Information Technology in Biomedicine: Proceedings 6th International Conference, ITIB’2018, Kamień Śląski, Poland, June 18–20, 2018 (Advances in Intelligent Systems and Computing Book 762)

ITiB’2018 is the 6th Conference on Information Technology in Biomedicine, hosted every two years by the Department of Informatics & Medical Devices, Faculty of Biomedical Engineering, Silesian University of Technology. The Conference is organized under the auspices of the Committee on Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. The meeting has become an established event that helps to address the demand for fast and reliable technologies capable of processing data and delivering results in a user-friendly, timely and mobile manner. Many of these areas are recognized as research and development frontiers in employing new technology in the clinical setting. Technological assistance can be found in prevention, diagnosis, treatment, and rehabilitation alike. Homecare support for any type of disability may improve standard of living and make people’s lives safer and more comfortable. The book includes the following sections: Ø Image Processing Ø Multimodal Imaging and Computer-aided Surgery Ø Computer-aided Diagnosis Ø Signal Processing and Medical Devices Ø Bioinformatics Ø Modelling & Simulation Ø Analytics in Action on the SAS Platform Ø Assistive Technologies and Affective Computing (ATAC) Front Matter ....Pages i-xii Front Matter ....Pages 1-1 Functional Thermal Imaging of Skin Tissue Using the Discrete Thermal Time Constants Spectrum (Maria Strąkowska, Robert Strąkowski, Michał Strzelecki)....Pages 3-12 Contextual Classification of Tumor Growth Patterns in Digital Histology Slides (Zaneta Swiderska-Chadaj, Zhaoxuan Ma, Nathan Ing, Tomasz Markiewicz, Malgorzata Lorent, Szczepan Cierniak et al.)....Pages 13-25 Cervical Histopathology Image Classification Using Ensembled Transfer Learning (Chen Li, Dan Xue, Fanjie Kong, Zhijie Hu, Hao Chen, Yudong Yao et al.)....Pages 26-37 Functional Kidney Analysis Based on Textured DCE-MRI Images (Marcin Kociołek, Michał Strzelecki, Artur Klepaczko)....Pages 38-49 Incorporating Patient Photographs in the Radiology Image Acquisition and Interpretation Process (Elizabeth A. Krupinski)....Pages 50-55 Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners (Robert Cierniak, Piotr Pluta)....Pages 56-66 Deformable Mesh for Regularization of Three-Dimensional Image Registration (Piotr M. Szczypiński, Artur Klepaczko)....Pages 67-78 Simulator for Modelling Confocal Microscope Distortions (Katarzyna Sprawka, Piotr M. Szczypiński)....Pages 79-90 Front Matter ....Pages 91-91 Electromyography Based Translator of the Polish Sign Language (Noemi Kowalewska, Przemysław Łagodziński, Marcin Grzegorzek)....Pages 93-102 Electrooculography Application in Vision Therapy Using Smart Glasses (Maja Trzepacz, Przemysław Łagodziński, Marcin Grzegorzek)....Pages 103-116 Assessment of Muscle Fatigue, Strength and Muscle Activation During Exercises with the Usage of Robot Luna EMG, Among Patients with Multiple Sclerosis (Krystyna Stańczyk, Anna Poświata, Anna Roksela, Michał Mikulski)....Pages 117-128 Information Models of Dynamics in Healthcare (Václav Řepa)....Pages 129-140 Effects of External Conditions to Chaotic Properties of Human Stability (Radek Halfar, Martina Litschmannová, Martin Černý)....Pages 141-150 A Preliminary Evaluation of Transferring the Approach Avoidance Task into Virtual Reality (Tanja Joan Eiler, Armin Grünewald, Alla Machulska, Tim Klucken, Katharina Jahn, Björn Niehaves et al.)....Pages 151-163 Front Matter ....Pages 165-165 Convolutional Neural Networks in Speech Emotion Recognition – Time-Domain and Spectrogram-Based Approach (Bartłomiej Stasiak, Sławomir Opałka, Dominik Szajerman, Adam Wojciechowski)....Pages 167-178 Convolutional Neural Networks for Computer Aided Diagnosis of Interdental and Rustling Sigmatism (Andre Woloshuk, Michal Krecichwost, Zuzanna Miodonska, Dominika Korona, Pawel Badura)....Pages 179-186 Barley Defects Identification by Convolutional Neural Networks (Michał Kozłowski, Piotr M. Szczypiński)....Pages 187-198 Wavelet Convolution Neural Network for Classification of Spiculated Findings in Mammograms (Magdalena Jasionowska, Aleksandra Gacek)....Pages 199-208 Weakly Supervised Cervical Histopathological Image Classification Using Multilayer Hidden Conditional Random Fields (Chen Li, Hao Chen, Dan Xue, Zhijie Hu, Le Zhang, Liangzi He et al.)....Pages 209-221 A Survey for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks (Chen Li, Dan Xue, Zhijie Hu, Hao Chen, Yudong Yao, Yong Zhang et al.)....Pages 222-233 Front Matter ....Pages 235-235 Descriptive Seons: Measure of Brain Tissue Impairment (Artur Przelaskowski, Ewa Sobieszczuk, Izabela Domitrz)....Pages 237-248 An Automatic Method of Chronic Wounds Segmentation in Multimodal Images (Joanna Czajkowska, Marta Biesok, Jan Juszczyk, Agata Wijata, Bartłomiej Pyciński, Michal Krecichwost et al.)....Pages 249-257 Evaluation of Methods for Volume Estimation of Chronic Wounds (Jan Juszczyk, Agata Wijata, Joanna Czajkowska, Marta Biesok, Bartłomiej Pyciński, Ewa Pietka)....Pages 258-267 Infrared and Visible Image Fusion Objective Evaluation Method (Daniel Ledwoń, Jan Juszczyk, Ewa Pietka)....Pages 268-279 Wavelet Imaging Features for Classification of First-Episode Schizophrenia (Kateřina Maršálová, Daniel Schwarz)....Pages 280-291 Dynamic Occlusion Surface Estimation from 4D Multimodal Data (Agnieszka A. Tomaka, Leszek Luchowski, Dariusz Pojda, Michał Tarnawski)....Pages 292-303 Evaluation of Dental Implant Stability Using Radiovisiographic Characterization and Texture Analysis (Marta Borowska, Janusz Szarmach)....Pages 304-313 Patella – Atlas Based Segmentation (Piotr Zarychta)....Pages 314-322 Front Matter ....Pages 323-323 De-Identification of Electronic Health Records Data (Piotr Borowik, Piotr Brylicki, Mariusz Dzieciątko, Waldemar Jęda, Łukasz Leszewski, Piotr Zając)....Pages 325-337 Correcting Polish Bigrams and Diacritical Marks (Mariusz Dzieciątko, Dominik Spinczyk, Piotr Borowik)....Pages 338-348 Initial Motivation as a Factor Predicting the Progress of Learning Mathematics for the Blind (Michał Maćkowski, Katarzyna Rojewska, Mariusz Dzieciątko, Dominik Spinczyk)....Pages 349-357 Front Matter ....Pages 359-359 Relationship Between Body Sway and Body Building in Girls and Boys in Developmental Age (Anna Lipowicz, Tomasz Szurmik, Monika N. Bugdol, Katarzyna Graja, Piotr Kurzeja, Andrzej W. Mitas)....Pages 361-370 Classification of Girls’ Sexual Maturity Using Factor Analysis and Analysis of Moderated Mediation (Monika N. Bugdol, Marta Marszałek, Marcin D. Bugdol)....Pages 371-381 Subjective and Objective Assessment of Developmental Dysfunction in Children Aged 0–3 Years – Comparative Study (Mariola Ciuraj, Katarzyna Kieszczyńska, Iwona Doroniewicz, Anna Lipowicz)....Pages 382-391 Intra- and Intergroup Measurement Errors in Anthropometric Studies Carried Out on Face Images (Katarzyna Graja, Anna Lipowicz, Monika N. Bugdol, Andrzej W. Mitas)....Pages 392-401 Comparative Analysis of Selected Stabilographic Parameters Among Polish and Slovak Children in Aspect of Factors Indirectly Affecting the Body Posture (Tomasz Szurmik, Piotr Kurzeja, Jarosław Prusak, Zuzanna Hudakova, Bartłomiej Gąsienica-Walczak, Karol Bibrowicz et al.)....Pages 402-412 The Impact of Physical Activity on the Change of Pulse Wave Parameters (Anna Mańka, Robert Michnik, Andrzej W. Mitas)....Pages 413-424 Evaluation of Selected Parameters Related to Maintaining the Body Balance in the Aspect of Physical Activity in Young Adults (Piotr Kurzeja, Jarosław Prusak, Tomasz Szurmik, Jan Potoniec, Zuzanna Hudakova, Bartłomiej Gąsienica-Walczak et al.)....Pages 425-435 RAS in the Aspect of Symmetrization of Lower Limb Loads (Patrycja Romaniszyn, Damian Kania, Katarzyna Nowakowska, Marta Sobkowiak, Bruce Turner, Andrzej Myśliwiec et al.)....Pages 436-447 Rhythmic Auditory Stimulation. Biocybernetics Dimension of Music Entrainment (Bruce Turner, Andrzej W. Mitas)....Pages 448-459 Front Matter ....Pages 461-461 Pointwise Estimation of Noise in a Multilead ECG Record (Piotr Augustyniak)....Pages 463-472 Heart Rate Variability Analysis on Reference Heart Beats and Detected Heart Beats of Smartphone Seismocardiograms (Szymon Sieciński, Paweł S. Kostka, Ewaryst J. Tkacz, Natalia Piaseczna, Marta Wadas)....Pages 473-480 The New Approach for ECG Signal Quality Index Estimation on the Base of Robust Statistic (Tomasz Pander, Tomasz Przybyła)....Pages 481-494 8-Lead Bioelectrical Signals Data Acquisition Unit (Tadeáš Bednár, Branko Babušiak, Milan Smetana)....Pages 495-506 Smart Sheet Design for Electrocardiogram Measurement (Branko Babusiak, Stefan Borik, Maros Smondrk, Ladislav Janousek)....Pages 507-517 Evaluation of Specific Absorption Rate in SAM Head Phantom with Cochlear Implant with and Without Hand Model Near PIFA Antenna (Jana Mydlova, Mariana Benova, Zuzana Psenakova, Maros Smondrk)....Pages 518-527 Front Matter ....Pages 529-529 The Evaluation of Gait Strategy on a Treadmill Using a New IGS Index Based on Frequency Analysis of COP Course (Piotr Wodarski, Jacek Jurkojć, Andrzej Bieniek, Miłosz Chrzan, Robert Michnik, Zygmunt Łukaszczyk et al.)....Pages 531-542 The Analysis of the Influence of Virtual Reality on Parameters of Gait on a Treadmill According to Adjusted and Non-adjusted Pace of the Visual Scenery (Piotr Wodarski, Jacek Jurkojć, Andrzej Bieniek, Miłosz Chrzan, Robert Michnik, Jacek Polechoński et al.)....Pages 543-553 Assessment of Loads Exerted on the Lumbar Segment of the Vertebral Column in Everyday-Life Activities – Application of Methods of Mathematical Modelling (Hanna Zadoń, Robert Michnik, Katarzyna Nowakowska, Andrzej Myśliwiec)....Pages 554-565 Evaluation of Muscle Activity of the Lower Limb During Isometric Rotation Based on Measurements Using a Dynamometric and Dynamographic Platform (Miłosz Chrzan, Robert Michnik, Andrzej Bieniek, Piotr Wodarski, Andrzej Myśliwiec)....Pages 566-577 Adhesion of Poly(lactide-glycolide) Coating (PLGA) on the Ti6Al7Nb Alloy Substrate (Janusz Szewczenko, Wojciech Kajzer, Anita Kajzer, Marcin Basiaga, Marcin Kaczmarek, Roman Major et al.)....Pages 578-589 Front Matter ....Pages 591-591 Classification System for Multi-class Biomedical Data that Allows Different Data Fusion Strategies (Sebastian Student, Krzysztof Łakomiec, Alicja Płuciennik, Wojciech Bensz, Krzysztof Fujarewicz)....Pages 593-602 Preliminary Study of Computer Aided Diagnosis Methodology for Modeling and Visualization the Respiratory Deformations of the Breast Surface (Aleksandra Juraszczyk, Mateusz Bas, Dominik Spinczyk)....Pages 603-613 Software Tool for Tracking of Voxel Phantom’s Anatomical Features (Maros Smondrk, Branko Babusiak, Mariana Benova)....Pages 614-622 Evaluation of the Usefulness of Images Transmitted by the Internet Communicator for the Diagnosis of Surgical Changes (Dariusz Dzielicki, Paweł Mikos, Krzysztof Dzielicki, Witold Lukas, Józef Dzielicki)....Pages 623-629 Digitized Records with Automatic Evaluation for Natural Family Planning and Hormonal Treatment (Zuzana Judáková, Ivana Gálová, Michal Gála, Ladislav Janoušek)....Pages 630-637 Design and Testing of Radiofrequency Instrument RONLINE (Alice Krestanova, Jan Kracmar, Milada Hlavackova, Jan Kubicek, Petr Vavra, Marek Penhaker et al.)....Pages 638-649 Back Matter ....Pages 651-653 "ITiB'2018 is the 6th Conference on Information Technology in Biomedicine, hosted every two years by the Department of Informatics & Medical Devices, Faculty of Biomedical Engineering, Silesian University of Technology. The Conference is organized under the auspices of the Committee on Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. The meeting has become an established event that helps to address the demand for fast and reliable technologies capable of processing data and delivering results in a user-friendly, timely and mobile manner. Many of these areas are recognized as research and development frontiers in employing new technology in the clinical setting. Technological assistance can be found in prevention, diagnosis, treatment, and rehabilitation alike. Homecare support for any type of disability may improve standard of living and make people's lives safer and more comfortable. The book includes the following sections: Ø Image Processing Ø Multimodal Imaging and Computer-aided Surgery Ø Computer-aided Diagnosis Ø Signal Processing and Medical Devices Ø Bioinformatics Ø Modelling & Simulation Ø Analytics in Action on the SAS Platform Ø Assistive Technologies and Affective Computing (ATAC) ." -- Springer "This book provides a comprehensive overview of advances in the field of medical data science, presenting carefully selected articles by leading information technology experts. Information technology, as a rapidly evolving discipline in medical data science, with significant potential in future healthcare, and multimodal acquisition systems, mobile devices, sensors, and AI-powered applications has redefined the optimization of clinical processes. This book features an interdisciplinary collection of papers that have both theoretical and applied dimensions, and includes the following sections: Medical Data Science Quantitative Data Analysis in Medical Diagnosis Data Mining Tools and Methods in Medical Applications Image Analysis Analytics in Action on SAS Platform Biocybernetics in Physiotherapy Signal Processing and Analysis Medical Tools & Interfaces Biomechanics and Biomaterials. As such, it is a valuable reference tool for scientists designing and implementing information processing tools used in systems that assist clinicians in patient care. It is also useful for students interested in innovations in quantitative medical data analysis, data mining, and artificial intelligence." -- prové de l'editor ITiB'2018 is the 6th Conference on Information Technology in Biomedicine, hosted every two years by the Department of Informatics & Medical Devices, Faculty of Biomedical Engineering, Silesian University of Technology. The Conference is organized under the auspices of the Committee on Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. The meeting has become an established event that helps to address the demand for fast and reliable technologies capable of processing data and delivering results in a user-friendly, timely and mobile manner. Many of these areas are recognized as research and development frontiers in employing new technology in the clinical setting. Technological assistance can be found in prevention, diagnosis, treatment, and rehabilitation alike. Homecare support for any type of disability may improve standard of living and make people's lives safer and more comfortable. The book includes the following sections: ɭage Processing ͵ltimodal Imaging and Computer-aided Surgery ïmputer-aided Diagnosis өgnal Processing and Medical Devices ©oinformatics ͯdelling & Simulation nalytics in Action on the SAS Platform ssistive Technologies and Affective Computing (ATAC)