001431879 000__ 04384cam\a2200661\a\4500 001431879 001__ 1431879 001431879 003__ OCoLC 001431879 005__ 20230309003409.0 001431879 006__ m\\\\\o\\d\\\\\\\\ 001431879 007__ cr\un\nnnunnun 001431879 008__ 200909s2021\\\\sz\\\\\\o\\\\\001\0\eng\d 001431879 019__ $$a1197837028$$a1253412737 001431879 020__ $$a9783030496661$$q(electronic bk.) 001431879 020__ $$a303049666X$$q(electronic bk.) 001431879 020__ $$a9783030496678$$q(print) 001431879 020__ $$a3030496678 001431879 020__ $$z3030496651 001431879 020__ $$z9783030496654 001431879 0247_ $$a10.1007/978-3-030-49666-1$$2doi 001431879 0248_ $$a10.1007/978-3-030-49 001431879 035__ $$aSP(OCoLC)1193331375 001431879 040__ $$aYDX$$beng$$epn$$cYDX$$dGW5XE$$dLQU$$dOCLCF$$dVT2$$dLIP$$dOCLCQ$$dOCLCO$$dOCLCQ 001431879 049__ $$aISEA 001431879 050_4 $$aR858$$b.I54 2020 001431879 08204 $$a610.285$$223 001431879 24500 $$aInformation technology in biomedicine /$$cEwa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek, editors. 001431879 260__ $$aCham :$$bSpringer,$$c[2021] 001431879 300__ $$a1 online resource 001431879 336__ $$atext$$btxt$$2rdacontent 001431879 337__ $$acomputer$$bc$$2rdamedia 001431879 338__ $$aonline resource$$bcr$$2rdacarrier 001431879 347__ $$atext file 001431879 347__ $$bPDF 001431879 4901_ $$aAdvances in intelligent systems and computing,$$x2194-5357 ;$$vv. 1186 001431879 500__ $$aIncludes author index. 001431879 5050_ $$aDeep Learning Approach to Subepidermal Low Echogenic Band Segmentation in High Frequency Ultrasound -- A Review of Clustering Methods in Microorganism Image Analysis -- MRFU-Net: A Multiple Receptive Field U-Net for Environmental Microorganism Image Segmentation -- Deep Learning Approach to Automated Segmentation of Tongue in Camera Images for Computer-Aided Speech Diagnosis -- 3-D Tissue Image Reconstruction from Digitized Serial Histologic Sections to Visualize Small Tumor Nests in Lung Adenocarcinomas -- The Influence of Age on Morphometric and Textural Vertebrae Features in Lateral Cervical Spine Radiographs -- Evaluation of Shape from Shading Surface Reconstruction Quality for Liver Phantom -- Pancreas and Duodenum -- Automated Organ Segmentation. 001431879 506__ $$aAccess limited to authorized users. 001431879 520__ $$aThe rapid and continuous growth in the amount of available medical information and the variety of multimodal content has created demand for a fast and reliable technology capable of processing data and delivering results in a user-friendly manner, whenever and wherever the information is needed. Multimodal acquisition systems, AI-powered applications, and biocybernetic support for medical procedures, physiotherapy and prevention have opened up exciting new avenues in terms of optimizing the healthcare system for the benefit of patients. This book presents a comprehensive study on the latest advances in medical data science and gathers carefully selected articles written by respected experts on information technology. Pursuing an interdisciplinary approach and addressing both theoretical and applied aspects, it chiefly focuses on: Artificial Intelligence Image Analysis Sound and Motion in Physiotherapy and Physioprevention Modeling and Simulation Medical Data Analysis Given its scope, the book offers a valuable reference tool for all scientists who deal with problems of designing and implementing information processing tools employed in systems that assist in patient diagnosis and treatment, as well as students who want to learn more about the latest innovations in quantitative medical data analysis, data mining, and artificial intelligence. 001431879 650_0 $$aMedical informatics. 001431879 650_0 $$aMedicine$$xData processing. 001431879 650_0 $$aBiotechnology$$xData processing. 001431879 650_0 $$aBiomedical engineering. 001431879 650_6 $$aMédecine$$xInformatique. 001431879 650_6 $$aBiotechnologie$$xInformatique. 001431879 650_6 $$aGénie biomédical. 001431879 655_0 $$aElectronic books. 001431879 7001_ $$aPiętka, Ewa. 001431879 7001_ $$aBadura, Paweł. 001431879 7001_ $$aKawa, Jacek. 001431879 7001_ $$aWieclawek, Wojciech. 001431879 77608 $$iPrint version:$$tInformation technology in biomedicine.$$dCham : Springer, [2021]$$z3030496651$$z9783030496654$$w(OCoLC)1153317663 001431879 830_0 $$aAdvances in intelligent systems and computing ;$$v1186. 001431879 852__ $$bebk 001431879 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-49666-1$$zOnline Access$$91397441.1 001431879 909CO $$ooai:library.usi.edu:1431879$$pGLOBAL_SET 001431879 980__ $$aBIB 001431879 980__ $$aEBOOK 001431879 982__ $$aEbook 001431879 983__ $$aOnline 001431879 994__ $$a92$$bISE