Computer Methods and Programs in Biomedicine, Volume 214

Volume 214, February 2022

Section IV: Classification and interpretation

• 
  S. Punitha, Thompson Stephan, Amir H. Gandomi:
  A Novel Breast Cancer Diagnosis Scheme With Intelligent Feature and Parameter Selections. 106432
• 
  Chaofan Du, Peter Xiaoping Liu, Minhua Zheng:
  Classification of Imbalanced Electrocardiosignal Data using Convolutional Neural Network. 106483

Section II: Biomedical signal and image processing methods

• 
  Xiao-Xia Yin, Sillas Hadjiloucas, Yanchun Zhang, Zhihong Tian:
  MRI radiogenomics for intelligent diagnosis of breast tumors and accurate prediction of neoadjuvant chemotherapy responses-a review. 106510
• 
  Junsang Park, Junho An, Jinkook Kim, Sunghoon Jung, Yeongjoon Gil, Yoojin Jang, Kwanglo Lee, Il-Young Oh:
  Study on the use of standard 12-lead ECG data for rhythm-type ECG classification problems. 106521

Diagnostics and Decision Support

• 
  Mustafa Kaya, Serkan Karakus, Seda Arslan Tuncer:
  Detection of ataxia with hybrid convolutional neural network using static plantar pressure distribution model in patients with multiple sclerosis. 106525

Section II: Biomedical signal and image processing methods

• 
  Alberto Hernando, Hugo F. Posada-Quintero, María Dolores Peláez-Coca, Eduardo Gil, Ki H. Chon:
  Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability. 106527
• 
  Liang Zhang, Ming Li, Yongfei Wu, Fang Hao, Chen Wang, Weixia Han, Dan Niu, Wen Zheng:
  Classification of renal biopsy direct immunofluorescence image using multiple attention convolutional neural network. 106532
• 
  Xiangkui Li, Jian Zhang, Wei Chen, Yilong Chen, Chao Zhang, Wei Xiang, Dong Li:
  Inter-patient automated arrhythmia classification: A new approach of weight capsule and sequence to sequence combination. 106533

Section V: Others

• 
  Gangadharan K. Sagila, A. P. Vinod:
  Drowsiness detection using portable wireless EEG. 106535

Section III: Modelling & Simulation

• 
  Emilie Charton, A. Falcoz, E. François, Célia Touraine, J.-B. Bachet, C. Louvet, Z. Hamidou, Caroline Bascoul-Mollevi, Amélie Anota:
  %TTD and %TUDD: New SAS macro programs to calculate the survival data of the time to deterioration for patient-reported outcomes data in oncology. 106537
• 
  John Valerian Corda, Satish Shenoy B, Kamarul Arifin Ahmad, Leslie Lewis, K. Prakashini, S. M. Abdul Khader, Mohammad Zuber:
  Nasal airflow comparison in neonates, infant and adult nasal cavities using computational fluid dynamics. 106538

Section II: Biomedical signal and image processing methods

• 
  Riaan Zoetmulder, Efstratios Gavves, Matthan W. A. Caan, Henk A. Marquering:
  Domain- and task-specific transfer learning for medical segmentation tasks. 106539

Section V: Others

• 
  Ke Xu, Bao Li, Jincheng Liu, Mingyan Chen, Liyuan Zhang, Boyan Mao, Xiaolu Xi, Hao Sun, Zhe Zhang, Youjun Liu:
  Model-based evaluation of local hemodynamic effects of enhanced external counterpulsation. 106540
• 
  Riccardo Torchio, Alessandro Arduino, Luca L. Zilberti, Oriano Bottauscio:
  A fast tool for the parametric analysis of human body exposed to LF electromagnetic fields in biomedical applications. 106543

Section III: Modelling & Simulation

• 
  Ana González-Suárez, Juan J. Pérez, Ramiro M. Irastorza, Andre D'Avila, Enrique J. Berjano:
  Computer modeling of radiofrequency cardiac ablation: 30 years of bioengineering research. 106546

Diagnostics and Decision Support

• 
  Jesús M. Rodríguez-de-Vera, Gregorio Bernabé, José M. García, Daniel Saura, Josefa González-Carrillo:
  Left ventricular non-compaction cardiomyopathy automatic diagnosis using a deep learning approach. 106548

Section IV: Classification and interpretation

• 
  David López-García, José M. G. Peñalver, Juan Manuel Górriz, María Ruz:
  MVPAlab: A machine learning decoding toolbox for multidimensional electroencephalography data. 106549

Section V: Others

• 
  Jian Cui, Lucheng Song:
  Wrist pulse diagnosis of stable coronary heart disease based on acoustics waveforms. 106550

Section III: Modelling & Simulation

• 
  Dhruba Jyoti Bora, Rajdeep Dasgupta:
  Numerical simulation of iontophoresis for in-silico prediction of transdermal drugs in the dermal layers using skin impedance values. 106551
• 
  Kristyna Schön, Blanka Koristkova, Ivana Kacirova, Hana Brozmanova, Milan Grundmann:
  Comparison of Mw\Pharm 3.30 and Mw\Pharm ++, a Windows version of pharmacokinetic software for PK/PD monitoring of vancomycin. Part 1: A-posteriori modelling. 106552
• 
  Robin Chaux, Julien Lanoiselée, Clément Magand, Paul Zufferey, Xavier Delavenne, Edouard Ollier:
  Robust K-PD model for activated clotting time prediction and UFH dose individualisation during cardiopulmonary bypass. 106553

Section II: Biomedical signal and image processing methods

• 
  Xinyu Liu, Shudong Yu, Xiaohan Zang, Qianru Yu, Licai Yang:
  Discrimination of vestibular function based on inertial sensors. 106554
• 
  Xipan Li, Jia Ge, Shuangyang Zhang, Jian Wu, Li Qi, Wufan Chen:
  Multispectral interlaced sparse sampling photoacoustic tomography based on directional total variation. 106562
• 
  Patty Coupeau, Jean-Baptiste Fasquel, E. Mazerand, P. Menei, C. N. Montero-Menei, Mickaël Dinomais:
  Patch-based 3D U-Net and transfer learning for longitudinal piglet brain segmentation on MRI. 106563
• 
  Sai Li, Qiong Gong, Haojiang Li, Shuchao Chen, Yifei Liu, Guangying Ruan, Lin Zhu, Lizhi Liu, Hongbo Chen:
  Automatic location scheme of anatomical landmarks in 3D head MRI based on the scale attention hourglass network. 106564

Diagnostics and Decision Support

• 
  Rayele Moreira, Renan Fialho, Ariel Soares Teles, Vinicius Bordalo, Samila Sousa Vasconcelos, Guilherme Pertinni de Morais Gouveia, Victor Hugo Bastos, Silmar Teixeira:
  A computer vision-based mobile tool for assessing human posture: A validation study. 106565

Section II: Biomedical signal and image processing methods

• 
  Hongchun Lu, Shengwei Tian, Long Yu, Lu Liu, Junlong Cheng, Weidong Wu, Xiaojing Kang, Dezhi Zhang:
  DCACNet: Dual context aggregation and attention-guided cross deconvolution network for medical image segmentation. 106566
• 
  Yuxin Li, Tong Ren, Junhuai Li, Huaijun Wang, Xiangning Li, Anan Li:
  VBNet: An end-to-end 3D neural network for vessel bifurcation point detection in mesoscopic brain images. 106567

Section IV: Classification and interpretation

• 
  Yijing Li, Wenyu Ye, Yang Kang, Shengyu Zhang, Xianliang He, Jin Xingliang, Wang Cheng, Zehui Sun, Mengxing Liu:
  Prediction of cardiac arrest in critically ill patients based on bedside vital signs monitoring. 106568

Section III: Modelling & Simulation

• 
  Claudio Tucci, Macarena Trujillo, Enrique J. Berjano, Marcello Iasiello, Assunta Andreozzi, Giuseppe Peter Vanoli:
  Mathematical modeling of microwave liver ablation with a variable-porosity medium approach. 106569
• 
  Teng Lu, Jiakun Ren, Zhongwei Sun, Jing Zhang, Kai Xu, Lu Sun, Pinglin Yang, Dong Wang, Yueyun Lian, Jingjing Zhai, Yali Gou, Yanbing Ma, Shengfeng Ji, Xijing He, Baohui Yang:
  Relationship between the elastic modulus of the cage material and the biomechanical properties of transforaminal lumbar interbody fusion: A logarithmic regression analysis based on parametric finite element simulations. 106570

Section IV: Classification and interpretation

• 
  Zhiyuan Ding, Yan Liu, Xu Tian, Wenjing Lu, Zheng Wang, Xiangzhu Zeng, Ling Wang:
  Multi-resolution 3D-HOG feature learning method for Alzheimer's Disease diagnosis. 106574

Section II: Biomedical signal and image processing methods

• 
  Zongxi Liu, Huimin Zhao, Xiang Fang, Donglai Huo:
  Abdominal computed tomography localizer image generation: A deep learning approach. 106575
• 
  Jianwei Xu, Qingwei Zhang, Yizhou Yu, Ran Zhao, Xianzhang Bian, Xiaoqing Liu, Jun Wang, Zhizheng Ge, Dahong Qian:
  Deep reconstruction-recoding network for unsupervised domain adaptation and multi-center generalization in colonoscopy polyp detection. 106576

Section III: Modelling & Simulation

• 
  Jay Wing Wai Lee, Yeong Shiong Chiew, Xin Wang, Chee Pin Tan, Mohd Basri Mat Nor, Matthew E. Cove, Nor Salwa Damanhuri, J. Geoffrey Chase:
  Protocol conception for safe selection of mechanical ventilation settings for respiratory failure Patients. 106577

Diagnostics and Decision Support

• 
  Mesut Togaçar:
  Detection of retinopathy disease using morphological gradient and segmentation approaches in fundus images. 106579

Section II: Biomedical signal and image processing methods

• 
  Fang Chen, Haoran Ye, Daoqiang Zhang, Hongen Liao:
  TypeSeg: A type-aware encoder-decoder network for multi-type ultrasound images co-segmentation. 106580
• 
  Katia Maria Poloni, Ricardo José Ferrari:
  Automated detection, selection and classification of hippocampal landmark points for the diagnosis of Alzheimer's disease. 106581
• 
  Yuanlu Li, Renfei Qian, Kun Li:
  Inter-patient arrhythmia classification with improved deep residual convolutional neural network. 106582

Section V: Others

• 
  Takanori Yamashita, Yoshifumi Wakata, Hideki Nakaguma, Yasunobu Nohara, Shinji Hato, Susumu Kawamura, Shuko Muraoka, Masatoshi Sugita, Mihoko Okada, Naoki Nakashima, Hidehisa Soejima:
  Machine learning for classification of postoperative patient status using standardized medical data. 106583
• 
  Yasunobu Nohara, Koutarou Matsumoto, Hidehisa Soejima, Naoki Nakashima:
  Explanation of machine learning models using shapley additive explanation and application for real data in hospital. 106584

Section IV: Classification and interpretation

• 
  Iman Beheshti, Norihide Maikusa, Hiroshi Matsuda:
  The accuracy of T1-weighted voxel-wise and region-wise metrics for brain age estimation. 106585

Section II: Biomedical signal and image processing methods

• 
  Jiang Zhang, Chen Li, Ganwanming Liu, Min Min, Chong Wang, Jiyi Li, Yuting Wang, Hongmei Yan, Zhentao Zuo, Wei Huang, Huafu Chen:
  A CNN-transformer hybrid approach for decoding visual neural activity into text. 106586

Diagnostics and Decision Support

• 
  Si-Yuan Lu, Shui-Hua Wang, Xin Zhang, Yu-Dong Zhang:
  TBNet: a context-aware graph network for tuberculosis diagnosis. 106587

Section II: Biomedical signal and image processing methods

• 
  Janis Marc Nolde, Ajmal Mian, Markus P. Schlaich, Justine Chan, Leslie Marisol Lugo-Gavidia, Nicola Barrie, Vishal Gopal, Graham S. Hillis, Clara K. Chow:
  Automatic data extraction from 24 hour blood pressure measurement reports of a large multicenter clinical trial. 106588

Section IV: Classification and interpretation

• 
  Rouhollah Maghsoudi, Mitra Mirzarezaee, Mehdi Sadeghi, Babak Nadjar Araabi:
  Determining the adjusted initial treatment dose of warfarin anticoagulant medicine using kernel-based support vector regression. 106589
• 
  Bill Qi, Sonia Boscenco, Janani Ramamurthy, Yannis J. Trakadis:
  Transcriptomics and machine learning to advance schizophrenia genetics: A case-control study using post-mortem brain data. 106590

Section II: Biomedical signal and image processing methods

• 
  Xinlong Wang, Hanli Liu, Srinivas Kota, Yudhajit Das, Yulun Liu, Rong Zhang, Lina Chalak:
  EEG phase-amplitude coupling to stratify encephalopathy severity in the developing brain. 106593