| COURSE NO. |
COURSE TITLE |
INSTRUCTOR |
TEXTBOOK |
|
BMI 5007
BMI 5007W
|
Methods in Health Data Science
|
Deevakar Rogith, MBBS, PhD
|
Required Textbook
Miller, B., & Ranum, D. (2011). Problem solving with algorithms and data structures using Python (2nd ed.).
Available from https://runestone.academy/runestone/books/published/pythonds/index.html
Amazon Link
Kowalski, R. (2011). Computational logic and human thinking: How to be artificially intelligent. Cambridge (England): Cambridge University Press.
ISBN-10: 0521123364 | ISBN-13: 978-0521123365.
Amazon Link
|
|
BMI 5300
BMI 5300W
|
Introduction to Biomedical Informatics
|
Kimberly Smith, PhD, MT(ASCP)
Tiffany Champagne-Langabeer, PhD
|
Required Textbook
Hoyt, R. E., & Hersh, W. R. (2018). Health Informatics: Practical guide (7th ed.). Lulu.com ISBN-13: 978-1387642410 | Edition: 7.
Amazon Link
Recommended Textbooks
Coiera, E. (2015). Guide to health informatics (3rd ed.). Boca Raton, FL: Taylor & Francis. ISBN-10: 144417049X | ISBN-13: 978-1444170498| Edition: 3.
Amazon Link
Shortliffe, E. H., & Cimino, J. J. (2014). Biomedical informatics: Computer applications in health care and biomedicine (4th ed.). New York, NY: Springer. ISBN-10: 1447144732 | ISBN-13: 978-1447144731 | Edition: 4.
Amazon Link
TMC Library Full Text Link
Brown, G. D., Patrick, T. B., & Pasupathy, K. (2019). Health Informatics: A Systems Perspective (2nd ed.). Chicago: Health Administration Press.
ISBN-13: 9781640550056 ISBN10:1640550054
Amazon link
Gill, C. M. (2014). Essential writing skills for college and beyond.Cincinnati, OH: Writer's Digest Books.
ISBN-10: 1599637596 | ISBN-13: 978-1599637594
Amazon Link
|
|
BMI 5301W
|
The US Healthcare System
|
Tiffany Champagne-Langabeer, PhD
|
Required Textbook
Shi, L., & Singh, D. A. (2019). Essentials of the U.S. healthcare system (5th ed.). Burlington, MA: Jones & Bartlett Learning.
ISBN-10: 9781284156720 | ISBN-13: 978-1284156720 | Edition: 5.
Amazon Link
|
|
BMI 5302W
|
Introduction to Human Factors in Healthcare
|
Deevakar Rogith, MBBS, PhD
|
No Textbook
|
|
BMI 5303
BMI 5303W
|
Methods in Human Factors Engineering
|
Amy Franklin, PhD
|
No Textbook
|
|
BMI 5304
BMI 5304W
|
Advanced Database Concepts in Biomedical Informatics
|
Assaf Gottlieb, PhD
|
Required Reading
Kroenke, D., Auer, D., Vandenberg, S. L., Yoder, R.C. (2018). Database processing: Fundamentals, design, and implementation(15th ed.). Harlow, England: Pearson Education Limited. ISBN-10: 0134802748 | ISBN-13: 978-0134802749 | Edition: 15.
Amazon Link | Companion Website for 14th Ed.
Sadalage, P. J., & Fowler, M. (2013). NoSQL distilled: a brief guide to the emerging world of polyglot persistence. Upper saddle river, NJ: Pearson Education, Inc. ISBN-10: 0321826620 | ISBN-13: 978-0321826626
Amazon Link
Recommended Readings
Elmasri, R., & Navathe, S. (2017) Fundamentals of database systems (7th ed.). Hoboken, New Jersey: Pearson. ISBN-10: 0133970779 | ISBN-13: 978-0133970777 | Edition: 7.
Amazon Link
Redmond, E., & Wilson J. (2018). Seven databases in seven weeks: A guide to modern databases and the NoSQL movement.(2nd ed.). Dallas, TX: The Pragmatic Programmers. ISBN-10: 1680502530| ISBN-13: 978-1680502534.
Amazon Link
|
|
BMI 5305W
|
Legal Ethical Aspects of Health Informatics
|
Jonathan Ishee, JD, MPH, MS, LLM
|
Required Textbook
McWay, D. C. (2014). Legal and ethical aspects of health information management (4th ed.). Clifton Park, NY: Cengage Learning.
ISBN-10: 1285867386 | ISBN-13: 978-1285867380 | Edition: 4.
Amazon Link
Goodman, K. W. (Ed.). (1998). Ethics, computing, and medicine: Informatics and the transformation of health care. Cambridge: Cambridge University Press.
ISBN-10: 0521469058 | ISBN-13: 978-0521469050.
Amazon link | TMC Library full text link | See OpenAthens Login guide here
|
|
BMI 5310
BMI 5310W
|
Foundations of Biomedical Information Sciences I
|
Kimberly A. Smith, PhD, MT (ASCP)
|
Required Textbook
Shortliffe, E. H., & Cimino, J. J. (2014). Biomedical informatics: Computer applications in health care and biomedicine (4th ed.). New York, NY: Springer.
ISBN-10: 1447144732 | ISBN-13: 978-1447144731 | Edition: 4
Amazon Link
TMC Permalink
Coiera, E. (2015). Guide to health informatics (3rd ed.). Boca Raton, FL: Taylor & Francis. ISBN-10: 144417049X | ISBN-13: 978-1444170498| Edition: 3.
Amazon Link
Severance, C. (2016). Python for Everybody: Exploring Data in Python 3. Free book downloadable from:https://www.py4e.com/book
Recommended Textbooks
Gill, C.M. (2014). Essential Writing Skills for College and Beyond. Blue Ash, Ohio: Writer's Digest Books. ISBN-10: 1599637596 | ISBN-13: 978-1599637594.
Amazon Link
|
|
BMI 5311
BMI 5311W
|
Foundations of Biomedical Information Sciences II
|
Xiaoqian Jiang, PhD
|
Required Textbook
Shortliffe, E. H., & Cimino, J. J. (2014). Biomedical informatics: Computer applications in health care and biomedicine (4th ed.). New York, NY: Springer. ISBN-10: 1447144732 | ISBN-13: 978-1447144731 | Edition: 4.
Amazon Link
|
|
BMI 5313
BMI 5313W
|
Foundations of Electronic Health Records and Clinical Information Systems
|
Angela Ross, DNP, MPH, PMP, PHCNS-BC
|
Required Textbook
Amatayakul, M. (2017). Health IT and EHRs: Principles and Practice (6th ed.). Chicago, IL: American Health Information Management Association. ISBN-10: 1584265299 | ISBN-13: 978-1584265290 | Edition: 6
Amazon Link
Recommended Textbook
Hoyt, R. E., & Hersh, W. R. (2018). Health informatics: Practical guide (7th ed.). Lulu.com. ISBN-13: 978-1387642410
Amazon Link
|
|
BMI 5315W
|
Quality and Outcome Improvement in Healthcare
|
Debora Simmons, PhD, RN, CCNS, FAAN
|
Required Textbook
Spath, P. L. (2018). Introduction to healthcare quality management (3rd ed.). Chicago, IL: Health Administration Press.
ISBN-10: 1567939856 | ISBN-13: 978-1567939859 | Edition: 3.
Amazon Link
|
|
BMI 5328W
|
System Analysis and Project Management
|
Angela Ross, DNP, MPH, PMP, PHCNS-BC
|
Required Textbook
Tilley, S., & Rosenblatt H. J. (2017). Systems analysis and design (11th ed.). Boston, MA: McGraw-Hill/Irwin.
ISBN-10: 1305494601|ISBN-13:9781305494602
Amazon Link
Project Management Institute. (2017). A guide to the project management body of knowledge (PMBOK® Guide) (6th ed.). Newtown Square, PA: Project Management Institute, Inc.
ISBN-13: 978-1628251845
Amazon Link
Project Management Institute. (2017). Q & A’s for the PMBOK® Guide (6th ed.). Newtown Square, PA: Project Management Institute, Inc. ISBN-10: 1628254610| ISBN-13: 978-1628254617 |Edition: 6
Amazon Link
Wysocki, R. K. (2013). Effective project management: Traditional, agile, extreme (7th ed.). Indianapolis, IN: Wiley.
ISBN-10: 1118729161 | ISBN-13: 978-1118729168 | Edition: 7
Amazon Link | Free Online Access Provided by TMC Library
|
|
BMI 5329W
|
Workflow Process Modeling
|
Julie Brixey, PhD, MPH, RN
|
Required Textbooks
Sharp, A., & McDermott, P. (2008). Workflow modeling: Tools for process improvement and applications development (2nd ed.). Norwood, MA: Artech House.
ISBN-10: 1596931922 | ISBN-13: 978-1596931923 | Edition: 2.
Amazon Link
TMC Link
Hoyt, R. E., Yoshihashi, A. K., & Bailey, N. J. (2014). Health Informatics: A practical guide for healthcare and informatics technology professionals (6th ed.). Lulu.com.
ISBN-10: 1304791106 | ISBN-13: 978-1304791108 | Edition: 6.
Amazon Link | AMIA Student Members receive 25% discount on paperback and PDF versions.
Recommended Textbook
Friedman, C. P., & Wyatt, J. (2010). Evaluation methods in biomedical informatics (2nd ed.). New York, NY: Springer Science + Business Media.
ISBN-10: 1441920722 | ISBN-13: 978-1441920720 | Edition: 2.
Amazon Link
TMC Permalink
|
|
BMI 5330
BMI 5330W
|
Introduction to Bioinformatics
|
Jim Zheng, PhD
|
Recommended Textbooks
Campbell, A. M., & Heyer, L. J. (2006). Discovering genomics, proteomics, and bioinformatics (2nd ed.). San Francisco, CA: CSHL Press.
ISBN-10: 0805382194 | ISBN-13: 9780805382198 | Edition: 2.
Amazon Link
Pevsner, J. (2015). Bioinformatics and functional genomics (3rd ed.). Chichester Wiley-Blackwell.
ISBN-10: 1118581784 | ISBN-13: 978-1118581780| Edition: 3.
Amazon Link | TMC Library Full Text Link
|
|
BMI 5333
BMI 5333W
|
Systems Medicine: Principles and Practice
|
Xiaobo Zhou, Phd
|
Recommended Readings
Yankeelov, T. E., An, G., Saut, O., Luebeck, E. G., Popel, A. S., Ribba, B., … Genin, G. M. (2016). Multi-scale Modeling in Clinical Oncology: Opportunities and Barriers to Success. Annals of biomedical engineering, 44(9), 2626–2641. doi:10.1007/s10439-016-1691-6
Available from TMC library’s PubMed:
https://www.ncbi.nlm.nih.gov/pubmed/27384942
Schmitz, U., Wolkenhauer, O. (2016). Systems Medicine. Springer Science+ Business Media New York: Humana Press. eBook ISBN: 978-1-4939-3283-2. DOI: 10.1007/978-1-4939-3283-2. Hardcover ISBN: 978-1-4939-3282-5. Softcover ISBN: 978-1-4939-8011-6. Series ISSN: 1064-3745.|Ed: 1
Springer Link
|
|
BMI 5351
BMI 5351W
|
Research Design and Evaluation in Biomedical Informatics
|
James Langabeer, II, PhD, MBA
|
Required Textbook
Jacobsen, K. H. (2016). Introduction to health research methods: A practical guide (2nd ed.). Burlington, MA: Jones & Bartlett Learning.
ISBN-10: 1284094383 | ISBN-13: 978-1284094381 | Edition: 2.
Amazon Link
Recommended Textbook
Greenhalgh, T. (2019). How to Read a Paper: The Basics of Evidence-Based Medicine (6th ed.). Hoboken, NJ ; Chichester : Wiley-Blackwell
ISBN-13: 9781119484745| ISBN-10: 111948474X
Amazon Link
TMC Library Full Text Link
|
|
BMI 5352
BMI 5352W
|
Statistical Methods in Biomedical Informatics
|
Jia Peilin, PhD
|
Required Textbooks
Diez, D. M., Cetinkaya-Rundel, M., Barr, C. D. (2019). OpenIntro Statistics: Fourth Edition. OpenIntro, Inc. ISBN-13: 978-1943450077, ISBN-10: 1943450072|Edition: 4
Can be downloaded for free here
|
|
BMI 5353
BMI 5353W
|
Biomedical Informatics Data Analysis
|
Kirk Roberts, PhD, MS
|
Required Reading
Fandango, A. (2017). Python Data Analysis. Birmingham, UK: Packt Publishing. ISBN-10: 1787127486 | ISBN-13: 978-1787127487 | Edition: 2
Amazon Link
|
|
BMI 5371W
|
Business and Technical Communication
|
Kimberly Smith, PhD, MT(ASCP)
|
Required Textbooks
Anderson, P. (2018). Technical communication: A reader-centered approach (9th ed.). Boston, MA: Cengage Learning.
ISBN-10: 1305667883| ISBN-13: 978-1305667884| Edition: 9.
Amazon Link
Heath, C., & Heath, D. (2007). Made to Stick: Why Some Ideas Survive and Others Die. New York: Random House Books.
ISBN13: 978-1400064281 ISBN10:1400064287
Amazon Link
Recommended Textbooks
Gill, C. M. (2014). Essential writing skills for college and beyond. Cincinnati, OH: Writer's Digest Books.
ISBN-10: 1599637596 | ISBN-13: 978-1599637594.
Amazon Link
Graff, G., & Birkenstein, C. (2018). "They say / I say": The moves that matter in academic writing (4th ed.). New York, NY: W. W. Norton & Company.
ISBN-13: 978-0393631678 | ISBN-10: 0393631672| Edition: 4.
Amazon Link
|
|
BMI 5380
BMI 5381W
|
Principles and Foundations of Public Health Informatics
|
Julia Brixey, PhD, MPH, RN
|
Required Textbooks
Magnuson, J. A., & Fu, P. C. (Eds.). (2014). Public health informatics and information systems (2nd ed.). London: Springer.
ISBN-10: 1447142365 | ISBN-13: 978-1447142362 | Edition: 2.
Amazon Link
TMC Permalink
Recommended Textbooks
Glanz, K., Rimer, B. K., Viswanath, K. (2008). Health Behavior And Health Education: Theory, Research, and Practice. (4th ed). San Francisco, CA: Jossey-Bass
ISBN-13: 9780787996147 | ISBN-10: 0787996149| Edition: 4.
Amazon Link
TMC Permalink
|
|
BMI 6301W
|
Health Data Display
|
Yang Gong, MD, PhD
|
No Textbook
|
|
BMI 6305W
|
Social Dynamics and Health Information
|
Amy Franklin, PhD
|
No Textbook
|
|
BMI 6313
BMI 6313W
|
Scientific Writing in Healthcare
|
Lex Frieden, MA, LLD (hon)
|
Recommended Textbooks
Day, R. A., & Gastel, B. (2016). How to write and publish a scientific paper (8th ed.). Cambridge: Cambridge University Press. ISBN-13: 978-1440842801 | ISBN-10: 1440842809 | Edition: 8.
Amazon Link
Glasman-Deal, H. (2009). Science research writing for non-native speakers of English. London: Imperial College Press. ISBN-10: 184816310X | ISBN-13: 978-1848163102.
Amazon Link
TMC Permalink
Turabian, K. L. (2018). A manual for writers of research papers, theses, and dissertations: Chicago Style for students and researchers (9th ed.). W. C. Booth, G. G. Colomb, J. M. Williams, & University of Chicago Press Staff (Eds.). Chicago, IL: University of Chicago Press. ISBN-13: 978-0226430577 | ISBN-10: 022643057X | Edition: 9.
Amazon Link
|
|
BMI 6316W
|
Change Management in Health Informatics
|
Robert Murphy, MD
|
Required Textbooks
Rogers, E. M. (2003). Diffusion of Innovation (5th ed.). New York, NY: Simon and Schuster.
ISBN-10: 0743222091 | ISBN-13: 978-0743222099 | Edition: 5.
Amazon Link
Harvard Business School Case Study Coursepack for BMI 6316. Available from: https://hbsp.harvard.edu/import/648373
Other case studies, recommended readings, research articles and supplements to case studies will be provided in the Canvas course
|
|
BMI 6324W
|
Health Information Technology Policy
|
Jonathan Ishee, JD, MPH, MS, LLM
|
Required Textbooks
Bardach, E., & Patashnik, E. M. (2016). A practical guide for policy analysis: The eightfold path to more effective problem solving. CQ press.
Amazon Link
McLaughlin, C. P., McLaughlin, C. D., & MJ, C. D. M. (2019). Health policy analysis. Jones & Bartlett Publishers.
Amazon Link
|
|
BMI 6330
BMI 6330W
|
Biomedical Natural Language Processing
|
Hua Xu, Phd
|
Recommended Reading
Manning, C. D., & Schütze, H. (1999). Foundations of statistical natural language processing. Cambridge, MA: The MIT Press.
ISBN-10: 0262133601 | ISBN-13: 978-0262133609.
Amazon Link
Jurafsky, D., & Martin, J. H. (2014). Speech and language processing (2nd ed.). Upper Saddle River, NJ: Prentice Hall.
ISBN-10: 0131873210 | ISBN-13: 978-0131873216 | Edition: 2.
Amazon Link
Note: both books are optional
|
|
BMI 6331
|
Medical Imaging and Signal Pattern Recognition
|
Luca Giancardo, PhD
|
Recommended Reading
Gonzalez, R. C. & Woods, R. E. (2017). Digital image processing (4th ed.) London, UK: Pearson.
ISBN-10: 9780133356724 | ISBN-13: 978-0133356724 | Edition: 4.
Amazon Link
Murphy, K. P. (2012). Machine learning: A probabilistic perspective. Cambridge, MA: The MIT Press.
ISBN-10: 0262018020 | ISBN-13: 978-0262018029.
Amazon Link
TMC Permalink
Géron, A. (2017). Hands-on machine learning with scikit-learn and tensorflow. Sebastopol, CA: O’Reilly Media.
ISBN-10: 1491962291 | ISBN-13: 978-1491962299.
Amazon Link
Szeliski, R. (2011). Computer vision: algorithms and applications. London, UK: Springer.
ISBN-10: 1848829345 | ISBN-13: 978-1848829343
Amazon Link
|
|
BMI 6334
BMI 6334W
|
Deep Learning in Biomedical Informatics
|
Degui Zhi, PhD, MS
|
No Textbook
|
|
BMI 6340W
|
Health Information Visualization & Visual Analytics
|
Todd Johnson
|
Required Textbook
Few, S. (2009). Now you see it: Simple visualization techniques for quantitative analysis. Oakland, CA: Analytics Press.
ISBN-10: 0970601980 | ISBN-13: 978-0970601988.
Amazon Link
|
|
BMI 7302
|
Theories and Frameworks for Biomedical Informatics Research
|
Susan Fenton, PhD, RHIA, FAHIMA
|
No Textbook
|
|
BMI 7303
|
Critical Review of Biomedical Informatics Literature Seminar
|
Susan Fenton, PhD, RHIA FAHIMA
|
Required Reading
Garrard, J. (2017). Health Sciences Literature Review Made Easy: The Matrix Method. (5th ed.) Jones & Bartlett Learning. Burlington, MA.
ISBN-13: 978-1284115192 | ISBN-10: 1284115194 | Edition: 5.
Amazon Link
|
|
BMI 7150
|
Research Seminar
|
Elmer Bernstam, MD, MSE
|
No Textbook
|
|
BMI 7151
|
Seminar in Precision Medicine
|
Zhongming Zhao, PhD, MS
|
No Textbook
|
