LEADER 04536nam a22005415i 4500001 99125540882406421 005 20230717184712.0 006 m o d | 007 cr cnu|||||||| 008 220618s2022 sz | o |||| 0|eng d 020 3-031-09135-3 024 7 10.1007/978-3-031-09135-3 |2doi 035 (MiAaPQ)EBC7019573 035 (Au-PeEL)EBL7019573 035 (CKB)23931923100041 035 EBL7019573 035 (AU-PeEL)EBL7019573 035 (DE-He213)978-3-031-09135-3 035 (PPN)267814445 035 (EXLCZ)9923931923100041 040 MiAaPQ |beng |erda |epn |cMiAaPQ |dMiAaPQ 050 4 TP248.25.A96 |b.I546 2022 072 7 UYQ |2bicssc 072 7 TEC009000 |2bisacsh 072 7 UYQ |2thema 082 0 660.60285 |223 082 610.285 245 10 Information Technology in Biomedicine : |b9th International Conference, ITIB 2022 Kamień Śląski, Poland, June 20–22, 2022 Proceedings / |cedited by Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek. 250 1st ed. 2022. 264 1 Cham : |bSpringer International Publishing : |bImprint: Springer, |c2022. 300 1 online resource (552 pages) 336 text |btxt |2rdacontent 337 computer |bc |2rdamedia 338 online resource |bcr |2rdacarrier 490 1 Advances in Intelligent Systems and Computing, |x2194-5365 ; |v1429 500 Description based upon print version of record. 504 Includes bibliographical references and index. 505 0 Classifying Changes in Motion Behaviour Due to a Hospital Stay Using Floor Sensor Data – a Single Case Study -- Cloud-Based System for Vital Data Recording at Patients’ Home -- Tele-BRAIN Diagnostics Support System for Cognitive Disorders in Parkinson’s Patients -- EEG Signal and Deep Learning Approach in Evaluation of Cognitive Declines in Parkinson’s Disease -- Construction of a Cephalometric Image Based on Magnetic Resonance Imaging Data -- A Revealed Imperfection in Concept Drift Correction in Metabolomics Modeling -- The Influence of Low-Intensity Pulsed Ultrasound (LIPUS) on the Properties of PLGA Biodegradable Polymer Coatings on Ti6Al7Nb Substrate. 520 This book presents a comprehensive study in the field of advances in medical data science and contains carefully selected articles contributed by experts of information technology. Continuous growth of the amount of medical information and the variety of multimodal content necessitates the demand for a fast and reliable technology able to process data and deliver results in a user-friendly manner at the time and place the information is needed. Computational approaches for understanding human complexity, AI-powered applications in image and signal processing, bioinformatics, sound and motion as activity stimulus, joint activities in biomedical engineering and physiotherapy, disorder in children, selected comparative studies give new meaning to optimization of the functional requirements of the healthcare system for the benefit of the patients. It is an interdisciplinary collection of papers that have both theoretical and applied dimensions. It includes the following research areas: Computational methods for understanding human complexity Image and signal analysis Multidimensional medical data analysis Sound and motion Joint activities in biomedical engineering and physiotherapy This book is a great reference tool for scientists who deal with problems of designing and implementing information processing tools employed in systems that assist the clinicians, radiologists, and physiotherapists in patient diagnosis and treatment. It also serves students in exploring innovations in quantitative medical data analysis, data mining, and artificial intelligence. 650 0 Computational intelligence. 650 0 Biomedical engineering. 650 0 Medical informatics. 650 14 Computational Intelligence. 650 24 Biomedical Engineering and Bioengineering. 650 24 Health Informatics. 776 08 |iPrint version:Pietka, Ewa |tInformation Technology in Biomedicine |dCham : Springer International Publishing AG,c2022 |z9783031091346 700 1 Piętka, Ewa, |eeditor. 830 0 Advances in Intelligent Systems and Computing, |x2194-5365 ; |v1429 906 BOOK