Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 16 Oct 2025

ClinVLA: an image-text retrieval method for promoting hospital diagnosis data analysis and patient health prediction

in Computational Physiology and Medicine

Xiao Hao
Jiaxiang Liu
Yang Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1661960

244 views

Original Research

Published on 16 Oct 2025

Reconstruction of central aortic pressure based on TCN-attention model

in Computational Physiology and Medicine

Wenyan Liu
Yajie Cao
Yali Fu
Shuo Du
Chuanchao Wu
Ye Tian
Liyuan Zhang
Yi Liu
Lisheng Xu
Zhiguo Gui

Frontiers in Physiology

doi 10.3389/fphys.2025.1693431

791 views

Original Research

Accepted on 14 Oct 2025

HHBSNet: A Global Channel–Spatial Attention and Multi‐Scale Dilated Convolution Network for Automatic Melasma Segmentation

in Computational Physiology and Medicine

Shange Wang
Lin Xu
Linshuai Zhang
Yujie Zhang
Chen Li
Marcin Grzegorzek
Jing Guo
Tao Jiang

Frontiers in Physiology

doi 10.3389/fphys.2025.1665138

122 views

Original Research

Accepted on 10 Oct 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

739 views

Original Research

Accepted on 09 Oct 2025

Salp Swarm-Optimized Machine Learning Models for Predicting Preoperative Aortic Rupture Risk in Acute Type A Aortic Dissection Patients

in Computational Physiology and Medicine

Haiyue Bao
Lijun Sun
Guanqing Cui
Shihao Cai
Weiliang Zheng
Hua Peng
Chenhui Yang

Frontiers in Physiology

doi 10.3389/fphys.2025.1675853

120 views

Original Research

Accepted on 08 Oct 2025

Heart disease prediction using hybrid TabNet architecture with stacked ensemble learning

in Computational Physiology and Medicine

Rizwana Yasmeen
Lal Khan
Ahyoung Choi

Frontiers in Physiology

doi 10.3389/fphys.2025.1665128

132 views

Original Research

Published on 02 Oct 2025

Risk prediction for gastrointestinal bleeding in pediatric Henoch-Schönlein purpura using an interpretable transformer model

in Computational Physiology and Medicine

Gahao Chen
Ziwei Yang

Frontiers in Physiology

doi 10.3389/fphys.2025.1630807

640 views

Original Research

Published on 29 Sep 2025

Machine learning-based radiomics approach assessing preoperative non-contrast CT for microsatellite instability prediction in colon cancer

in Computational Physiology and Medicine

Dongming Ren
Yingjuan Wang
Luda Chen
Jianfeng He
Tao Shen

Frontiers in Physiology

doi 10.3389/fphys.2025.1672636

982 views

Original Research

Published on 29 Sep 2025

AI-augmented prenatal care: a dual-modal fetal health assessment system integrating cardiotocography and uterine contraction synergy

in Computational Physiology and Medicine

Tianxin Qiu
Xinghe Zhou
Jun Zhou
Chunxia Lin
Shiling Jiang
Hui Cheng
Xinhao Wang
Qingshan You

Frontiers in Physiology

doi 10.3389/fphys.2025.1638788

1,483 views

Original Research

Accepted on 25 Sep 2025

Multi-class: Spectral-Spatial Temporal Pyramid Network and Multi-class Classifier based Cardiovascular Disease Classification

in Computational Physiology and Medicine

reehana sk
Siddique Ibrahim S P

Frontiers in Physiology

doi 10.3389/fphys.2025.1650134

688 views

Original Research

Accepted on 24 Sep 2025

A NOVEL DEEP LEARNING APPROACH TO DETECT DIABETES MELLITUS USING HEART RATE REEHANA SK1 SIDDIQUE IBRAHIM S P2 1,2School of Computer Science and Engineering, VIT AP-University, Amaravati, Andhra Pradesh, India Correspondence author: email: siddique.ibrahim@vitap.ac.in

in Computational Physiology and Medicine

Reehana Shaik
Siddique Ibrahim S P

Frontiers in Physiology

doi 10.3389/fphys.2025.1649204

586 views

Original Research

Published on 24 Sep 2025

Multifidelity deep learning modeling of spatiotemporal lung mechanics

in Computational Physiology and Medicine

José Barahona Yáñez
Daniel E. Hurtado

Frontiers in Physiology

doi 10.3389/fphys.2025.1661418

1,015 views

Original Research

Published on 24 Sep 2025

Leveraging artificial intelligence for early detection and prediction of acute kidney injury in clinical practice

in Computational Physiology and Medicine

Bo Liang
Congsha Ma
Ming Lei

Frontiers in Physiology

doi 10.3389/fphys.2025.1612900

1,246 views

Original Research

Published on 24 Sep 2025

Facial video photoplethysmography for measuring average and quasi-instantaneous heart rate: a pilot validation study

in Computational Physiology and Medicine

Leszek Pstras
Tymoteusz Okupnik
Beata Ponikowska
Bartlomiej Paleczny

Frontiers in Physiology

doi 10.3389/fphys.2025.1638809

1,066 views

Original Research

Accepted on 19 Sep 2025

LESS-Net: A Lightweight Network for Epistaxis Image Segmentation Using Similarity-Based Contrastive Learning

in Computational Physiology and Medicine

Mengzhen Lai
Junyang Chen
Yutong Huang
Xianyao Wang
Nanbo Xu
Shengxiang Zhou
Xiangsen Zhu
Yunhan Wu
Bing Yang
Guanyu Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1644589

714 views

Original Research

Published on 17 Sep 2025

MAF-net: multi-receptive attention fusion network with dual-path squeeze-and-excitation enhancement module for uterine fibroid segmentation

in Computational Physiology and Medicine

Yun Jiang
Qiquan Zeng
Hongmei Zhou
Xiaokang Ding

Frontiers in Physiology

doi 10.3389/fphys.2025.1659098

1,113 views