IFMBE Proceedings Volume 88
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IFMBE Proceedings Volume 88 Series Editor Ratko Magjarevic, Faculty of Electrical Engineering and Computing, ZESOI, University of Zagreb, Zagreb, Croatia Associate Editors Piotr Ładyżyński, Warsaw, Poland Fatimah Ibrahim, Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia Igor Lackovic, Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia Emilio Sacristan Rock, Mexico DF, Mexico
The IFMBE Proceedings Book Series is an official publication of the International Federation for Medical and Biological Engineering (IFMBE). The series gathers the proceedings of various international conferences, which are either organized or endorsed by the Federation. Books published in this series report on cutting-edge findings and provide an informative survey on the most challenging topics and advances in the fields of medicine, biology, clinical engineering, and biophysics. The series aims at disseminating high quality scientific information, encouraging both basic and applied research, and promoting world-wide collaboration between researchers and practitioners in the field of Medical and Biological Engineering. Topics include, but are not limited to: • Diagnostic Imaging, Image Processing, Biomedical Signal Processing • Modeling and Simulation, Biomechanics • Biomaterials, Cellular and Tissue Engineering • Information and Communication in Medicine, Telemedicine and e-Health • Instrumentation and Clinical Engineering • Surgery, Minimal Invasive Interventions, Endoscopy and Image Guided Therapy • Audiology, Ophthalmology, Emergency and Dental Medicine Applications • Radiology, Radiation Oncology and Biological Effects of Radiation IFMBE proceedings are indexed by SCOPUS, EI Compendex, Japanese Science and Technology Agency (JST), SCImago. Proposals can be submitted by contacting the Springer responsible editor shown on the series webpage (see “Contacts”), or by getting in touch with the series editor Ratko Magjarevic. More information about this series at https://link.springer.com/bookseries/7403
Simona Vlad Nicolae Marius Roman
•
Editors
7th International Conference
on Advancements
of Medicine and Health Care
through Technology
Proceedings of MEDITECH-2020,
13–15 October 2020
123Editors Simona Vlad Nicolae Marius Roman Faculty of Electrical Engineering Faculty of Electrical Engineering Technical University of Cluj-Napoca Technical University of Cluj-Napoca Cluj-Napoca, Romania Cluj-Napoca, Romania ISSN 1680-0737 ISSN 1433-9277 (electronic) IFMBE Proceedings ISBN 978-3-030-93563-4 ISBN 978-3-030-93564-1 (eBook) https://doi.org/10.1007/978-3-030-93564-1 © The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, expressed or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface
The 7th “Conference on Advancements of Medicine and Health Care through
Technology” – MediTech 2020 took place in Cluj-Napoca in October 13th–15th,
2020 was and held online.
The MediTech conferences are part of a series of conferences organized by the
“Romanian National Society for Medical Engineering and Biological
Technology” under the auspices of the “International Federation for Medical and
Biological Engineering,” which take place every two years, on even years, in
Cluj-Napoca, Romania, being one of the most important scientific events in the
region, in this field.
The MediTech 2020 conference was co-organized by representatives of the
academic and medical environment, namely the Technical University of
Cluj-Napoca, the “Iuliu Haţieganu” University of Medicine and Pharmacy of
Cluj-Napoca and “Dr. Constantin Papilian” Military Emergency Hospital
Cluj-Napoca, Romania. It was attended by over 75 guests from Romania and
abroad, who presented their latest research results in medical and technical uni-
versities, in clinics and hospitals, or from the field of clinical engineering and
medical devices.
We were honored to have Kang-Ping Lin, Distinguished Professor, at the
Chung-Yuan Christian University, Taiwan, and IFMBE Secretary-General attend
our conference for the third time in a row and delivered a speech during the opening
ceremony. We were also honored to welcome Dr. Christoph Baumann, Editorial
Director, Springer Nature, among our guests.
We proved once again that this conference is a good opportunity for all the
participants from the academic, technical and medical fields to exchange ideas,
knowledge and achievements in the extremely important field of medical
engineering.
I would especially like to thank Distinguished Professor Ratko Magjarevic, Vice
President of IFMBE, for his support regarding the publication of the conference’s
papers and for his kind words regarding our conference, organized by the Romanian
National Society for Medical Engineering and Biological Technology, the technical
and medical universities and a renowned hospital unit.
vvi Preface
In the end, we would like to kindly thank all the participants, speakers, aca-
demics, researchers, doctors, sponsors and members of the scientific and organizing
committees for their hard work and dedication.
Please visit our Web site for more information https://snimtb.ro/.
Nicolae Marius Roman
Conference Chair, President of R.N.S.M.E.B.T.Organization
Organizers
Romanian National Society for Medical Engineering and Biological Technology
Technical University of Cluj-Napoca, Romania
“Iuliu Haţieganu” University of Medicine and Pharmacy Cluj-Napoca, Romania
Partner
Dr. Constantin Papilian Military Emergency Hospital, Cluj-Napoca,
Romania
Conference Chair
Nicolae Marius Roman Romanian National Society for Medical
Engineering and Biological Technology
Honorary Chair
Radu Vasile Ciupa Romanian National Society for Medical
Engineering and Biological Technology
Scientific Advisory Committee
Ancuta-Coca Abrudan (RO) Mariana Constantiniuc (RO)
Laura Bacali (RO) Cecilia Cristea (RO)
Doina Baltaru (RO) Paul Farago (RO)
Maria Beudean (RO) Anca Galaction (RO)
Lelia Ciontea (RO) Monica Gavris (RO)
Radu Ciorap (RO) Stefan Gergely (RO)
Radu V. Ciupa (RO) Zoltan German-Sallo (RO)
viiviii Organization Laura Grindei (RO) Radu A. Munteanu (RO) Sorin Hintea (RO) Anca I. Nicu (RO) Rodica Holonec (RO) Maria Olt (RO) Ioan Jivet (RO) Tudor Palade (RO) Mihaela-Ruxandra Lascu (RO) Doina Pasla (RO) Mircea Leabu (RO) Sever Pasca (RO) Kang-Ping Lin (TW) Alessandro Pepino (IT) Angela Lungu (RO) Petre G. Pop (RO) Eugen Lupu (RO) Dan V. Rafiroiu (RO) Dan Mandru (RO) Nicolae-Marius Roman (RO) Alma Maniu (RO) Corneliu Rusu (RO) Winfried Mayr (A) Adrian Samuila (RO) Amalia Mesaros (RO) Dan I. Stoia (RO) Bogdan Micu (RO) Mihai Tarata (RO) Dan D. Micu (RO) Marina Topa (RO) Dan L. Milici (RO) Vasile Topa (RO) Alexandru Morega (RO) Doru Ursutiu (RO) Mihaela Morega (RO) Liliana Verestiuc (RO) Marius Muji (RO) Radu C. Vlad (RO) Calin Munteanu (RO) Simona Vlad (RO) Mihai S. Munteanu (RO) Dan Zaharia (RO) Local Organizing Committee Radu V. Ciupa Anca I. Nicu Levente Czumbil Maria Olt Rodica Holonec Sever Pasca Angela Lungu Dan V. Rafiroiu Alma Maniu Nicolae Marius Roman Bogdan Micu Adrian Samuila Calin Munteanu Marina Topa Mihai S. Munteanu Simona Vlad Speakers at the Opening Ceremony Radu Vasile Ciupa, Honorary chair - Romanian National Society for Medical Engineering and Biological Technology Mihaela Băciuţ, vice-rector “Iuliu Haţieganu” University of Medicine and Pharmacy, Cluj-Napoca, Romania Doina Pîslă, vice-rector Technical University of Cluj-Napoca, Romania Doina Baltaru, commander of “Dr. Constantin Papilian” Emergency Military Hospital Cluj-Napoca, Romania Kang-Ping Lin, IFMBE Secretary-General, Chung-Yuan Christian University, Taiwan
Organization ix Christoph Baumann, Editorial Director, Springer Nature Nicolae Marius Roman, Conference Chair, Romanian National Society for Medical Engineering and Biological Technology Invited Speakers Kang-Ping Lin, IFMBE Secretary-General, Chung-Yuan Christian University, Taiwan, Potentials and Challenges of Healthcare AI Technology for Medical Devices Winfried Mayr, Medical University of Vienna, Austria, The roll of electrical parameters and electrodes in FES supported motor control Ramon Pallàs Areny, Universitat Politècnica de Catalunya (BarcelonaTech), Spain, Capacitive electrodes for bioelectric signals: solution or chimera? Lucio Tommaso De Paolis, University of Salento, Italy, How Augmented Reality is Transforming Medical Imaging Doru Ursuţiu, “Transilvania” University of Braşov, Romania, Virtual Instrumentation, Reconfigurable Systems, from IoT to Medical IoT Valentin Oprea, “Dr. Constantin Papilian” Military Emergency Hospital Cluj-Napoca, Romania, A rationale for tension measurement in abdominal wall hernia repair Dan L. Dumitrașcu, “Iuliu Haţieganu” University of Medicine and Pharmacy, Cluj-Napoca, Romania, Breath test applications in gastroenterology Alessandro Pepino, University of Naples “Federico II,” Italy, How Simulation can support covid-19 challenges in medical education Thierry Marchal, Ansys, Inc. & Avicenna Alliance, The role of in silico technologies for medical innovation, testing and regulatory approval: illustrations with implantable devices, wearables and cancer treatments. Rahul Bharadwaj, VP of Engineering and Business Development at ESSS, Multiscale and Multiphysics Simulation Approach for Increased Productivity in Tablet Manufacturing Tony Ward, University of York, England, Can Higher Education ever meet the requirements industry has in graduates? Mircea Gelu Buta, “Babeş-Bolyai” University of Cluj-Napoca, Romania, The Disenchantment of Medicine Paula Pavel, “Dr. Constantin Papilian” Military Emergency Hospital Cluj-Napoca, Romania, Available Diagnostic Methods of Deformities in the Diabetic Foot
x Organization Sponsors INAS SA Farmec SA Tehno Industrial SA Laitek Medical Software, Romania HQ Medical Technologies Infinity SRL Cefmur SA Chairmen Radu Ciorap Calin Munteanu Radu Vasile Ciupa Anca Iulia Nicu Laura Grindei Tudor Palade Rodica Holonec Andra Păstrăv Eugen Lupu Nicolae Marius Roman Dan Mandru Adrian Samuila Mihai Stelian Munteanu Marina Topa Radu Adrian Munteanu Simona Vlad Media Partners TVR Cluj Radio Romania Cluj
Contents
Medical Devices, Measurements and Instrumentation;
Biomedical Signal Processing
A Matlab Simulation Platform for a Biometric Identification System
Based on ECG Fiducial Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Claudia Cordoș, Paul Faragó, Sorin Hintea, and Călin Fărcaș
A Study on ECG Denoising Using Wiener Filter . . . . . . . . . . . . . . . . . . 9
Laura Mihăilă, Paul Faragó, Călin Fărcaș, and Sorin Hintea
Correlation of Electric EEG and VEP Signals in Normal
Neuro-Physiological Brain Activity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18
Nicolae Stelian Stanciu
Information Theory-Based Methods in HRV Analysis . . . . . . . . . . . . . . 27
Zoltán Germán-Salló
Margin Pruning Adaboost Classification with Nature Inspired
Optimization for Alcoholic EEG Classification . . . . . . . . . . . . . . . . . . . . 35
Harikumar Rajaguru and Sunil Kumar Prabhakar
Hand Movements Monitoring Device for Post Paresis
Recovery Process . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 45
Titus E. Crisan, Madalin I. Ardelean, Bogdan Tebrean,
and Radu A. Munteanu
Monitoring of Respiratory Parameters During Wearing Medical
Masks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55
Doru Andritoi, Radu Ciorap, and Catalina Luca
The Incubation Time Effects on the Precision and Accuracy of the
Glycated Hemoglobin . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 61
Manole-Stefan Niculescu, Adriana Florescu, and Pasca Sever
xixii Contents Consideration Regarding the Implementation of a System for Monitoring a Person in the Office . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 69 Mihaela Pavăl, Mihai Cenușă, and Dan Laurențiu Milici The Influence of Electromagnetic Waves Emitted by PIFA Antennas on the Human Head . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 77 Claudia Constantinescu, Claudia Pacurar, Adina Giurgiuman, Calin Munteanu, Sergiu Andreica, and Razvan Gliga Biomedical Imaging and Image Processing Fractal Dimension Box-Counting Algorithm Optimization Through Integral Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 95 Mircea-Sebastian Șerbănescu Exploring Two Deep Learning Based Solutions for Improving Endoscopy Artifact Detection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 102 Radu Razvan Slavescu, Ioan Catalin Sporis, Kriszta Gombos, and Kinga Cristina Slavescu HCC Recognition Within B-Mode and CEUS Images Using Traditional and Deep Learning Techniques . . . . . . . . . . . . . . . . . . . . . . 113 Delia Mitrea, Cosmina Mendoiu, Paulina Mitrea, Sergiu Nedevschi, Monica Lupşor-Platon, Magda Rotaru, and Radu Badea Modified Adam to Update Control Parameters of Crow Search Algorithm in Transformation Technique Based Dementia MRI Image Classification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 121 N. Bharanidharan and Harikumar Rajaguru Automatic Detection of Diabetic Retinopathy Using Image Processing Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 132 Mihai Ciobancă, Simina Emerich, and Mircea Giurgiu Improvement of the in vitro Pig Mandible Periodontal Tissue Images Quality Recorded by an OCT Handheld in 1200–1400 nm Infrared Domain: A Preliminary Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143 Florin Toadere, Nicoleta Tosa, Mindra Eugenia Badea, Andreea Miron, Victor Cebotari, Valer Tosa, Ioan Turcu, and Radu Chifor Voting Based CAD Model for Breast Cancer Classification . . . . . . . . . . 151 S. R. Sannasi Chakravarthy and Harikumar Rajaguru Detection of Liver Cirrhosis in Ultrasonic Images from GLCM Features and Classifiers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 161 R. Karthikamani and Harikumar Rajaguru
Contents xiii Telemedicine and Health Care Information Systems Audio Events Detection to Help TIAGo to Act as a Medical Robot . . . . 175 Lorena Muscar and Lacrimioara Grama Horse Optimization Algorithm Based Recurrent Neural Network Method for Epileptic Seizures Classification . . . . . . . . . . . . . . . . . . . . . . 183 Dorin Moldovan Binary Cat Swarm Optimization Feature Selection and Machine Learning Based Ensemble for the Classification of the Daily Living Activities of the Elders . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 191 Dorin Moldovan, Ionut Anghel, Tudor Cioara, Cristina Pop, Viorica Chifu, and Ioan Salomie Quick Response in the SARS-COV-2 Context. How to Build up a Patient Video Monitoring System in Two days . . . . . . . . . . . . . . . . . . . . 199 Horia Hedesiu and Dan Blendea Automatic Liver and Hepatic Tumors Segmentation in CT Images Using Convolutional Neural Networks . . . . . . . . . . . . . . . . . . . . . . . . . . 207 Alina S. Danciu, Simona Vlad, and Marius Leordeanu Brain Tumors Detection Using Convolutional Neural Networks . . . . . . 217 Catalina Maghiar, Viorica Rozina Chifu, Cristina Bianca Pop, and Emil Ṣtefan Chifu Machine Learning for Fatigue Estimation and Prediction “An Introduction Study” . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226 Lilia Aljihmani, Doru Ursutiu, Samoila Cornel, and Khalid Qaraqe Wireless Sensor Networks for Healthcare Monitoring . . . . . . . . . . . . . . 232 Ioana Borz, Tudor Palade, Emanuel Puschita, Paul Dolea, and Andra Pastrav Smart House Control Using Hand Gestures Recognition LabVIEW Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 240 Rodica Holonec, Simona Vlad, Nicolae M. Roman, and Laszlo Rapolti Using Probabilistic Functional Dependencies for Determining Correlations in Skewed Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 250 Luminita Ioana Loga(Iancu), Gabriel Cristian Dragomir-Loga, and Lucia Dican Towards Detecting Fake Medical Content on the Web with Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259 Radu Razvan Slavescu, Florina-Ionela Pop, and Kinga Cristina Slavescu Prototype Music Recommendation System – Preliminary Results in Using Music as Therapy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267 Cristina Simina Ciubăncan, Laura-Nicoleta Ivanciu, and Emilia Șipoș
xiv Contents A Game-Theoretic Analysis of the Recurrent Patient-Doctor Interaction Using Genetic Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . . 274 Paul Faragó, Mihaela Cîrlugea, Sorin Hintea, and Călin Fărcaș A System Proposal for Collecting Medical Data from Heterogeneous Sensors Using Software-Defined Networks . . . . . . . . . . . . . . . . . . . . . . . 282 Sorin Buzura, Bogdan Iancu, and Vasile Teodor Dadarlat The Building of Telemedicine Platforms . . . . . . . . . . . . . . . . . . . . . . . . . 290 Cornelia Melenti, Bianca-Maria Dobrescu, and Ovidiu Florin Coza Biomechanics, Robotics and Rehabilitation Design of a Pet-Like Assistive Robot for Elderly People . . . . . . . . . . . . 301 Alexandru Ianoși-Andreeva-Dimitrova, Alis-Maria Maier, and Dan-Silviu Mândru Concept of Robotic System for Assistance/Rehabilitation of Persons with Motor Disabilities . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 308 Claudiu Schonstein and Aurora Felicia Cristea Sensitivity to Mechanical Vibrations, Methods of Attenuation . . . . . . . . 321 Aurora Felicia Cristea Studies Regarding Vibration Transmitted, Using an Additional Damper, Mounted an the Hand-Arm System . . . . . . . . . . . . . . . . . . . . . 331 Aurora Felicia Cristea and Claudiu Schonstein Programing a Robotic Ambulance with Virtual Reality . . . . . . . . . . . . . 344 Andrei Lavinia, Oniga Tudor, and Chindea Viorel Current Trends in Assistive Upper-Limb Rehabilitation Devices . . . . . . 355 Anca Iulia NICU and Claudia Steluta Martis Health Technology Assessment; Clinical Engineering Assessment; Miscellaneous Topics Numerical Study on Electropermeabilization of Cell Membranes in Sine-Wave Electric Field of Variable Frequency . . . . . . . . . . . . . . . . 365 A. M. Sandu, M. A. Ungureanu, M. Morega, V. L. Călin, M. G. Moisescu, I. A. Paun, and M. Mihailescu On the Design of an Isolated Booth for Tuberculosis Sample Collection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 374 Ionut Ulinici, Ferenc Puskas, Bogdan Gherman, Cecilia Roman, Iosif Birlescu, and Doina Pisla
Contents xv Study on the Prevention of the Installation of Physical Deficiency Scoliosis in Children of Prepubertan Age . . . . . . . . . . . . . . . . . . . . . . . . 382 Vizitiu Elena, Constantinescu Mihai, Dan Laurențiu Milici, and Vicoveanu Dragoș Assessment of Magnetic Fields Produced in Clinical Environment “Operating Rooms” . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 388 Hussain Alnamir Indoor Air Quality Monitoring System for Healthcare Facilities . . . . . . 399 Adela Puscasiu, Alexandra Fanca, Honoriu Valean, Dan-Ioan Gota, Ovidiu Stan, Nicolae M. Roman, Iulia Clitan, and Vlad Muresan Automated Sorting of Pharmaceutical Waste Using Machine Vision Technology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 409 Laszlo Rapolti, Rodica Holonec, Laura Grindei, and Oana Viman Pain Points in the Experiences of Diabetes Patients with Ambulatory Care. An Analysis of Patients Fears and Recommendations for Service Improvement in Romania . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 417 Madalina-Alexandra Cotiu, Anca Constantinescu-Dobra, and Adrian Sabou Are Electrical and Hybrid Vehicles Safe for Human Health? . . . . . . . . 424 Madalina-Alexandra Cotiu, Anca Constantinescu-Dobra, and Claudia Steluta Martis Using an Unsupervised Neural Network to Detect and Categorize Offensive Language in Social Media . . . . . . . . . . . . . . . . . . . . . . . . . . . . 432 Emil Stefan Chifu, Viorica Rozina Chifu, and Ana-Maria Costea Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 443
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