Original Research

Published on 23 Jan 2024

Using dropout based active learning and surrogate models in the inverse viscoelastic parameter identification of human brain tissue

in Computational Physiology and Medicine

Jan Hinrichsen
Carl Ferlay
Nina Reiter
Silvia Budday

Frontiers in Physiology

doi 10.3389/fphys.2024.1321298

1,018 views

Original Research

Published on 19 Jan 2024

A hemodynamic analysis of energy loss in abdominal aortic aneurysm using three-dimension idealized model

in Computational Physiology and Medicine

Lulu Wang
Xudong Jiang
Kejia Zhang
Kai Chen
Peng Wu
Xiaoqiang Li

Frontiers in Physiology

doi 10.3389/fphys.2024.1330848

1,878 views
1 citation

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

3,778 views
3 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

2,163 views
1 citation

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

1,682 views

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

1,131 views

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

2,272 views
4 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

2,056 views

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

2,290 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

1,544 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

1,884 views

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

1,919 views
2 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

3,837 views
5 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

3,008 views
2 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

1,430 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

1,481 views
3 citations

Navigation group

Articles

Using dropout based active learning and surrogate models in the inverse viscoelastic parameter identification of human brain tissue

A hemodynamic analysis of energy loss in abdominal aortic aneurysm using three-dimension idealized model

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

Automatic epileptic seizure detection based on persistent homology