Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 29 Oct 2025

Interpretable machine learning models to predict survival in esophageal cancer: a study based on the SEER database and external validation in China

in Computational Physiology and Medicine

Abudouresuli Tuersun
Saimaitikari Abudoubari
Abudoushalamu Abudouwake
Huerxidan Tuerdi
Abulizi Maimaitiyiming
Pahatijiang Nijiati
Ya Qiu
Jianquan Wang

Frontiers in Physiology

doi 10.3389/fphys.2025.1665383

2,251 views

Original Research

Published on 29 Oct 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

1,496 views

Original Research

Published on 29 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

802 views

Original Research

Published on 24 Oct 2025

Multi-class: spectral-spatial temporal pyramid network and multi-class classifier-based cardiovascular disease classification

in Computational Physiology and Medicine

S. K. Reehana
S. P. Siddique Ibrahim

Frontiers in Physiology

doi 10.3389/fphys.2025.1650134

1,601 views

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

809 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

1,363 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

1,525 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

1,509 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

2,355 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

686 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

1,835 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

2,108 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

1,840 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

1,588 views

Original Research

Published on 17 Sep 2025

Fusion-driven multimodal learning for biomedical time series in surgical care

in Computational Physiology and Medicine

Jinshan Che
Mingming Sun
Yuhong Wang
Zhendan Xu

Frontiers in Physiology

doi 10.3389/fphys.2025.1605406

2,348 views

Original Research

Published on 09 Sep 2025

Integrated bioinformatic analysis reveals the underlying mitochondria-associated endoplasmic reticulum membranes-related biomarkers for atrial fibrillation

in Computational Physiology and Medicine

Youcheng Wang
Mengyang Song
Huanting Liu
Sini Fang
Yumeng Lei
Jiulin Liu
Jiayuan Zhang
Ke Zhang
Ying Mao
Liqiu Yan

Frontiers in Physiology

doi 10.3389/fphys.2025.1647275

2,794 views

Editorial

Published on 05 Sep 2025

Editorial: Advances in artificial intelligence-enhanced electrocardiography: a pathway towards improved diagnosis and patient care

in Computational Physiology and Medicine

Vijay S. Chauhan
Rémi Dubois
Domenico L. Gatti
Jichao Zhao

Frontiers in Physiology

doi 10.3389/fphys.2025.1687592

2,075 views

Original Research

Published on 29 Aug 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
Jia Ye
Xin Xu

Frontiers in Physiology

doi 10.3389/fphys.2025.1565548

2,062 views
1 citation

Original Research

Published on 29 Aug 2025

MDWC-Net: a multi-scale dynamic-weighting context network for precise spinal X-ray segmentation

in Computational Physiology and Medicine

Zhongzheng Gu
Xuan Wang
Baojun Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1651296

1,308 views

Original Research

Published on 26 Aug 2025

Structure-guided deep learning for back acupoint localization via bone-measuring constraints

in Computational Physiology and Medicine

Yulong Wang
Tian Lan
Wenjian Dou
Zhi Chen
Song Zhang
Gong Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1662104

1,997 views

Original Research

Published on 25 Aug 2025

Machine learning-based prediction of adverse pregnancy outcomes in antiphospholipid syndrome using pregnancy antibody levels

in Computational Physiology and Medicine

Wanqing Liu
Ju Huang
Jun Xiao
Shanling Yan

Frontiers in Physiology

doi 10.3389/fphys.2025.1617796

2,299 views
1 citation

Original Research

Published on 22 Aug 2025

Electrical impedance tomography-based temporal signals correlate with quantitative computed tomography-based spatial variables in asthma subjects: a pilot study

in Computational Physiology and Medicine

Jinyoung Jeong
Yuna Kim
Seung Eun Lee
Hye Ju Yeo
Sungchul Huh
Sanghun Choi

Frontiers in Physiology

doi 10.3389/fphys.2025.1660948

1,763 views

Original Research

Published on 18 Aug 2025

Echo-ODE: A dynamics modeling network with neural ODE for temporally consistent segmentation of video echocardiograms

in Computational Physiology and Medicine

Wenliang Lu
Yuan Wang
Wenli Dai
Yingnan Wu
Hao Xu
Dexing Kong

Frontiers in Physiology

doi 10.3389/fphys.2025.1629121

1,705 views

Original Research

Published on 15 Aug 2025

Impact of multi-limb oscillometric cuff measurements on hemodynamics: insights from pulse wave propagation modeling

in Computational Physiology and Medicine

Kamil Wolos
Leszek Pstras
Malgorzata Debowska
Jan Poleszczuk

Frontiers in Physiology

doi 10.3389/fphys.2025.1642645

1,099 views
1 citation

1,168 articles

articles

Interpretable machine learning models to predict survival in esophageal cancer: a study based on the SEER database and external validation in China

LESS-Net: a lightweight network for epistaxis image segmentation using similarity-based contrastive learning

Salp swarm-optimized machine learning models for predicting preoperative aortic rupture risk in acute type a aortic dissection patients

Multi-class: spectral-spatial temporal pyramid network and multi-class classifier-based cardiovascular disease classification

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

Reconstruction of central aortic pressure based on TCN-attention model

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

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

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

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

Multifidelity deep learning modeling of spatiotemporal lung mechanics

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

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

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

Fusion-driven multimodal learning for biomedical time series in surgical care

Integrated bioinformatic analysis reveals the underlying mitochondria-associated endoplasmic reticulum membranes-related biomarkers for atrial fibrillation

Editorial: Advances in artificial intelligence-enhanced electrocardiography: a pathway towards improved diagnosis and patient care

Predictive effect of postoperative recovery in general anesthesia patients using interpretable models based on swarm intelligence machine learning

MDWC-Net: a multi-scale dynamic-weighting context network for precise spinal X-ray segmentation

Structure-guided deep learning for back acupoint localization via bone-measuring constraints

Machine learning-based prediction of adverse pregnancy outcomes in antiphospholipid syndrome using pregnancy antibody levels

Electrical impedance tomography-based temporal signals correlate with quantitative computed tomography-based spatial variables in asthma subjects: a pilot study

Echo-ODE: A dynamics modeling network with neural ODE for temporally consistent segmentation of video echocardiograms

Impact of multi-limb oscillometric cuff measurements on hemodynamics: insights from pulse wave propagation modeling