Frontiers in Physiology | Computational Physiology and Medicine

Original Research

Published on 22 Feb 2024

A novel deep-learning based weighted feature fusion architecture for precise classification of pressure injury

in Computational Physiology and Medicine

Dongfang Wang
Lirui Guo
Juan Zhong
Huodan Yu
Yadi Tang
Li Peng
Qiuni Cai
Yangzhi Qi
Dong Zhang
Puxuan Lin

Frontiers in Physiology

doi 10.3389/fphys.2024.1304829

2,537 views
2 citations

Original Research

Published on 22 Feb 2024

Endothelial cells signaling and patterning under hypoxia: a mechanistic integrative computational model including the Notch-Dll4 pathway

in Computational Physiology and Medicine

Rebeca Hannah de Melo Oliveira
Brian H. Annex
Aleksander S. Popel

Frontiers in Physiology

doi 10.3389/fphys.2024.1351753

2,692 views
4 citations

Original Research

Published on 21 Feb 2024

Neural network-based estimation of biomechanical vocal fold parameters

in Computational Physiology and Medicine

Jonas Donhauser
Bogac Tur
Michael Döllinger

Frontiers in Physiology

doi 10.3389/fphys.2024.1282574

1,386 views
1 citation

Original Research

Published on 21 Feb 2024

Deep learning based assessment of hemodynamics in the coarctation of the aorta: comparison of bidirectional recurrent and convolutional neural networks

in Computational Physiology and Medicine

Jakob Versnjak
Pavlo Yevtushenko
Titus Kuehne
Jan Bruening
Leonid Goubergrits

Frontiers in Physiology

doi 10.3389/fphys.2024.1288339

2,144 views
3 citations

Original Research

Published on 15 Feb 2024

An artificial intelligence-based bone age assessment model for Han and Tibetan children

in Computational Physiology and Medicine

Qixing Liu
Huogen Wang
Cidan Wangjiu
Tudan Awang
Meijie Yang
Puqiong Qiongda
Xiao Yang
Hui Pan
Fengdan Wang

Frontiers in Physiology

doi 10.3389/fphys.2024.1329145

1,752 views
1 citation

Original Research

Published on 15 Feb 2024

Assessment of intracranial aneurysm rupture risk using a point cloud-based deep learning model

in Computational Physiology and Medicine

Heshan Cao
Hui Zeng
Lei Lv
Qi Wang
Hua Ouyang
Long Gui
Ping Hua
Songran Yang

Frontiers in Physiology

doi 10.3389/fphys.2024.1293380

2,131 views
4 citations

Original Research

Published on 09 Feb 2024

Blood pressure fragmentation as a new measure of blood pressure variability: association with predictors of cardiac surgery outcomes

in Computational Physiology and Medicine

Madalena D. Costa
Valluvan Rangasamy
Alkananda Behera
Priyam Mathur
Tanvi Khera
Ary L. Goldberger
Balachundhar Subramaniam

Frontiers in Physiology

doi 10.3389/fphys.2024.1277592

2,815 views
1 citation

Original Research

Published on 31 Jan 2024

Deep learning-based predictive model for pathological complete response to neoadjuvant chemotherapy in breast cancer from biopsy pathological images: a multicenter study

in Computational Physiology and Medicine

Huancheng Zeng
Siqi Qiu
Shuxin Zhuang
Xiaolong Wei
Jundong Wu
Ranze Zhang
Kai Chen
Zhiyong Wu
Zhemin Zhuang

Frontiers in Physiology

doi 10.3389/fphys.2024.1279982

2,755 views
4 citations

Original Research

Published on 25 Jan 2024

A novel dilated contextual attention module for breast cancer mitosis cell detection

in Computational Physiology and Medicine

Zhiqiang Li
Xiangkui Li
Weixuan Wu
He Lyu
Xuezhi Tang
Chenchen Zhou
Fanxin Xu
Bin Luo
Yulian Jiang
Xingwen Liu

Frontiers in Physiology

doi 10.3389/fphys.2024.1337554

2,288 views
3 citations

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

1,267 views
2 citations

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

2,507 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

5,216 views
7 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

2,884 views
5 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

2,155 views
1 citation

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

1,468 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

2,780 views
8 citations