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2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS)

July 21 2022 to July 23 2022

Shenzen, China

ISBN: 978-1-6654-6770-4

Table of Contents

Title PageFreely available from IEEE.pp. 1-1
Title PageFreely available from IEEE.pp. 1-1
Copyright PageFreely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. v-xviii
Preface to CBMS 2022Freely available from IEEE.pp. xix-xix
Organizing CommitteeFreely available from IEEE.pp. xx-xx
Programme CommitteeFreely available from IEEE.pp. xxi-xxiv
Measuring the Left Ventricular Ejection Fraction using Geometric FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Athanasios Lagopoulos, Dimitrios Hristu-Varsakelis
REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET dataFull-text access may be available. Sign in or learn about subscription options.pp. 7-12
by Adrián Ayuso Muñoz, Esther Ugarte Carro, Lucía Prieto Santamaría, Belén Otero Carrasco, Ernestina Menasalvas Ruiz, Yuliana Pérez Gallardo, Alejandro Rodríguez-González
Deep learning to extract Breast Cancer diagnosis conceptsFull-text access may be available. Sign in or learn about subscription options.pp. 13-18
by Oswaldo Solarte-Pabón, Maria Torrente, Alvaro Garcia-Barragán, Mariano Provencio, Ernestina Menasalvas, Victor Robles
Textural features for automatic detection and categorisation of pneumonia in chest X-ray imagesFull-text access may be available. Sign in or learn about subscription options.pp. 19-24
by César A. Ortiz-Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín
Federated Cox Proportional Hazards Model with multicentric privacy-preserving LASSO feature selection for survival analysis from the perspective of personalized medicineFull-text access may be available. Sign in or learn about subscription options.pp. 25-31
by Carlotta Masciocchi, Benedetta Gottardelli, Mariachiara Savino, Luca Boldrini, Antonella Martino, Ciro Mazzarella, Mariangela Massaccesi, Vincenzo Valentini, Andrea Damiani
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 32-37
by Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
Predicting Tacrolimus Exposure in Kidney Transplanted Patients Using Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 38-43
by Andrea M. Storås, Anders Åsberg, Pål Halvorsen, Michael A. Riegler, Inga Strümke
Estimating Predictive Uncertainty in Gastrointestinal Polyp SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 44-49
by Felicia Ly Jacobsen, Steven A. Hicks, Pål Halvorsen, Michael A. Riegler
A novel CNN model with dense connectivity and attention mechanism for arrhythmia classificationFull-text access may be available. Sign in or learn about subscription options.pp. 50-55
by Qin Zhan, Peilin Li, Yongle Wu, Jingchun Huang, Xunde Dong
Generic Concept for Integrating Voice Assistance Into Smart Therapeutic InterventionsFull-text access may be available. Sign in or learn about subscription options.pp. 56-61
by Jens Scheible, Fabian Hofmann, Manfred Reichert, Rüdiger Pryss, Marc Schickler
Combining heterogeneous patient-level data into tranSMART to support multicentre studiesFull-text access may be available. Sign in or learn about subscription options.pp. 62-65
by João Rafael Almeida, Luís Bastião Silva, Alejandro Pazos, José Luís Oliveira
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polypsFull-text access may be available. Sign in or learn about subscription options.pp. 66-71
by Jan Andre Fagereng, Vajira Thambawita, Andrea M. Storås, Sravanthi Parasa, Thomas de Lange, Pål Halvorsen, Michael A. Riegler
Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fracturesFull-text access may be available. Sign in or learn about subscription options.pp. 72-77
by Marcos Bedo, Jonathan S. Ramos, Agma J. M. Traina, Caetano Traina, Marcello H. Nogueira-Barbosa, Paulo M. Azevedo-Marques
Analysis of vertebrae without fracture on spine MRI to assess bone fragility: A Comparison of Traditional Machine Learning and Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 78-83
by Jonathan S. Ramos, Erikson J. de Aguiar, Ivar V. Belizario, Márcus V. L. Costa, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina
CNN optimization using surrogate evolutionary algorithm for breast cancer detection using infrared imagesFull-text access may be available. Sign in or learn about subscription options.pp. 84-89
by Caroline B. Gonçalves, Jefferson R. Souza, Henrique Fernandes
Hyperparameter for Deep Learning Applied in Mammogram Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 90-95
by Juliana Wolf Pereira, Marcela Xavier Ribeiro
Deep Learning Based Multi-Label Prediction of Hospitalization for COVID-19 CasesFull-text access may be available. Sign in or learn about subscription options.pp. 96-101
by Carson K. Leung, Thanh Huy Daniel Mai, Nguyen Duy Thong Jase Tran
Breast Cancer Diagnosis from Histopathology Images using Supervised AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 102-107
by Alberto Labrada, Buket D. Barkana
Study of Vocal Muscle Strain with Skin Deformation Tracking SystemFull-text access may be available. Sign in or learn about subscription options.pp. 108-113
by Steven Hogue, Adrianna C. Shembel, Xiaohu Guo
Focal Loss Improves Performance of High-Sensitivity C-Reactive Protein Imbalanced ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 114-118
by Ryan Sledzik, Mahdieh Zabihimayvan
MobApp4InfectiousDisease: Classify COVID-19, Pneumonia, and TuberculosisFull-text access may be available. Sign in or learn about subscription options.pp. 119-124
by Md. Kawsher Mahbub, Md. Zakir Hossain Zamil, Md. Abdul Mozid Miah, Partho Ghose, Milon Biswas, KC Santosh
Graph-based Regional Feature Enhancing for Abdominal Multi-Organ Segmentation in CTFull-text access may be available. Sign in or learn about subscription options.pp. 125-130
by Zefan Yang, Yi Wang
TSEUnet: A 3D neural network with fused Transformer and SE-Attention for brain tumor segmentationFull-text access may be available. Sign in or learn about subscription options.pp. 131-136
by Yanmei Chen, Jiajun Wang
Left and Right Ventricular Segmentation Based on 3D Region-Aware U-NetFull-text access may be available. Sign in or learn about subscription options.pp. 137-142
by Xiaoting Huang, Wenjie Chen, Xueting Liu, Huisi Wu, Zhenkun Wen, Linlin Shen
Ultrasonic Carotid Blood Flow Velocimetry Based on Deep Complex Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 143-148
by Jian Lei, Xun Lang, Bingbing He, Songhua Liu, Hao Tan, Yufeng Zhang
Dual Fusion Mass Detector for Mammogram Mass DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 149-154
by Shuo Liu, Zhihui Lai, Heng Kong, Linlin Shen
ECG heartbeat classification based on combined features extracted by PCA, KPCA, AKPCA and DWTFull-text access may be available. Sign in or learn about subscription options.pp. 155-159
by Junhao Zhu, Yi Zeng, Jianheng Zhou, Xunde Dong
A goal-driven approach for clinical decision conflict detection and its application to the treatment of multimorbidityFull-text access may be available. Sign in or learn about subscription options.pp. 160-165
by Yunlong Ye, Liang Xiao
Online reconstruction of fast dynamic MR imaging using deep low-rank plus sparse networkFull-text access may be available. Sign in or learn about subscription options.pp. 166-170
by Che Wang, Sen Jia, Zhonghong Yan, Yijia Zheng, Shaonan Liu, Haifeng Wang, Dong Liang, Yanjie Zhu
Explanations of Deep Networks on EEG Data via Interpretable ApproachesFull-text access may be available. Sign in or learn about subscription options.pp. 171-176
by Chen Cui, Ying Zhang, Shenghua Zhong
Generative Adversarial Networks for Augmenting EEG Data in P300-based Applications: A Comparative StudyFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Yasmin Abdelghaffar, Ahmed Hashem, Seif Eldawlatly
A YOLO-based Object Simplification Approach for Visual ProsthesesFull-text access may be available. Sign in or learn about subscription options.pp. 183-186
by Reham H. Elnabawy, Slim Abdennadher, Olaf Hellwich, Seif Eldawlatly
Ethically Informed Software Process for Smart Health HomeFull-text access may be available. Sign in or learn about subscription options.pp. 187-192
by Xiang Zhang, Matthew Pike, Nasser Mustafa, Vladimir Brusic
A Drug Repositioning Approach Using Drug and Disease FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 193-198
by Jialan Tang, Baiying Lei, Weilin Chen
Leveraging Clinical BERT in Multimodal Mortality Prediction Models for COVID-19Freely available from IEEE.pp. 199-204
by Yash Pawar, Aron Henriksson, Pontus Hedberg, Pontus Naucler
The Impact of General Data Protection Regulation on the Australasian Type-1 Diabetes PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 205-210
by Zhe Wang, Anthony Stell, Richard O. Sinnott, Addn Study Group
Exploiting AI to make insulin pens smart: injection site recognition and lipodystrophy detectionFull-text access may be available. Sign in or learn about subscription options.pp. 211-216
by Elisabetta Torre, Luisa Francini, Ermanno Cordelli, Rosa Sicilia, Silvia Manfrini, Vincenzo Piemonte, Paolo Soda
Integrating Residual, Dense, and Inception Blocks into the nnUNetFull-text access may be available. Sign in or learn about subscription options.pp. 217-222
by Niccolò McConnell, Alina Miron, Zidong Wang, Yongmin Li
ConvNet and machine learning models with feature engineering using motor activity data for schizophrenia classificationFull-text access may be available. Sign in or learn about subscription options.pp. 223-227
by Fellipe Paes Ferreira, Aengus Daly
Prediction of declining engagement to self-monitoring apps on the example of tinnitus mHealth dataFull-text access may be available. Sign in or learn about subscription options.pp. 228-233
by Miro Schleicher, Sebastian Hamacher, Mats Naujoks, Kolja Günther, Timo Schmidt, Ruediger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou
Predicting the Onset of Delirium on Hourly Basis in an Intensive Care Unit Following Cardiac SurgeryFull-text access may be available. Sign in or learn about subscription options.pp. 234-239
by Linda Lapp, Marc Roper, Kimberley Kavanagh, Stefan Schraag
Analysing Out-patient Demand and Forecasting Theatre Requirements in a Teaching HospitalFull-text access may be available. Sign in or learn about subscription options.pp. 240-245
by Ian Darbey, Bridget Kane
Deep Model for Anticancer Drug Response through Genomic Profiles and Compound StructuresFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Filipa G. Carvalho, Maryam Abbasi, Bernardete Ribeiro, Joel P. Arrais
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 252-257
by Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
Exploring LRP and Grad-CAM visualization to interpret multi-label-multi-class pathology prediction using chest radiographyFull-text access may be available. Sign in or learn about subscription options.pp. 258-263
by Mahbub Ul Alam, Jón Rúnar Baldvinsson, Yuxia Wang
Visualising Time-evolving Semantic Biomedical DataFull-text access may be available. Sign in or learn about subscription options.pp. 264-269
by Arnaldo Pereira, João Rafael Almeida, Rui Pedro Lopes, José Luís Oliveira
Investigating the Effectiveness of Color Coding in Multimodal Medical ImagingFull-text access may be available. Sign in or learn about subscription options.pp. 270-275
by Giuseppe Placidi, Giovanna Castellano, Filippo Mignosi, Matteo Polsinelli, Gennaro Vessio
The value of compression for taxonomic identificationFull-text access may be available. Sign in or learn about subscription options.pp. 276-281
by Jorge Miguel Silva, João Rafael Almeida
Diabetic Foot Ulcers Classification using a fine-tuned CNNs EnsembleFull-text access may be available. Sign in or learn about subscription options.pp. 282-287
by Elineide Santos, Francisco Santos, João Dallyson, Kelson Aires, João Manuel R. S. Tavares, Rodrigo Veras
Data Augmentation Methods For Object Detection and Segmentation In Ultrasound Scans: An Empirical Comparative StudyFull-text access may be available. Sign in or learn about subscription options.pp. 288-291
by Sachintha R. Brandigampala, Abdullah F. Al-Battal, Truong Q. Nguyen
MRI-guided Automated Delineation of Gross Tumor Volume for Nasopharyngeal Carcinoma using Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 292-296
by Meiyan Yue, Zhenhui Dai, Jiahui He, Yaoqin Xie, Nazar Zaki, Wenjian Qin
Aerobic Exercise System for Home TelerehabilitationFull-text access may be available. Sign in or learn about subscription options.pp. 297-301
by Aref Smiley, Joseph Finkelstein
Magnitude-image based data-consistent deep learning method for MRI super resolutionFull-text access may be available. Sign in or learn about subscription options.pp. 302-305
by Ziyan Lin, Zihao Chen
Penalized Entropy: a novel loss function for uncertainty estimation and optimization in medical image classificationFull-text access may be available. Sign in or learn about subscription options.pp. 306-310
by Dehua Feng, Xi Chen, Xiaoyu Wang, Jiahuan Lv, Ling Bai, Shu Zhang, Zhiguo Zhou
Facial Pore Segmentation Algorithm using Shallow CNNFull-text access may be available. Sign in or learn about subscription options.pp. 311-316
by Sunyong Seo, Sangwook Yoo, Semin Kim, Daeun Yoon, Jongha Lee
Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 317-322
by Nikhil Kumar Tomar, Abhishek Srivastava, Ulas Bagci, Debesh Jha
Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 323-328
by Abhishek Srivastava, Nikhil Kumar Tomar, Ulas Bagci, Debesh Jha
Automatic Detection of Prostate Cancer Systemic Lesions Based on Deep Learning and 68Ga-PSMA-11 PET/CTFull-text access may be available. Sign in or learn about subscription options.pp. 329-332
by Shaonan Zhong, Yuxuan Wu, Zhantao Liu, Zhaohong Pan, Bingsheng Huang, Qinqin Yang
Policy-Based Diabetes Detection using Formal Runtime Verification MonitorsFull-text access may be available. Sign in or learn about subscription options.pp. 333-338
by Abhinandan Panda, Srinivas Pinisetty, Partha Roop
Breast Lesions Segmentation using Dual-level UNet (DL-UNet)Full-text access may be available. Sign in or learn about subscription options.pp. 339-344
by Yanjiao Zhao, Zhihui Lai, Linlin Shen, Heng Kong
Ensemble Framework for Unsupervised Cervical Cell SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 345-350
by Agnimitra Sen, Shyamali Mitra, Sukanta Chakraborty, Debashri Mondal, KC Santosh, Nibaran Das
Integrating with Segmentation by Using Multi-Task Learning Improves Classification Performance in Medical Image AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 351-354
by Yi Li, Yuanyuan Zhao, Mingyu Wang, Fei Li, Jia Chen, Yanji Luo, Shi-Ting Feng, Xiaoyi Lin, Bingsheng Huang
Learning Pre- and Post-contrast Representation for Breast Cancer Segmentation in DCE-MRIFull-text access may be available. Sign in or learn about subscription options.pp. 355-359
by Hong Wu, Yingwen Huo, Yupeng Pan, Zeyan Xu, Rian Huang, Yu Xie, Chu Han, Zaiyi Liu, Yi Wang
Optimum Thresholding for Medical Brain Images Based on Tsallis Entropy and Bayesian EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 360-365
by Sijin Luo, Zhehao Luo, Zhiyong Zhan, Guoyuan Liang
TcT: Temporal and channel Transformer for EEG-based Emotion RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 366-371
by Yanling Liu, Yueying Zhou, Daoqiang Zhang
Deep Log-Normal Label Distribution Learning for Pneumoconiosis Staging on Chest RadiographsFull-text access may be available. Sign in or learn about subscription options.pp. 372-376
by Wenjian Sun, Dongsheng Wu, Yang Luo, Lu Liu, Hongjing Zhang, Shuang Wu, Yan Zhang, Chenglong Wang, Houjun Zheng, Jiang Shen, Chunbo Luo
Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic ImageFull-text access may be available. Sign in or learn about subscription options.pp. 377-382
by Siting Zheng, Xuechen Li, Mingmin Bi, Yuxuan Wang, Haiyan Liu, Xiaoshan Feng, Yunping Fan, Linlin Shen
Semi-automatic Labeling and Training Strategy for Deep Learning-based Facial Wrinkle DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 383-388
by Semin Kim, Huisu Yoon, Jongha Lee, Sangwook Yoo
End-to-End Multi-task Learning Regression Network for Fovea Localization in Fundus ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 389-393
by Limin Huang, Haijun Lei, Weixin Liu, Zhen Li, Hai Xie, Baiying Lei
Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI DatabaseFull-text access may be available. Sign in or learn about subscription options.pp. 394-399
by Sami Puustinen, Joni Hyttinen, Gemal Hisuin, Hana Vrzáková, Antti Huotarinen, Pauli Fält, Markku Hauta-Kasari, Arto Immonen, Timo Koivisto, Juha E Jääskeläinen, Antti-Pekka Elomaa
Towards Evidence-based Argumentation Graph for Clinical Decision SupportFull-text access may be available. Sign in or learn about subscription options.pp. 400-405
by Liang Xiao
Patient identification methods based on medical imagery and their impact on patient privacy and open medical dataFull-text access may be available. Sign in or learn about subscription options.pp. 406-411
by Laura Carolina Martínez Esmeral, Andreas Uhl
MRI Quality Control Algorithm Based on Image Analysis Using Convolutional and Recurrent Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Grigorii Shoroshov, Olga Senyukova, Dmitry Semenov, Daria Sharova
Classification of cardiac cohorts based on morphological and hemodynamic features derived from 4D PC-MRI dataFull-text access may be available. Sign in or learn about subscription options.pp. 416-421
by Uli Niemann, Atrayee Neog, Benjamin Behrendt, Kai Lawonn, Matthias Gutberlet, Myra Spiliopoulou, Bernhard Preim, Monique Meuschke
Subgroup Discovery Analysis of Treatment Patterns in Lung Cancer PatientsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Daniel Gómez-Bravo, Aaron García, Guillermo Vigueras, Belén Ríos-Sánchez, Belén Otero, Roberto Hernández, María Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González
Evaluation of Relevance-Driven Compression of Regular Cataract Surgery VideosFull-text access may be available. Sign in or learn about subscription options.pp. 429-434
by Natalia Mathá, Klaus Schoeffmann, Stephanie Sarny, Doris Putzgruber-Adamitsch, Yosuf El-Shabrawi
Drug repositioning with gender perspective focused on Adverse Drug ReactionsFull-text access may be available. Sign in or learn about subscription options.pp. 435-440
by Belén Otero Carrasco, Aurora Pérez Pérez, Ernestina Menasalvas Ruiz, Juan Pedro Caraça-Valente Hernández, Lucía Prieto Santamaría, Alejandro Rodríguez-González
Optimizing Nozzle Travel Time in Proton TherapyFull-text access may be available. Sign in or learn about subscription options.pp. 441-446
by Matteo Spezialetti, Renata Di Filippo, Ramon Gimenez De Lorenzo, Giovanni Luca Gravina, Giuseppe Placidi, Guido Proietti, Fabrizio Rossi, Stefano Smriglio, João Manuel R.S. Tavares, Francesca Vittorini, Filippo Mignosi
A secure architecture for exploring patient-level databases from distributed institutionsFull-text access may be available. Sign in or learn about subscription options.pp. 447-452
by João Rafael Almeida, João Paulo Barraca, José Luís Oliveira
Experiences in Development and Support of a Multi-technology Skin Conditions Clinical Trial PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 453-458
by Richard O. Sinnott, William Hu
Touchless Authentication for Health Professionals: Analyzing the Risks and Proposing Alternatives to Dirty InterfacesFull-text access may be available. Sign in or learn about subscription options.pp. 459-464
by Chiarelli Araújo Vale, Frederico Schardong, Maurício Barros, Ricardo Custódio
Fine-grained Encryption for Secure Research Data SharingFull-text access may be available. Sign in or learn about subscription options.pp. 465-470
by Lúcio H. A. Reis, Marcela T. de Oliveira, Sílvia D. Olabarriaga
Author IndexFreely available from IEEE.pp. 471-475
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