Features of Personalized Psychiatry Big Data Analytics in Mental Health PDF
This book integrates the concepts of big data analytics into mental health practice and research. Mental disorders represent a public health challenge of staggering proportions. According to the most recent Global Burden of Disease study, psychiatric disorders constitute the leading cause of years lost to disability. The high morbidity and mortality related to these conditions are proportional to the potential for overall health gains if mental disorders can be more effectively diagnosed and treated. In order to fill these gaps, analysis in science, industry, and government seeks to use big data for a variety of problems, including clinical outcomes and diagnosis in psychiatry. Multiple mental healthcare providers and research laboratories are increasingly using large data sets to fulfill their mission. Briefly, big data is characterized by high volume, high velocity, variety and veracity of information, and to be useful it must be analyzed, interpreted, and acted upon. As such, focus has to shift to new analytical tools from the field of machine learning that will be critical for anyone practicing medicine, psychiatry and behavioral sciences in the 21st century. Big data analytics is gaining traction in psychiatric research, being used to provide predictive models for both clinical practice and public health systems. As compared with traditional statistical methods that provide primarily average group-level results, big data analytics allows predictions and stratification of clinical outcomes at an individual subject level. Personalized Psychiatry – Big Data Analytics in Mental Health provides a unique opportunity to showcase innovative solutions tackling complex problems in mental health using big data and machine learning. It represents an interesting platform to work with key opinion leaders to document current achievements, introduce new concepts as well as project the future role of big data and machine learning in mental health. Personalized Psychiatry Big Data Analytics in Mental Health PDF
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Description of Personalized Psychiatry Big Data Analytics in Mental Health PDF
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Benson Mwangi, PhD is an assistant professor at the University of Texas Health Science Center at Houston (UTHealth) – Houston, Texas USA. He graduated with a Bachelor’s degree in Computer Science from Uganda – East Africa and then completed a 2-year European MSc in computer vision and robotics at Heriot-Watt University – United Kingdom, the University of Girona – Spain and University of Burgundy – France. In August 2012 he was awarded a PhD by the University of Dundee – United Kingdom with a specific focus on machine learning in psychiatric neuroimaging. He has co-authored a total of 63 journal publications, a significant number of which used advanced machine learning algorithms to examine the pathophysiology of major psychiatric disorders. In addition, many of his publications have focused on clinical outcomes such as predicting suicidality using routine clinical data, individualized disease classification and decoding clinical scores from magnetic resonance images and development of individualized human brain maturation trajectories.
Flávio Kapczinski, MD, PhD is a leader in the field of research on bipolar disorder and a full professor of psychiatry at McMaster University. His laboratories in Brazil and, following a recent move, at McMaster University – Hamilton, ON, Canada – have produced a wealth of research supporting the existence of a low-grade immune activation during mood episodes, and has pioneered the field of oxidative stress research in mood disorders, laying the foundation for new interventions such as the use of N-Acetylcisteine. His work has also provided the basis for the concept of neuroprogression and the development of a clinical staging system that advances our understanding of the pathophysiology of bipolar disorder and will lead to the development of new, stage-specific treatment approaches. Dr. Kapczinski has also been a very prolific mentor, with several former trainees currently occupying important academic positions worldwide. Currently he is among the three most productive researchers in the field of bipolar disorder, and among the five most influential researchers in psychiatry in Canada. In 2013, Dr. Kapczinski received the Mogens Schou Prize for Education from the International Society of bipolar disorders. Clarivate Inc (formerly Thomson Reuters) lists Dr. Kapczinski among the most influential minds in Academia. He has a total of 450 peer-reviewed articles available in Pubmed.
Dimensions and Characteristics of Personalized Psychiatry Big Data Analytics in Mental Health PDF
- Publisher : Springer; 1st ed. 2019 edition (February 22, 2019)
- Language : English
- Hardcover : 195 pages
- International Standard Book Number-10 : 3030035522
- International Standard Book Number-13 : 978-3030035525
- Item Weight : 15.2 ounces
- Dimensions : 6.14 x 0.5 x 9.21 inches
- Best Sellers Rank: #1,904,184 in Books
Most irritating book I’ve read in a long time!
January 28, 2019
I was sure I would like this book..and actually finished it. I grew more irritated with each page by the last half. I grew up in coastal North Carolina and was born in the 40s, so would be the same age as the main characters. It was clear that the author did not do her research about the area and about what would be plausible at the time of the story. When she mentioned real towns, she should have known Asheville would not be the destination city from the coast, especially in the 60s. Ma’s old cardboard suitcase that had been in the closet in the marsh for 19 years would be covered in mildew, Fireflies would have been called lightening bugs. No boy in a small town in NC would have been named either Tate or Chase in 40s, more recent popular names. I could go on and on. The inconsistencies in the dialect was grating, and many parts of the story were just not believable to me. I am amazed that so many people loved the book and the poetry.
Did I read the same book as others?
October 1, 2018
Some of this book was sometimes good. Beautifully written at times, and with an interesting, but not very plausible plot. But oh my, the all to obvious gaps …Maybe less time talking about Kya fumbling around with sex with Chase and more time on her development as a renowned author and painter would have been nice. There’s more, but you may be reading the book. I must comment, though, on the most ridiculous court room antics since Curly’s trial in a Three Stooges short. Oh, I think I just did. (And just after reading a book on Harper Lee – if you know what I mean). This was one of the most disappointing and silly books I have read in quite a long time. Sorry Ms. Witherspoon. Can I get my money back if I return the book? Read the 1 and 2 star reviews – they’re the most accurate.
A moving story about survival in a way that most of us can’t imagine.
August 26, 2018
Wow! I just finished reading Where the Crawdads Sing. And I will say it again, Wow! This books is so filled with emotion. Kya, the main character, is trying to survive by herself from a young age. She has been abandoned by those who should teach her, guide her, protect her. She has to fend for herself. Two men come into her life and teach her about the good and bad in life.
I only keep few book’s that I know I will read again. This is staying in my library.
Promising start that tanked.
December 20, 2018
Looks like I’m in the minority here, but did not enjoy this book. OK, wait, yes, I enjoyed the beginning and thought this has promise! Then, it just went down paths that caused me to go “meh”. I could go on an on, but the thing that just got me the most, was when grown up Kya would speak. REALLY? I’m supposed to believe this kid, who was taught to read by another kid, would speak that properly and in such complete sentences without even a contraction used? Yeah, no.
Insult to NC
December 28, 2018
As a native North Carolinian, this book griped me on a number of levels. First off, the drawl is insulting. We don’t talk like that. Even the uneducated hicks don’t. If her parents were well to do, they wouldn’t revert to backwoods mush mouth because of where they lived. Second, NO ONE from the coast goes to Asheville like it’s a normal thing. I live in the middle of the state. Asheville is 3-4 hours west of me. The outer banks are 5is hours from me. Driving from the coast to Asheville is an 8+ hour trip!! They’d go to Wilmington, Greenville, Rocky Mount, Raleigh. The concept of a 7 year old surviving on her own is far fetched enough, she never gets sick or hurt, can cook and clean up after herself, the shack never needs repairing, etc. But more importantly, HURRICANES!! NC gets hurricanes! Hurricane Hazel hit NC in 1954, and was completely left out of the book. Came right in off the coast, like most hurricanes do. The shack would have been destroyed. Three: the swampy parts of NC aren’t on the coast. There much more inland. You get to swamp about 100 miles before the coast and swamp doesn’t peter out to the ocean. There are pumas, cottonmouths, poisonous spiders, alligators, bears in that part of the state, but she makes it fine. Wrong geography, predictable, unbelievable story. Don’t waste your time.
670 people found this helpful
March 4, 2019
I know! Oh boy there are a lot of readers who will COMPLETELY disagree with this rating. Many of my friends loved this book. Let’s begin with what I liked about this novel – the main character’s connection to nature and the scientific facts presented throughout the story.
Now for the novel’s downfalls…
This story is just too improbable. From Kya raising herself beginning at a very young age, to EVERYONE leaving her, to her killing someone it was all too much for me. Kya never got sick or badly injured, needed a doctor, dentist? This strong character goes to school for one day and is bullied away? She had a wonderful relationship with her brother Jody, who then leaves her and never contacts her again for years. He left her to live in a dilapidated shack ,with an abusive, irresponsible, neglectful father. That is not something this character would have done. Next, Tate befriends her and presumably loves her. He knows everyone has left her and he does also. How could you do that to someone you love? Neither character has a reasonable excuse for not contacting her in any way for years.
Overall, the author used too much drama to develop the character she was trying to create. Owens needs to show that she believes in the intelligence of her readers and not author-splain constantly. Yikes! I did not like this one.
Louanne M. Machacek
Debut Novel is captivating!! Could Not Put it Down!
August 25, 2018
Started reading it 10am and finished 8pm! Could not put it down. Main characters are easy to get to know (so you think) and the story draws you in from the start! I look forward to more from this author!! Read this Book!
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