LEADER 05034nam 22006495 450 001 9910484408103321 005 20200704130933.0 024 7 $a10.1007/978-3-030-23762-2 035 $a(CKB)4100000008525510 035 $a(DE-He213)978-3-030-23762-2 035 $a(MiAaPQ)EBC5799379 035 $a(PPN)243766548 035 $a(EXLCZ)994100000008525510 100 $a20190626d2019 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInformation Technology in Biomedicine /$fedited by Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (XII, 653 p. 264 illus., 202 illus. in color.) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5357 ;$v1011 311 $a3-030-23761-3 311 $a3-030-23762-1 327 $aChapter 1. Functional Thermal Imaging of Skin Tissue Using the Discrete Thermal Time Constants Spectrum -- Chapter 2.Contextual Classi?cation of Tumor Growth Patterns in Digital Histology Slides -- Chapter 3. Cervical Histopathology Image Classi?cation Using Ensembled Transfer Learning -- Chapter 4. Functional Kidney Analysis Based on Textured DCE-MRI Images -- Chapter 5. Incorporating Patient Photographs in the Radiology Image Acquisition & Interpretation Process -- Chapter 6. Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-beam CT Scanners -- Chapter 7. Deformable Mesh for Regularization of Three-Dimensional Image Registration -- Chapter 8. Simulator for Modelling Confocal Microscope Distortions -- Chapter 9. Electromyography Based Translator of the Polish Sign Language -- Chapter 10. Electrooculography Application in Vision Therapy Using Smart Glasses -- Chapter 11.Assessment of Muscle Fatigue, Strength and Muscle Activation During Exercises with the Usage of Robot Luna EMG, Among Patients with Multiple Sclerosis. 330 $aThis book provides a comprehensive overview of advances in the field of medical data science, presenting carefully selected articles by leading information technology experts. Information technology, as a rapidly evolving discipline in medical data science, with significant potential in future healthcare, and multimodal acquisition systems, mobile devices, sensors, and AI-powered applications has redefined the optimization of clinical processes. This book features an interdisciplinary collection of papers that have both theoretical and applied dimensions, and includes the following sections: Medical Data Science Quantitative Data Analysis in Medical Diagnosis Data Mining Tools and Methods in Medical Applications Image Analysis Analytics in Action on SAS Platform Biocybernetics in Physiotherapy Signal Processing and Analysis Medical Tools & Interfaces Biomechanics and Biomaterials. As such, it is a valuable reference tool for scientists designing and implementing information processing tools used in systems that assist clinicians in patient care. It is also useful for students interested in innovations in quantitative medical data analysis, data mining, and artificial intelligence. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5357 ;$v1011 606 $aComputational intelligence 606 $aBiomedical engineering 606 $aHealth informatics 606 $aArtificial intelligence 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aBiomedical Engineering and Bioengineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T2700X 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/I23060 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 615 0$aComputational intelligence. 615 0$aBiomedical engineering. 615 0$aHealth informatics. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aBiomedical Engineering and Bioengineering. 615 24$aHealth Informatics. 615 24$aHealth Informatics. 615 24$aArtificial Intelligence. 676 $a006.3 676 $a610.285 702 $aPietka$b Ewa$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBadura$b Pawel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKawa$b Jacek$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aWieclawek$b Wojciech$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a9910484408103321 996 $aInformation Technology in Biomedicine$92844447 997 $aUNINA