Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 18 Jan 2024

High-accuracy prediction of colorectal cancer chemotherapy efficacy using machine learning applied to gene expression data

in Computational Physiology and Medicine

Soukaina Amniouel
Mohsin Saleet Jafri

Frontiers in Physiology

doi 10.3389/fphys.2023.1272206

8,164 views
12 citations

Original Research

Published on 16 Jan 2024

Melanoma skin cancer detection using mask-RCNN with modified GRU model

in Computational Physiology and Medicine

K. M. Monica
J. Shreeharsha
Przemysław Falkowski-Gilski
Bozena Falkowska-Gilska
Mohan Awasthy
Rekha Phadke

Frontiers in Physiology

doi 10.3389/fphys.2023.1324042

4,614 views
15 citations

Original Research

Published on 12 Jan 2024

Application of an end-to-end model with self-attention mechanism in cardiac disease prediction

in Computational Physiology and Medicine

Li Li
Xi Chen
Sanjun Hu

Frontiers in Physiology

doi 10.3389/fphys.2023.1308774

3,717 views
7 citations

Original Research

Published on 08 Jan 2024

Noninvasive characterization of peripheral sympathetic activation across sensory stimuli using a peripheral arterial stiffness index

in Computational Physiology and Medicine

Ziqiang Xu
Reiji Anai
Harutoyo Hirano
Zu Soh
Toshio Tsuji

Frontiers in Physiology

doi 10.3389/fphys.2023.1294239

2,445 views
1 citation

Original Research

Published on 05 Jan 2024

Deep transfer learning for automated single-lead EEG sleep staging with channel and population mismatches

in Computational Physiology and Medicine

Jaap F. Van Der Aar
Daan A. Van Den Ende
Pedro Fonseca
Fokke B. Van Meulen
Sebastiaan Overeem
Merel M. Van Gilst
Elisabetta Peri

Frontiers in Physiology

doi 10.3389/fphys.2023.1287342

4,549 views
14 citations

Original Research

Published on 05 Jan 2024

Detecting anteriorly displaced temporomandibular joint discs using super-resolution magnetic resonance imaging: a multi-center study

in Computational Physiology and Medicine

Yang Li
Wen Li
Li Wang
Xinrui Wang
Shiyu Gao
Yunyang Liao
Yihan Ji
Lisong Lin
Yiming Liu
Jiang Chen

Frontiers in Physiology

doi 10.3389/fphys.2023.1272814

3,779 views
1 citation

Original Research

Published on 04 Jan 2024

Automated anatomical labeling of the intracranial arteries via deep learning in computed tomography angiography

in Computational Physiology and Medicine

Ting Chen
Wei You
Liyuan Zhang
Wanxing Ye
Junqiang Feng
Jing Lu
Jian Lv
Yudi Tang
Dachao Wei
Siming Gui

Frontiers in Physiology

doi 10.3389/fphys.2023.1310357

4,444 views

Original Research

Published on 04 Jan 2024

Representative QRS loop of the VCG record evaluation

in Computational Physiology and Medicine

Jan Kijonka
Petr Vavra
Marek Penhaker
Jan Kubicek

Frontiers in Physiology

doi 10.3389/fphys.2023.1260074

2,906 views

Original Research

Published on 03 Jan 2024

The frequency of atrial fibrillatory waves is modulated by the spatiotemporal pattern of acetylcholine release: a 3D computational study

in Computational Physiology and Medicine

Chiara Celotto
Carlos Sánchez
Mostafa Abdollahpur
Frida Sandberg
Jose F. Rodriguez Mstas
Pablo Laguna
Esther Pueyo

Frontiers in Physiology

doi 10.3389/fphys.2023.1189464

3,331 views
1 citation

Original Research

Published on 22 Dec 2023

Predictive modeling of perioperative blood transfusion in lumbar posterior interbody fusion using machine learning

in Computational Physiology and Medicine

Fang-Fang Lang
Li-Ying Liu
Shao-Wei Wang

Frontiers in Physiology

doi 10.3389/fphys.2023.1306453

3,528 views
11 citations

Original Research

Published on 22 Dec 2023

Evaluating RGB channels in remote photoplethysmography: a comparative study with contact-based PPG

in Computational Physiology and Medicine

Rodrigo Castellano Ontiveros
Mohamed Elgendi
Giuseppe Missale
Carlo Menon

Frontiers in Physiology

doi 10.3389/fphys.2023.1296277

8,281 views
11 citations

Original Research

Published on 18 Dec 2023

A novel approach for sports injury risk prediction: based on time-series image encoding and deep learning

in Computational Physiology and Medicine

Xiaohong Ye
Yuanqi Huang
Zhanshuang Bai
Yukun Wang

Frontiers in Physiology

doi 10.3389/fphys.2023.1174525

9,243 views
19 citations

Original Research

Published on 15 Dec 2023

A matched-pair case control study identifying hemodynamic predictors of cerebral aneurysm growth using computational fluid dynamics

in Computational Physiology and Medicine

Allyson J. Weiss
Aaron O. Panduro
Erica L. Schwarz
Zachary A. Sexton
Ingrid S. Lan
Thomas. R. Geisbush
Alison L. Marsden
Nicholas A. Telischak

Frontiers in Physiology

doi 10.3389/fphys.2023.1300754

3,175 views
6 citations

Editorial

Published on 12 Dec 2023

Editorial: AI empowered cerebro-cardiovascular health engineering

in Computational Physiology and Medicine

Lisheng Xu
Zengzhi Guo
Dingchang Zheng
Jianbao Zhang
Fei Chen
Rong Liu
Chunsheng Li
Wenjun Tan

Frontiers in Physiology

doi 10.3389/fphys.2023.1335573

2,590 views

Original Research

Published on 12 Dec 2023

Automatic epileptic seizure detection based on persistent homology

in Computational Physiology and Medicine

Ziyu Wang
Feifei Liu
Shuhua Shi
Shengxiang Xia
Fulai Peng
Lin Wang
Sen Ai
Zheng Xu

Frontiers in Physiology

doi 10.3389/fphys.2023.1227952

3,108 views
13 citations

Original Research

Published on 11 Dec 2023

PE-Net: a parallel framework for 3D inferior mesenteric artery segmentation

in Computational Physiology and Medicine

Kun Zhang
Peixia Xu
Meirong Wang
Pengcheng Lin
Danny Crookes
Bosheng He
Liang Hua

Frontiers in Physiology

doi 10.3389/fphys.2023.1308987

2,474 views
2 citations

Original Research

Published on 06 Dec 2023

Transformer encoder with multiscale deep learning for pain classification using physiological signals

in Computational Physiology and Medicine

Zhenyuan Lu
Burcu Ozek
Sagar Kamarthi

Frontiers in Physiology

doi 10.3389/fphys.2023.1294577

7,210 views
42 citations

Original Research

Published on 04 Dec 2023

An enhanced respiratory mechanics model based on double-exponential and fractional calculus

in Computational Physiology and Medicine

Zongwei Li
Yanbin Pei
Yuqi Wang
Qing Tian

Frontiers in Physiology

doi 10.3389/fphys.2023.1273645

3,158 views

Original Research

Published on 30 Nov 2023

Resistance valves in circulatory loops have a significant impact on in vitro evaluation of blood damage caused by blood pumps: a computational study

in Computational Physiology and Medicine

Peng Wu
Yuqiao Bai
Guanting Du
Liudi Zhang
Xiangyu Zhao

Frontiers in Physiology

doi 10.3389/fphys.2023.1287207

3,223 views
5 citations

Original Research

Published on 23 Nov 2023

Assistive diagnostic technology for congenital heart disease based on fusion features and deep learning

in Computational Physiology and Medicine

Yuanlin Wang
Xuankai Yang
Xiaozhao Qian
Weilian Wang
Tao Guo

Frontiers in Physiology

doi 10.3389/fphys.2023.1310434

2,319 views
3 citations

Original Research

Published on 21 Nov 2023

Global tendencies and frontier topics in hemodynamics research of intracranial aneurysms: a bibliometric analysis from 1999 to 2022

in Computational Physiology and Medicine

Bo Chen
Siting Huang
Liyang Zhang
Liting Yang
Yuanyuan Liu
Chuntao Li

Frontiers in Physiology

doi 10.3389/fphys.2023.1157787

2,830 views
2 citations

Original Research

Published on 14 Nov 2023

Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection

in Computational Physiology and Medicine

Dejan Pilcevic
Milica Djuric Jovicic
Milos Antonijevic
Nebojsa Bacanin
Luka Jovanovic
Miodrag Zivkovic
Miroslav Dragovic
Petar Bisevac

Frontiers in Physiology

doi 10.3389/fphys.2023.1267011

3,469 views
23 citations

Original Research

Published on 13 Nov 2023

ERGPNet: lesion segmentation network for COVID-19 chest X-ray images based on embedded residual convolution and global perception

in Computational Physiology and Medicine

Gongtao Yue
Chen Yang
Zhengyang Zhao
Ziheng An
Yongsheng Yang

Frontiers in Physiology

doi 10.3389/fphys.2023.1296185

2,032 views
3 citations

Editorial

Published on 13 Nov 2023

Editorial: Recent advances in the design and preclinical evaluation of ventricular assist devices

in Computational Physiology and Medicine

Peng Wu
Zhongjun J. Wu
Haibo Chen
Zengsheng Chen
Xiwen Zhang
Ming Yang

Frontiers in Physiology

doi 10.3389/fphys.2023.1322077

1,925 views
1 citation

1,170 articles

articles

High-accuracy prediction of colorectal cancer chemotherapy efficacy using machine learning applied to gene expression data

Melanoma skin cancer detection using mask-RCNN with modified GRU model

Application of an end-to-end model with self-attention mechanism in cardiac disease prediction

Noninvasive characterization of peripheral sympathetic activation across sensory stimuli using a peripheral arterial stiffness index

Deep transfer learning for automated single-lead EEG sleep staging with channel and population mismatches

Detecting anteriorly displaced temporomandibular joint discs using super-resolution magnetic resonance imaging: a multi-center study

Automated anatomical labeling of the intracranial arteries via deep learning in computed tomography angiography

Representative QRS loop of the VCG record evaluation

The frequency of atrial fibrillatory waves is modulated by the spatiotemporal pattern of acetylcholine release: a 3D computational study

Predictive modeling of perioperative blood transfusion in lumbar posterior interbody fusion using machine learning

Evaluating RGB channels in remote photoplethysmography: a comparative study with contact-based PPG

A novel approach for sports injury risk prediction: based on time-series image encoding and deep learning

A matched-pair case control study identifying hemodynamic predictors of cerebral aneurysm growth using computational fluid dynamics

Editorial: AI empowered cerebro-cardiovascular health engineering

Automatic epileptic seizure detection based on persistent homology

PE-Net: a parallel framework for 3D inferior mesenteric artery segmentation

Transformer encoder with multiscale deep learning for pain classification using physiological signals

An enhanced respiratory mechanics model based on double-exponential and fractional calculus

Resistance valves in circulatory loops have a significant impact on in vitro evaluation of blood damage caused by blood pumps: a computational study

Assistive diagnostic technology for congenital heart disease based on fusion features and deep learning

Global tendencies and frontier topics in hemodynamics research of intracranial aneurysms: a bibliometric analysis from 1999 to 2022

Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection

ERGPNet: lesion segmentation network for COVID-19 chest X-ray images based on embedded residual convolution and global perception

Editorial: Recent advances in the design and preclinical evaluation of ventricular assist devices