Computer Methods and Programs in Biomedicine, Volume 206

Volume 206, July 2021

Section III: Modelling & Simulation

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  Zhiqiang Cao, Man Yu Wong:
  Moment estimation method of parameters in additive measurement error model. 106090
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  Víctor Vives-Boix, Daniel Ruiz Fernández:
  Diabetic retinopathy detection through convolutional neural networks with synaptic metaplasticity. 106094
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  Pritika Dasgupta, James Alexander Hughes, Mark Daley, Ervin Sejdic:
  Is Human Walking a Network Medicine Problem? An Analysis Using Symbolic Regression Models with Genetic Programming. 106104
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  M. van den Boorn, V. Lagerburg, Sigrid C. J. van Steen, Rosaline Wedzinga, Rob J. Bosman, Peter H. J. van der Voort:
  The development of a glucose prediction model in critically ill patients. 106105
• 
  Dong Ah Shin, Jung Chan Lee:
  Mathematical model of modified hybrid pump mechanism for cardiopulmonary resuscitation. 106106
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  Wen Shi, Xin Gao, Lei Lv, Zhuo Pan, Jing Shao:
  A new geometric combination of cutting and bleeding modules for surgical simulation systems. 106109

Section II: Biomedical signal and image processing methods

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  Sergey P. Morozov, V. A. Gombolevsky, A. B. Elizarov, Maxim A. Gusev, V. P. Novik, S. B. Prokudaylo, A. S. Bardin, E. V. Popov, N. V. Ledikhova, Valeria Chernina, Ivan A. Blokhin, A. E. Nikolaev, Roman V. Reshetnikov, A. V. Vladzymyrskyy, Nicholas S. Kulberg:
  A simplified cluster model and a tool adapted for collaborative labeling of lung cancer CT scans. 106111

Section V: Others

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  Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier:
  Data augmentation using generative adversarial neural networks on brain structural connectivity in multiple sclerosis. 106113

Section II: Biomedical signal and image processing methods

• 
  Win Sheng Liew, Tong Boon Tang, Cheng-Hung Lin, Cheng-Kai Lu:
  Automatic colonic polyp detection using integration of modified deep residual convolutional neural network and ensemble learning approaches. 106114

Section III: Modelling & Simulation

• 
  Bruce J. Swihart, Dipankar Bandyopadhyay:
  Bridged parametric survival models: General paradigm and speed improvements. 106115

Section II: Biomedical signal and image processing methods

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  Mesut Seker, Yagmur Özbek, Görsev Yener, Mehmet Siraç Özerdem:
  Complexity of EEG Dynamics for Early Diagnosis of Alzheimer's Disease Using Permutation Entropy Neuromarker. 106116
• 
  Wei Wei, Haishan Xu, Julian Alpers, Marko Rak, Christian Hansen:
  A deep learning approach for 2D ultrasound and 3D CT/MR image registration in liver tumor ablation. 106117
• 
  Yitao Wu, Xiongwen Pang, Gansen Zhao, Huijun Yue, Wenbin Lei, Yongquan Wang:
  A novel approach to diagnose sleep apnea using enhanced frequency extraction network. 106119
• 
  Rebecca L. Krupenevich, Callum J. Funk, Jason R. Franz:
  Automated analysis of medial gastrocnemius muscle-tendon junction displacements in heathy young adults during isolated contractions and walking using deep neural networks. 106120

Section IV: Classification and interpretation

• 
  Oluwagbenga Paul Idowu, Ademola Enitan Ilesanmi, Xiangxin Li, Oluwarotimi Williams Samuel, Peng Fang, Guanglin Li:
  An integrated deep learning model for motor intention recognition of multi-class EEG Signals in upper limb amputees. 106121

Section III: Modelling & Simulation

• 
  Weijian Lin, Qingen Meng, Junyan Li, Zhenxian Chen, Zhongmin Jin:
  The effect of highly inhomogeneous biphasic properties on mechanical behaviour of articular cartilage. 106122

Section II: Biomedical signal and image processing methods

• 
  Ritesh Raj, Narendra D. Londhe, Rajendra S. Sonawane:
  Automated psoriasis lesion segmentation from unconstrained environment using residual U-Net with transfer learning. 106123
• 
  Jia Guo, Yuxuan Mu, Dong Xue, Huiqi Li, Junxian Chen, Huanxin Yan, Hailin Xu, Wei Wang:
  Automatic analysis system of calcaneus radiograph: Rotation-invariant landmark detection for calcaneal angle measurement, fracture identification and fracture region segmentation. 106124
• 
  Noriaki Sato, Eiichiro Uchino, Ryosuke Kojima, Shusuke Hiragi, Motoko Yanagita, Yasushi Okuno:
  Prediction and visualization of acute kidney injury in intensive care unit using one-dimensional convolutional neural networks based on routinely collected data. 106129
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  Candelaria Mosquera, Facundo Nahuel Diaz, Fernando Binder, Jose Martin Rabellino, Sonia Elizabeth Benítez, Alejandro Daniel Beresñak, Alberto Seehaus, Gabriel Ducrey, Jorge Alberto Ocantos, Daniel Roberto Luna:
  Chest x-ray automated triage: A semiologic approach designed for clinical implementation, exploiting different types of labels through a combination of four Deep Learning architectures. 106130

Section IV: Classification and interpretation

• 
  Mohammad R. Salmanpour, Mojtaba Shamsaei, Arman Rahmim:
  Feature selection and machine learning methods for optimal identification and prediction of subtypes in Parkinson's disease. 106131
• 
  Saeed Pirmoradi, Mohammad Teshnehlab, Nosratollah Zarghami, Arash Sharifi:
  A self-organizing deep neuro-fuzzy system approach for classification of kidney cancer subtypes using miRNA genomics data. 106132
• 
  Yu Liu, Qiong Fang, Anhong Jiang, Qingling Meng, Gang Pang, Xuefei Deng:
  Texture analysis based on U-Net neural network for intracranial hemorrhage identification predicts early enlargement. 106140

Section II: Biomedical signal and image processing methods

• 
  Hengfei Cui, Chang Yuwen, Lei Jiang, Yong Xia, Yanning Zhang:
  Multiscale attention guided U-Net architecture for cardiac segmentation in short-axis MRI images. 106142

Section III: Modelling & Simulation

• 
  Concepción Paz, Eduardo Suárez, Adrián Cabarcos, Sónia Isabel Silva Pinto:
  FSI modeling on the effect of artery-aneurysm thickness and coil embolization in patient cases. 106148