LEADER 04540nam 22006375 450 001 9910578693403321 005 20230717184712.0 010 $a3-031-09135-3 024 7 $a10.1007/978-3-031-09135-3 035 $a(MiAaPQ)EBC7019573 035 $a(Au-PeEL)EBL7019573 035 $a(CKB)23931923100041 035 $aEBL7019573 035 $a(AU-PeEL)EBL7019573 035 $a(DE-He213)978-3-031-09135-3 035 $a(PPN)267814445 035 $a(EXLCZ)9923931923100041 100 $a20220618d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation Technology in Biomedicine $e9th International Conference, ITIB 2022 Kamie? ?l?ski, Poland, June 20?22, 2022 Proceedings /$fedited by Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (552 pages) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1429 300 $aDescription based upon print version of record. 311 08$aPrint version: Pietka, Ewa Information Technology in Biomedicine Cham : Springer International Publishing AG,c2022 9783031091346 320 $aIncludes bibliographical references and index. 327 $aClassifying 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. 330 $aThis book presents a comprehensive study in the field of advances in medical data science and contains carefully selected articles contributed by experts of information technology. Continuous growth of the amount of medical information and the variety of multimodal content necessitates the demand for a fast and reliable technology able to process data and deliver results in a user-friendly manner at the time and place the information is needed. Computational approaches for understanding human complexity, AI-powered applications in image and signal processing, bioinformatics, sound and motion as activity stimulus, joint activities in biomedical engineering and physiotherapy, disorder in children, selected comparative studies give new meaning to optimization of the functional requirements of the healthcare system for the benefit of the patients. It is an interdisciplinary collection of papers that have both theoretical and applied dimensions. It includes the following research areas: Computational methods for understanding human complexity Image and signal analysis Multidimensional medical data analysis Sound and motion Joint activities in biomedical engineering and physiotherapy This book is a great reference tool for scientists who deal with problems of designing and implementing information processing tools employed in systems that assist the clinicians, radiologists, and physiotherapists in patient diagnosis and treatment. It also serves students in exploring innovations in quantitative medical data analysis, data mining, and artificial intelligence. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1429 606 $aComputational intelligence 606 $aBiomedical engineering 606 $aMedical informatics 606 $aComputational Intelligence 606 $aBiomedical Engineering and Bioengineering 606 $aHealth Informatics 615 0$aComputational intelligence. 615 0$aBiomedical engineering. 615 0$aMedical informatics. 615 14$aComputational Intelligence. 615 24$aBiomedical Engineering and Bioengineering. 615 24$aHealth Informatics. 676 $a660.60285 676 $a610.285 702 $aPie?tka$b Ewa 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910578693403321 996 $aInformation Technology in Biomedicine$92844447 997 $aUNINA