{"product_id":"development-of-clinical-decision-support-systems-using-bayesian-networks-with-an-example-of-a-multi-disciplinary-treatment-decision-for-laryngeal-can-paperback","title":"Development of Clinical Decision Support Systems Using Bayesian Networks: With an Example of a Multi-Disciplinary Treatment Decision for Laryngeal Can - Paperback","description":"\u003cp\u003eby \u003cb\u003eMario A. Cypko\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003eFor 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.\u003c\/p\u003e\u003ch3\u003eBack Jacket\u003c\/h3\u003e\u003cp\u003eFor 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.\u003cbr\u003e\u003cb\u003eContents\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003ePatient-specific Bayesian Network in a Clinical Environment\u003c\/li\u003e\n\u003cli\u003eTreLynCa: A Tumor Board Decision Model for Laryngeal Cancer\u003c\/li\u003e\n\u003cli\u003eModel Validation and Tools for Guided BN Modeling\u003c\/li\u003e\n\u003cli\u003eGUI for PSBN-based decision verification\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eTarget Groups\u003c\/b\u003eScientists and students in the field of medical informatics, computer science, medicine and psychology\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cb\u003eDr.-Ing. Mario A. Cypko\u003c\/b\u003e 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.\u003cbr\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eDr.-Ing. Mario A. Cypko\u003c\/b\u003e 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.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 148\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.36 x 8.27 x 5.83 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 01, 2020\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51787144462624,"sku":"9783658325930","price":145.78,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/17b6aed9c83d2b5ca1660e77d5e342c6.webp?v=1780645360","url":"https:\/\/ebocreations.com\/products\/development-of-clinical-decision-support-systems-using-bayesian-networks-with-an-example-of-a-multi-disciplinary-treatment-decision-for-laryngeal-can-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}