on pancreatic islet viability: a computational study

in Computational Physiology and Medicine

Gerardo J. Félix-Martínez
Lizbeth de la Cruz
Daniel Whisman
J. Rafael Godínez-Fernández

Frontiers in Physiology

doi 10.3389/fphys.2025.1707026

707 views

Technology and Code

Published on 26 Nov 2025

Snoring sound classification in patients with cerebrovascular stenosis based on an improved ConvNeXt model

in Computational Physiology and Medicine

Caijian Hua
Zhihui Liu
Liuying Li
Xia Zhou
Caorong Xiang

Frontiers in Physiology

doi 10.3389/fphys.2025.1661258

500 views

Original Research

Published on 25 Nov 2025

Deep learning approach for objective differentiation of kidney deficiency syndrome in reproductive age females: a tongue-face fusion model

in Computational Physiology and Medicine

Kaiwei Li
Zehong Qiu
Jialing Li
Feilin Deng
Kun Zou
Yihua Xu
Chen Huang
Ran Wang
Zhaoji Yu
Yuzhi Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1701545

533 views

Original Research

Accepted on 24 Nov 2025

Profile-Aided Distillation Framework for Personalized Sleep Analysis with Compact Models Using LLM-Guided Synthetic Data

in Computational Physiology and Medicine

Huimin Zheng
Xingxing Ai
Xueyan Liu
Xiaofen Xing
Xiangmin Xu

Frontiers in Physiology

526 views

Original Research

Published on 18 Nov 2025

The microbiological and metabolic traits associated with pT3 colorectal cancer metastasis to lymph nodes

in Computational Physiology and Medicine

Lei Chen
Yiwen Zhang
Yilin Wang
Dianbo Cao
Jiandong Tai
Kaiyue Gao

Frontiers in Physiology

doi 10.3389/fphys.2025.1724429

618 views

Original Research

Published on 17 Nov 2025

An EEG-based machine learning framework for diagnosing acute sleep deprivation

in Computational Physiology and Medicine

Daya Kumar
Apurva Narayan
Saptharishi Lalgudi Ganesan

Frontiers in Physiology

doi 10.3389/fphys.2025.1668129

1,380 views

Original Research

Published on 17 Nov 2025

Machine learning model for detecting masked hypertension in young adults

in Computational Physiology and Medicine

Brendyn Miller
Samuel J. Coeyman
Annemarie Wentzel
Carina M. C. Mels
William J. Richardson

Frontiers in Physiology

doi 10.3389/fphys.2025.1684693

884 views

Original Research

Accepted on 13 Nov 2025

Lobe-wise Cognitive Load Detection using Empirical Fourier Decomposition and Optimized Machine learning

in Computational Physiology and Medicine

Kunamneni Chervitha
LAKHAN DEV SHARMA

Frontiers in Physiology

100 views

Original Research

Published on 13 Nov 2025

The establishment and biomechanical analysis of finite element model for halo-pelvic traction in scoliosis correction

in Computational Physiology and Medicine

Wanzhong Yang
Wei Guo
Jie Yang
Honglai Zhang
Zemin Wang
Shiyong Wang
Jianqun Zhang
Xiaoyin Liu
Rong Ma
Zhaohui Ge

Frontiers in Physiology

doi 10.3389/fphys.2025.1670376

668 views

Original Research

Published on 13 Nov 2025

A model to simulate human cardio-respiratory responses to ketamine analgesia

in Computational Physiology and Medicine

Varghese Kurian
Xin Jin
Anders Wallqvist
Jaques Reifman
Sridevi Nagaraja

Frontiers in Physiology

doi 10.3389/fphys.2025.1654768

645 views

Original Research

Published on 13 Nov 2025

Clinically guided adaptive contrast adjustment for fetal plane classification: a modular plug-and-play solution

in Computational Physiology and Medicine

Yang Chen
Sanglin Zhao
Baoyu Chen
Måns Gustaf

Frontiers in Physiology

doi 10.3389/fphys.2025.1689936

623 views

Original Research

Accepted on 06 Nov 2025

Mechanically-Foldable Axial Flow Blood Pump: Response-Surface-Based Structural Optimization and Hemolytic Performance Evaluation

in Computational Physiology and Medicine

Tairan Ji
Teng Jing
Jianan Cheng

Frontiers in Physiology

156 views