03192nam 2200481 450 991042769450332120210405212644.03-658-32594-110.1007/978-3-658-32594-7(CKB)5280000000246087(MiAaPQ)EBC6417052(DE-He213)978-3-658-32594-7(PPN)252506316(EXLCZ)99528000000024608720210405d2020 uy 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierDevelopment of clinical decision support systems using Bayesian networks with an example of a multi-disciplinary treatment decision for laryngeal cancer /Mario A. Cypko1st ed. 2020.Wiesbaden, Germany :Springer Vieweg,[2020]©20201 online resource (XIX, 148 p. 39 illus., 10 illus. in color.) 3-658-32593-3 Patient-specific Bayesian Network in a Clinical Environment -- TreLynCa: A Tumor Board Decision Model for Laryngeal Cancer -- Model Validation and Tools for Guided BN Modeling -- GUI for PSBN-based decision verification.For the development of clinical decision support systems based on Bayesian networks, Mario A. Cypko investigates comprehensive expert models of multidisciplinary clinical treatment decisions and solves challenges in their modeling. The presented methods, models and tools are developed in close and intensive cooperation between knowledge engineers and clinicians. In the course of this study, laryngeal cancer serves as an exemplary treatment decision. The reader is guided through a development process and new opportunities for research and development are opened up: in modeling and validation of workflows, guided modeling, semi-automated modeling, advanced Bayesian networks, model-user interaction, inter-institutional modeling and quality management. Contents Patient-specific Bayesian Network in a Clinical Environment TreLynCa: A Tumor Board Decision Model for Laryngeal Cancer Model Validation and Tools for Guided BN Modeling GUI for PSBN-based decision verification Target Groups Scientists and students in the field of medical informatics, computer science, medicine and psychology About the Author Dr.-Ing. Mario A. Cypko completed his PhD at the Computer Science department of the University of Leipzig, Germany. He was a postdoctoral research fellow in the Human Research Office of the European Space Agency in the Netherlands. He is currently a postdoctoral research assistant at the German Heart Center Berlin, Germany.Artificial intelligenceComputer ApplicationsKnowledge based SystemsArtificial intelligence.Computer Applications.Knowledge based Systems.006.3Cypko Mario A.913751MiAaPQMiAaPQMiAaPQBOOK9910427694503321Development of clinical decision support systems using Bayesian networks2047237UNINA01047nam0 22002651i 450 UON0050946720231205105450.74420220719d1963 |0itac50 barusRU|||| 1||||Obrazovanie rannefeodal'nogo gosudarstva v zapadnoj EvropeA. R. KorsunskijMoskvaMoskovskij Universitet1963186 p.21 cm.FeudalesimoStoriaUONC072651FIRUMoskvaUONL003152940Storia d'Europa21KORSUNSKIJAleksandr RafailovičUONV2877371590153Moskovskij UniversitetUONV248781650ITSOL20250606RICASIBA - SISTEMA BIBLIOTECARIO DI ATENEOUONSIUON00509467SIBA - SISTEMA BIBLIOTECARIO DI ATENEOSI EO DUOMO V 0004 SI SLA1616 5 0004 Obrazovanie rannefeodal'nogo gosudarstva v zapadnoj Evrope3900966UNIOR