000			05158cam a2200589 i 4500
001			on1085178092
003			OCoLC
005			20220712084328.0
006			m o d
007			cr |n|---|||||
008			190209s2019 onc ob 001 0 eng d
040			_aEBLCP _beng _epn _cEBLCP _dYDX _dOCLCQ _dN$T _dSNM _dOCLCF _dOCLCQ _dUKAHL _dOCLCQ _dOCLCO
019			_a1084500497 _a1084693243 _a1243152837
020			_a1773617745
020			_a9781773617749 _q(electronic bk.)
035			_a(OCoLC)1085178092 _z(OCoLC)1084500497 _z(OCoLC)1084693243 _z(OCoLC)1243152837
050		4	_aQH324.2.R34 _bB56 2019
082	0	4	_a570.285 _223
049			_aMAIN
100	1		_aRaghavender, U. S. _91223504
245	1	0	_aBiocomputation and biomedical informatics / _cU.S. Raghavender.
260			_aOakville, ON : _bDelve Publishing, _c2019.
300			_a1 online resource (299 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
505	0		_aCover; Half Title Page; Title Page; Copyright Page; Dedication; About the Author; Table of Contents; Preface; Chapter 1 Biomedical Informatics; 1.1. What is Informatics?; 1.2. A Brief History of Informatics; 1.3. Key Areas of Informatics; 1.4. Informatics Career Options; 1.5. Biomedical Informatics Sub-Fields; 1.6. Working in The Field; 1.7. Management in Health Industry; 1.8. IT Project Managers; 1.9. Career Outlook for Healthcare IT Project Managers; 1.10. Healthcare IT Project Manager Education; 1.11. Public Health Informatics; 1.12. Public Health Management
505	8		_a1.13. Understanding Population Health Management1.14. Where Big Data Comes Into Play; 1.15. What are EHR's?; 1.16. Electronic Health Records: The Past, Present, and Future; 1.17. Where we are Now with Electronic Health Records?; 1.18. The Future of Electronic Health Records; 1.19 What are Electronic Medical Records?; 1.20. What are Electronic Health Records?; 1.21. How Do Electronic Medical Records Differ From Electronic Health Records?; 1.22. 3D Imaging in Healthcare Delivery; 1.23. Medical Informatics; 1.24. Types of Work in Medical Informatics
505	8		_a1.25. Specialties and Careers in the Field of Medical Informatics1.26. What is Bioinformatics?; 1.27. Working in Bioinformatics; 1.28. Conclusions and Trends in 2018; Chapter 2 Python: An Introduction to Scientific Computing; 2.1. The Role of Computing in Science and Informatics; 2.2. Requirements on Scientific Computing; 2.3. Python; 2.4. Python for Scientific Computing; 2.5. Regular Expressions; 2.6. High Performance Computing; 2.7. Conclusions; Chapter 3 Sequence Alignments in Biology; 3.1. Local Alignment; 3.2. BLAST; 3.3. Working of BLAST Algorithm; 3.4. Accessing Databases
505	8		_a3.5. Running BLAST Over The Internet3.6. Saving BLAST Output; 3.7. Graphics Including Genomediagram; 3.8. Chromosomes; 3.9. Conclusions; Chapter 4 Natural Language Processing (NLP); 4.1. What is NLP?; 4.2. Simple Clinical Natural Language Processing with Pycontextnlp; 4.3. Specifying Targets, Modifiers, and Rules; 4.4. Processing Multisentence Documents; 4.5. Classifying Documents; 4.6. Document Classification; 4.7. Annotation Coloring Scheme; 4.8. Define Our Domain Terms; 4.9. Document Markup and Classification; 4.10. Radiology NLP; 4.11. Conclusions; Chapter 5 Deep Learning
505	8		_a5.1. What is Deep Learning?5.2. Inside Deep Learning; 5.3. Core Concepts; 5.4. Convolutional Deep Learning; 5.5. An Example -- Multilayer Perceptrons; 5.6. A First Model with Logistic Regression; 5.7. Implementing Basics in Deep Learning; Chapter 6 Patient Care: A Practical Computational Approach; 6.1. Overview of MIMIC; 6.2. MIMIC Database; 6.3. Visualizations; 6.4. Feature Selection and Dimensionality Reduction; 6.5. Principal Component Analysis; 6.6. t- Distributed Stochastic Neighbor Embedding (t-SNE); 6.7. Visualization; 6.8. Preprocessing; 6.9. Results; 6.10. Improved Model with Temporal Features.
504			_aIncludes bibliographical references and index.
588	0		_aPrint version record.
590			_aeBooks on EBSCOhost _bEBSCO eBook Subscription Academic Collection - Worldwide
650		0	_aBioinformatics. _969643
650		0	_aMedical informatics. _937153
650		0	_aComputational biology. _9152481
650		0	_aMedicine _xData processing. _9178792
650		6	_aBio-informatique. _9888926
650		6	_aMédecine _xInformatique. _9879349
650		7	_aBioinformatics. _2fast _0(OCoLC)fst00832181 _969643
650		7	_aComputational biology. _2fast _0(OCoLC)fst00871990 _9152481
650		7	_aMedical informatics. _2fast _0(OCoLC)fst01014175 _937153
655		4	_aElectronic books.
776	0	8	_iPrint version: _aRaghavender, U.S. _tBiocomputation and Biomedical Informatics. _dAshland : Delve Publishing, ©2019
856	4	0	_uhttps://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2013978
938			_aAskews and Holts Library Services _bASKH _nBDZ0044623432
938			_aProQuest Ebook Central _bEBLB _nEBL5655584
938			_aEBSCOhost _bEBSC _n2013978
938			_aYBP Library Services _bYANK _n16023400
994			_a92 _bINOPJ
999			_c2836181 _d2836181