Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 01 Apr 2025

A multi-modal deep learning approach for stress detection using physiological signals: integrating time and frequency domain features

in Computational Physiology and Medicine

Jun-Zhi Xiang
Qin-Yong Wang
Zhi-Bin Fang
James A. Esquivel
Zhi-Xian Su

Frontiers in Physiology

doi 10.3389/fphys.2025.1584299

160 views

Review

Accepted on 31 Mar 2025

A review of Lightweight Convolutional Neural Networks for Ultrasound Signal Classification

in Computational Physiology and Medicine

Bokun Zhang
Zhengping Li
Yuwen Hao
Lijun Wang
Xiaoxue Li
Yuan Yao

Frontiers in Physiology

doi 10.3389/fphys.2025.1536542

Opinion

Accepted on 31 Mar 2025

The Prophet's Rite of Passage -Pitfalls in Evaluating Real-Time Prediction in Medicine

in Computational Physiology and Medicine

Noam Keidar
Yael Yaniv

Frontiers in Physiology

doi 10.3389/fphys.2025.1569008

Original Research

Accepted on 28 Mar 2025

Federated Learning-Based Multimodal Approach for Early Detection and Personalized Care in Cardiac Disease

in Computational Physiology and Medicine

Sultan Alasmari
Rayed AlGhamdi
Ghanshyam Tejani
Sunil Kumar
Seyed Jalaleddin Mousavirad

Frontiers in Physiology

doi 10.3389/fphys.2025.1563185

Original Research

Published on 26 Mar 2025

Interpretive machine learning predicts short-term mortality risk in elderly sepsis patients

in Computational Physiology and Medicine

Xing-Yu Zhu
Zhi-Meng Jiang
Xiao‐ Li
Zi-Wen Lv
Jian-Wei Tian
Fei-Fei Su

Frontiers in Physiology

doi 10.3389/fphys.2025.1549138

236 views

Original Research

Published on 26 Mar 2025

Design of a hybrid AI network circuit for epilepsy detection with 97.5% accuracy and low cost-latency

in Computational Physiology and Medicine

Liufang Sheng
Xuanxu Chen
Yuejun Zhang
Ke Yan
Junping Chen
Zhikang Chen
Hanyu Shi
Yi Gong

Frontiers in Physiology

doi 10.3389/fphys.2025.1514883

233 views

Original Research

Published on 25 Mar 2025

Shape of the mitral annulus in normal individuals and dilated cardiomyopathies: computational modeling insights into leaflet stress distribution

in Computational Physiology and Medicine

Salvatore Pasta
Eluisa La Franca
Fabrizio Crascì
Giovanni Gentile
Manlio Cipriani
Francesco Fulvio Faletra

Frontiers in Physiology

doi 10.3389/fphys.2025.1532972

261 views

Original Research

Published on 24 Mar 2025

Cross-sectional study on smoking types and stroke risk: development of a predictive model for identifying stroke risk

in Computational Physiology and Medicine

Chao Ding
Minjia Yuan
Jiwei Cheng
Junkai Wen

Frontiers in Physiology

doi 10.3389/fphys.2025.1528910

290 views

Original Research

Accepted on 20 Mar 2025

Exploring the in silico adaptation of the Nephroblastoma Oncosimulator to MRI scans, treatment data and histological profiles of patients from different risk groups

in Computational Physiology and Medicine

Marcel Meyerheim
Foteini Panagiotidou
Eleni Georgiadi
Dimitrios Soudris
Georgios S. Stamatakos
Norbert Graf

Frontiers in Physiology

doi 10.3389/fphys.2025.1465631

Original Research

Published on 18 Mar 2025

A novel kinetic model estimating the urea concentration in plasma during non-invasive sweat-based monitoring in hemodialysis

in Computational Physiology and Medicine

Xiaoyu Yin
Sophie Adelaars
Elisabetta Peri
Eduard Pelssers
Jaap Den Toonder
Arthur Bouwman
Daan Van de Kerkhof
Massimo Mischi

Frontiers in Physiology

doi 10.3389/fphys.2025.1547117

278 views

Original Research

Published on 18 Mar 2025

Cnidaria herd optimized fuzzy C-means clustering enabled deep learning model for lung nodule detection

in Computational Physiology and Medicine

R. Hari Prasada Rao
Agam Das Goswami

Frontiers in Physiology

doi 10.3389/fphys.2025.1511716

254 views

Review

Published on 13 Mar 2025

Artificial intelligence optimizes the standardized diagnosis and treatment of chronic sinusitis

in Computational Physiology and Medicine

Yang-Yang Liu
Shao-Peng Jiang
Ying-Bin Wang

Frontiers in Physiology

doi 10.3389/fphys.2025.1522090

260 views

Original Research

Published on 12 Mar 2025

Multimodal diagnosis of Alzheimer’s disease based on resting-state electroencephalography and structural magnetic resonance imaging

in Computational Physiology and Medicine

Junxiu Liu
Shangxiao Wu
Qiang Fu
Xiwen Luo
Yuling Luo
Sheng Qin
Yiting Huang
Zhaohui Chen

Frontiers in Physiology

doi 10.3389/fphys.2025.1515881

620 views

Original Research

Published on 12 Mar 2025

A multi-modal deep learning solution for precise pneumonia diagnosis: the PneumoFusion-Net model

in Computational Physiology and Medicine

Yujie Wang
Can Liu
Yinghan Fan
Chenyue Niu
Wanyun Huang
Yixuan Pan
Jingze Li
Yilin Wang
Jun Li

Frontiers in Physiology

doi 10.3389/fphys.2025.1512835

532 views

Original Research

Published on 07 Mar 2025

Multimodal deep learning with MUF-net for noninvasive WHO/ISUP grading of renal cell carcinoma using CEUS and B-mode ultrasound

in Computational Physiology and Medicine

Yixin Zhu
Ji Wu
Qiongxian Long
Yan Li
Hao Luo
Lu Pang
Lin Zhu
Hui Luo

Frontiers in Physiology

doi 10.3389/fphys.2025.1558997

475 views

Original Research

Accepted on 04 Mar 2025

Hemidiaphragm work in large pleural effusion and its insignificant impact on blood gases: a new insight based on in silico study

in Computational Physiology and Medicine

Tomasz Gólczewski
Anna Małgorzata Stecka
Elżbieta Magdalena Grabczak
Marcin Michnikowski
Monika Zielińska-Krawczyk
Rafał Krenke

Frontiers in Physiology

doi 10.3389/fphys.2025.1539781