Medical Informatics and Data Analysis

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...

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Publicado: MDPI - Multidisciplinary Digital Publishing Institute 2021
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Acceso en liña:ONIX_20210501_9783036500980_168
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collection Directory of Open Access Books
description 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 clinical medicine. This book provides a readable text, giving advice on the reporting of new data analytical methods and data presentation. The book consists of 13 articles. Each article is self-contained and may be read independently according to the needs of the reader. The book is essential reading for postgraduate students as well as researchers from medicine and other sciences where statistical data analysis plays a central role.
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publishDate 2021
publishDateRange 2021
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publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-684222024-03-30T23:23:01Z Medical Informatics and Data Analysis Nieminen, Pentti 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 thema EDItEUR::M Medicine and Nursing 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 clinical medicine. This book provides a readable text, giving advice on the reporting of new data analytical methods and data presentation. The book consists of 13 articles. Each article is self-contained and may be read independently according to the needs of the reader. The book is essential reading for postgraduate students as well as researchers from medicine and other sciences where statistical data analysis plays a central role. 2021-05-01T15:09:21Z 2021-05-01T15:09:21Z 2021 book ONIX_20210501_9783036500980_168 9783036500980 9783036500997 https://directory.doabooks.org/handle/20.500.12854/68422 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/3438 https://mdpi.com/books/pdfview/book/3438 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-0099-7 10.3390/books978-3-0365-0099-7 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036500980 9783036500997 250 Basel, Switzerland open access
spellingShingle 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
thema EDItEUR::M Medicine and Nursing
Medical Informatics and Data Analysis
title Medical Informatics and Data Analysis
title_full Medical Informatics and Data Analysis
title_fullStr Medical Informatics and Data Analysis
title_full_unstemmed Medical Informatics and Data Analysis
title_short Medical Informatics and Data Analysis
title_sort medical informatics and data analysis
topic 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
thema EDItEUR::M Medicine and Nursing
topic_facet 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
thema EDItEUR::M Medicine and Nursing
url ONIX_20210501_9783036500980_168