Medical Informatics and Data Analysis

• Weitere Verfasser: Nieminen, Pentti (Herausgegeben von)
• Format: Elektronisch Buchkapitel
• Sprache: Englisch
• Veröffentlicht: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2021
• Schlagworte: Medicine; modified stretched exponential function; age-dependent stretched exponent; characteristic life; maximum lifespan; South Korean female; Long-term care (LTC); importance-satisfaction (I-S) model; performance evaluation matrix (PEM); service quality performance matrix (SQPM); voice of customer (VOC); vocal fatigue; vocal distance dose; neck surface accelerometer; medical informatics; statistical computing; data analysis; retirement threshold; decision support system; heuristic approach; surgery scheduling; software tool; case study; prostate cancer; castration-resistant prostate cancer; deep learning; phased long short-term memory; statistics; reporting; data presentation; publications; medicine; health care; ICD coding; hierarchical classification; electronic healthcare; data mining; data anonymization; health; cervical injury; neck pain; inertial sensors; Active Contour Models; snake segmentation; GVF; prostate imaging; biostatistics; GLM; skewed data; t-test; Type I error; power simulation; Monte Carlo; deep belief network; heart disease diagnosis; sparse FCM; bird swarm algorithm; mathematical models; Iterative simulation; compartmental model; diabetes control; mobile assistant; n/a
• Online-Zugang: DOAB: download the publication; DOAB: description of the publication

During recent years, the use of advanced data analysis methods has increased in clinical and epidemiological research. This book emphasizes the practical aspects of new data analysis methods, and provides insight into new challenges in biostatistics, epidemiology, health sciences, dentistry, and cli...