This booklist is for the certificate, masters, and doctoral programs in health informatics.
Check back for textbook information.
| COURSE NO. | COURSE TITLE | INSTRUCTOR | TEXTBOOK | |
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| BMI 5004 | Introduction to Clinical Healthcare | Elmer Bernstam, MD, MSE | Required Textbooks Required readings are “as assigned” Recommended Textbooks None |
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| BMI 5007 | Methods in Health Data Science | Deevakar Rogith, MBBS, PhD |  |
Required Textbooks Thinking and Reasoning: |
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Algorithms Unlocked ISBN-10: 0262518805 | ISBN-13: 9780262518802 Thomas H. Cormen MIT Press 2013-01-01 |
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Data Science ISBN-10: 0262535432 | ISBN-13: 9780262347037 John D. Kelleher, Brendan Tierney MIT Press 2018-04-13 Recommended Textbooks |
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| BMI 5300 | Introduction to Biomedical Informatics | Tiffany Champagne-Langabeer, PhD Kimberly Smith, PhD, MT(ASCP) Dean Sittig, PhD |
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Required Textbooks Recommended Textbooks |
| BMI 5301 | The U.S. Healthcare System | Tiffany Champagne-Langabeer, PhD |  |
Required Textbook Essentials of the U.S. Health Care System (5th ed.) 9781284156720 Shi, L., &; Singh, D. A. Jones & Bartlett Learning 2019 5th edition |
| BMI 5302 | Introduction to Human Factors in Healthcare | Deevakar Rogith, MBBS, PhD |  |
Required Textbooks Don't Make Me Think, Revisited ISBN: 9780321965516 Steve Krug Pearson Education 2014-01-01 3rd Edition |
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Information: A Very Short Introduction 9780199551378 Luciano Floridi Oxford University Press 2010-02-25 |
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The Design of Everyday Things 9780465072996 Don Norman Basic Books 2013-11-05 Recommended Textbooks |
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| BMI 5303 | Methods in Human Factors | Amy Franklin, PhD |  |
Required Textbooks Usability assessment: how to measure the usability of products, services, and systems. Human Factors and Ergonomics Society 9780945289494 Kortum, P. Human Factors and Ergonomics Society 2016 1st Edition |
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Handbook of Human Factors and Ergonomics in Health Care and Patient Safety, Second Edition 9781138074590 Pascale Carayon CRC Press 2017-03-30 2nd Edition Recommended Textbooks |
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| BMI 5304 | Advanced Database Concepts | Assaf Gottlieb, PhD |  |
Required Textbooks |
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NoSQL distilled: a brief guide to the emerging world of polyglot persistence. |
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Recommended Textbooks Fundamentals of Database Systems |
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Seven databases in seven weeks: A guide to modern databases and the NoSQL movement. |
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| BMI 5305 | Legal and Ethical Aspects of Health Informatics | Jonathan Ishee, JD, MPH, MS, LLM |  |
Required Textbooks Legal and ethical aspects of health information management ISBN: 978-0-357-36154-2 Dana C. McWay Delmar Cengage Learning. 2016 5th Edition |
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Recommended Textbooks Ethics, Computing, and Medicine ISBN-13: 978-0521469050 | ISBN-10: 0521469058 Kenneth W. Goodman Cambridge University Press 1998-01-01 |
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| BMI 5306 | Security for Health Information Systems | Juliana Brixey, PhD, MPH, RN |  |
Required Textbooks Splunk 7 Essentials, Third Edition ISBN-13: 978-1788839112 | ISBN-10: 1788839110 J-P Contreras, Steven Koelpin, Erickson Delgado, Elizabeth P Sigman Packt Publishing Ltd 2018-03-29 3rd Edition |
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Cybersecurity for Hospitals and Healthcare Facilities ISBN-13: 978-1484221549 Luis Ayala Apress 2016-09-07 1st Edition |
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Recommended Textbooks Exploring Splunk 9780982550670 David Carasso Cito Research 2012-01-01 Amazon Link |
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow |
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| BMI 5310 | Foundations of Biomedical Information Sciences I | Yang Gong, MD, PhD |  |
Required Textbooks Biomedical Informatics: Computer Applications in Health Care and Biomedicine 5th ed. 2021 Edition |
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Guide to Health Informatics, Third Edition ISBN: 9781444170504 Enrico Coiera CRC Press 2015 3rd Edition Recommended Textbooks |
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| BMI 5311 | Foundations of Biomedical Information Sciences II | Xiaoqian Jiang, PhD Debora Simmons, PhD, RN, CCNS, FAAN |
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Required Textbooks Essential Writing Skills for College and Beyond ISBN-10: 1599637596 ISBN-13: 978-1599637594 Gill, C.M. Writer's Digest Books 2014 |
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Writing for the health professions ISBN-13: 978-1401841928 | ISBN-10: 1401841929 Terryberry, K. J. Cengage Learning. 2005 |
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Studying A Study and Testing a Test ISBN: 9780781774260 Richard K. Riegelman Lippincott Williams and Wilkins 2012-06-18 6th Edition Recommended Textbooks None |
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| BMI 5313 | Foundations of Electronic Health Records and Clinical Information Systems | Angela Ross, DNP, MPH, PMP, PHCNS-BC |  |
Required Textbooks Health IT and EHRs ISBN: 9781584265290 Margret Amatayakul American Health Information Management Association 2017-01-01 6th Edition |
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The Electronic Medical Record- EHRGo Subscription Instructions for sign up in Module 2B https://ehrgo.com |
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Recommended Textbooks Health Informatics: Practical Guide Seventh Edition ISBN: 9781387642410 William R. Hersh, Robert E. Hoyt Lulu.com 2018-05-23 7th Edition |
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| BMI 5315 | Quality and Outcome Improvement in Healthcare | Debora Simmons, PhD, RN, CCNS, FAAN |
Required Textbooks Introduction to Healthcare Quality Management Recommended Textbooks |
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| BMI 5328 | Systems Analysis and Project Management | Angela Ross, DNP, MPH, PMP, PHCNS-BC and Gail Turner, DNP, MBA, RN-BC |  |
Required Textbooks Systems analysis and design ISBN-10: 0357117816 | ISBN-13: 978-0357117811 Tilley, S. Cengage Learning 2019 12th Edition |
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A Guide to the Project Management Body of Knowledge (PMBOK® Guide)–Sixth Edition ISBN: 9781628253900 Project Management Institute 2017-09-06 6th |
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A Guide to the Project Management Body of Knowledge (Pmbok(r) Guide) - Seventh Edition ISBN: 9781628256642 Project Management Institute Pmbok(r) Guide 2021-05-01 7th |
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QA’s for the PMBOK® Guide ISBN-10: 1628254610 | ISBN-13: 978-1628254617 Project Management Institute Project Management Institute, Inc. 2017 6th Edition |
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| Effective project management: Traditional, agile, extreme (8th ed.) ISBN-13: 978-1119562801| ISBN-10: 1119562805 Wysocki, R. K. Wiley and Sons 2019 8th Edition Recommended Textbooks |
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| BMI 5329 | Workflow Process Modeling | Juliana Brixey, PhD, MPH, RN | Required Textbooks Workflow Modeling ISBN-10: 1596931922 | ISBN-13: 978-1596931923 Alec Sharp, Patrick McDermott Artech House Publishers 2009-01-01 2nd Edition |
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Recommended Textbooks Evaluation methods in biomedical informatics ISBN-10: 3030864529 | ISBN-13: 978-3030864521 Friedman, C. P., Wyatt, J., and Ash, J. S. Springer Science 2022 3rd Edition TMC Library Full Text Link Web Link |
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Biomedical Informatics Computer Applications in Health Care and Biomedicine ISBN10: 3030587207 | ISBN13: 978-3030587208 Shortliffe, E. H., Cimino, J. J., and Chiang, M. F. Springer 2021-04-13 5th Edition |
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| BMI 5330 | Introduction to Bioinformatics | Arif, Harmanci, PhD |  |
Required Textbooks ISBN-10: 0805382194 | ISBN-13: 9780805382198 Campbell, A. M., and Heyer, L. J. CSHL Press 2003 2nd Edition |
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Bioinformatics and functional genomics |
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| BMI 5333 | Systems Medicine: Principles and Practice | Xiaobo Zhou, PhD |  |
Required Text books None Recommended Textbooks Clinical Applications of Multi-Scale Modeling. [Special issue]. Annals of Biomedical Engineering, 44(9) ISSN: 0090-6964 (Print) 1573-9686 (Online). Yankeelov, T. E., Miga, M. I. (Eds.). 2016 |
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Systems Medicine 978-1-4939-32832 Schmitz, U., Wolkenhauer, Humana Press 2016 1st Edition |
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Systems Biology ISBN: 9783527336364 Edda Klipp, Wolfram Liebermeister, Christoph Wierling, Axel Kowald, Ralf Herwig John Wiley and Sons 2016-06-27 2nd Edition |
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| BMI 5334 | Biomedical Data Privacy | Arif, Harmanci, PhD |  |
Required Textbooks None Recommended Textbooks An Introduction to Cryptography ISBN-10: 1584886188 | ISBN-13: 978-1584886181 Mollin, R. A. Chapman and Hall/CRC 2006 2nd Edition |
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The Algorithmic Foundations of Differential Privacy ISBN-10: 1601988184 | ISBN-13: 978-1601988188 Dwork, C Now Publishers Inc. 2014 |
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| BMI 5351 | Research Design and Evaluation in Biomedical Informatics | Amy Franklin, PhD |  |
Required Textbooks Introduction to Health Research Methods: A Practical Guide ISBN: 9781284197563 Kathryn H. Jacobsen Jones and Bartlett Publishers 2020-02-20 3rd |
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Recommended Textbooks Research Design ISBN-13: 978-1506386706 | ISBN-10: 1506386709 John W. Creswell, J. David Creswell SAGE Publications 2017-11-27 5th |
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| BMI 5352 | Statistical Methods in Biomedical Informatics | Pora Kim, PhD, MS |  |
Required Textbooks OpenIntro Statistics 4th EditionISBN-13: 978-1943450084 | ISBN-10: 1943450080 David Diez, Mine Çetinkaya-Rundel, Christopher Barr November 13, 2019 Fourth Open Intro Full Text Link: https://www.openintro.org/book/os/ |
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Recommended Textbooks Introductory Statistics for the Life and Biomedical Sciences ISBN: 9781943450121 Julie Vu, David Harrington 2020-07-26 1st Amazon Link R (Statistical Software Options) |
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| BMI 5353 | Biomedical Data Analysis | Kirk Roberts, PhD, MS |  |
Required Textbooks Python Data AnalysisISBN-13: 978-1787127487 |ISBN-10: 1787127486 Armando Fandango Packt Publishing Ltd. 2017 Second Edition Recommended Textbooks |
| BMI 5371 | Business and Technical Communication | Kimberly Smith, |
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Required Textbooks Technical Communication: a reader-centered approach ISBN-10: 1305667883 | ISBN-13: 978-1305667884 Anderson, Paul Cengage Learning 2018 9th Edition |
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Made to Stick: Why Some Ideas Survive and Others Die Recommended Textbooks |
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| BMI 5380 | Principles and Foundations of Public Health Informatics | Karima Lalani, PhD, MBA, FACHE, RHIA |  |
Required Textbooks Public Health Informatics and Information Systems ISBN: 9783030412159 J.A. Magnuson, Brian E. Dixon Springer Nature 2020-07-17 3rd |
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Recommended Textbooks Health Behavior Theory, Research, and Practice Isbn: 9781118628980 Karen Glanz, Barbara K. Rimer, K. Viswanath John Wiley and Sons 2015-07-27 5th |
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| BMI 5390 | Methods in Pharmacy Informatics | Julie C. Forcum, Pharm D, MHA |  |
Required Textbooks Building Core Competencies in Pharmacy Informatics ISBN: 9781582121444 Brent I. Fox, Margaret R. Thrower, Bill G. Felkey Amer Pharmacists Assn 2010-01-01 |
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Recommended Textbooks Studying a Study and Testing a Test ISBN: 9781975120900 Richard K. Riegelman Lippincott Williams and Wilkins 2020-09-04 7th Edition |
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| BMI 6300 | Advanced Health Information Technology | Deevakar Rogith, MBBS, PhD |
Required Textbooks Recommended Textbooks |
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| BMI 6301 | Health Data Display | Yang Gong, MD, PhD |
Required Textbooks Recommended Textbooks |
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| BMI 6305 | Social Dynamics | Amy Franklin, PhD | Required Textbooks The student will be required to read papers assigned by the instructor. Papers will be posted in Canvas with each week’s materials. Recommended Textbooks Additional optional readings may be available on Canvas in conjunction with required readings. |
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| BMI 6308 | Digital Technologies and Analytics for Personalized Health | Myneni, Sahiti, PhD, Mse | Required Textbooks The student will be asked to read journal papers assigned by the course instructor. Recommended Textbooks None |
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| BMI 6313 | Scientific Writing in Healthcare | Lex Frieden, MA, LLD (hon) |  |
Required Textbooks None Recommended Textbooks How to Write and Publish a Scientific Paper, 8th Edition 9781440842634 Barbara Gastel, Robert A. Day ABC-CLIO 2016-03-28 |
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Science Research Writing 9781786347848 Hilary Glasman-Deal Wspc (Europe) 2020-01-01 |
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A Manual for Writers of Research Papers, Theses, and Dissertations, Ninth Edition 9780226430607 Kate L. Turabian University of Chicago Press 2018-04-27 |
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| BMI 6316 | Change Management in Health Informatics | Robert, Murphy, MD and Gail Turner, DNP, MBA, RN-BC |  |
Required Textbooks Diffusion of Innovations, 5th Edition ISBN-10: 0743222091 | ISBN-13: 978-0743222099 Everett M. Rogers Simon and Schuster 2003-08-16 5th Edition Change Management for Health Informatics Case Studies |
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Recommended Textbook The Case Study Handbook 9781633696150 William Ellet Harvard Business School Press 2018-01-01 Revised Edition |
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| BMI 6324 | Health Information Technology Policy | Julie C. Forcum, Pharm D, MHA |  |
Required Textbooks A Practical Guide for Policy Analysis The Eightfold Path to More Effective Problem Solving ISBN: 978-1506368887 Eugene Bardach, Eric M. Patashnik CQ Press 2019-08-22 6th Edition |
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Health Policy Analysis An Interdisciplinary Approach ISBN: 978-1284120240 Curtis P. McLaughlin, MJ, Craig D. McLaughlin Jones and Bartlett Learning 2018-04-02 3rd Edition Recommended Textbooks |
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| BMI 6331 | Medical Imaging and Signal Pattern Recognition | Luca Giancardo, PhD | Required Textbooks Given the heterogeneity of the material presented there is no textbook is strictly required, however, the following textbooks are highly suggested for the students who want to deepen the understanding of the material presented. |
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Recommended Textbooks Digital Image Processing ISBN: 9780133356724 Rafael C. Gonzalez, Richard Eugene Woods Pearson 2018 -01-01 4th Edition |
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Probabilistic Machine Learning ISBN: 9780262369305 Kevin P. Murphy MIT Press 2022-02-01 Github Full Text Link: https://probml.github.io/pml-book/ |
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Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow ISBN-13: 978-1098125974 Aurélien Géron "O'Reilly Media, Inc." 2019-09-05 3rd Edition |
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| BMI 6334 | Deep Learning in Biomedical Informatics | Degui Zhi, PhD, MS | Required Textbooks None Recommended Textbooks None, but a list of online resources will be shared |
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| BMI 6340 | Health Information Visualization & Visual Analytics | Johnson, Todd, PhD |
Required Textbooks Recommended Textbooks
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| BMI 7150 | Research Seminar | Elmer Bernstam, MD, MSE | Required Textbooks None Recommended Textbooks None |
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| BMI 7151 | Seminar in Precision Medicine | Zhongming Zhao, PhD, MS | Required Textbooks None Recommended Textbooks None |
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| BMI 7302 | Theories and Frameworks for Biomedical Informatics Research | Susan Fenton, PhD, RHIA, FAHIMA | Required Textbooks None Readings will be posted each week in the course site on Canvas. Recommended Textbooks None |
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| BMI 7303 | Critical Review of Biomedical Informatics Literature Seminar | Susan Fenton, PhD, RHIA, FAHIMA |  |
Required Textbooks Additional readings will be posted each week in the course site on Canvas. Recommended Textbooks |
| BMI 7320 | Topics for Artificial Intelligence in Cancer Discovery | Zhongming Zhao, PhD; Yulin Dai, PhD |
No Required Textbooks Recommended Textbooks Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition by Aurélien Géron Released September 2019, Publisher(s): O'Reilly Media, Inc. ISBN: 9781492032649 |
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| Deep Learning 9780262035613 Ian Goodfellow, Yoshua Bengio, Aaron Courville MIT Press 2016-11-18 https://www.deeplearningbook.org/ |
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| BMI 7351 | Evidence-based Health Informatics Practice | Angela Ross, DNP, MPH, PMP, PHCNS-BC; Debora Simmons, PhD, RN, CCNS, FAAN |
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Johns Hopkins Nursing Evidence-Based Practice, Third edition: Model and Guidelines ISBN: 9781940446974 Deborah Dang, Sandra L. Dearholt Sigma Theta Tau 2017-10-16 3rd Edition |
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Studying a Study and Testing a Test ISBN: 9781975120900 Richard K. Riegelman Wolters Kluwer Health 2020 7th Edition |
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Recommended Textbooks Health Informatics: Practical Guide Seventh Edition ISBN: 9781387642410 William R. Hersh, Robert E. Hoyt Lulu.com 2018-05-23 7th Edition |
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How to Write and Publish a Scientific Paper, 8th Edition ISBN: 9781440842634 Barbara Gastel, Robert A. Day ABC-CLIO 2016-03-28 8th Edition |
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Science Research Writing for Non-native Speakers of English ISBN: 9781848163102 Hilary Glasman-Deal World Scientific 2010-01-01 |
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Research Design and Methods: A Process Approach ISBN-13: 978-1259844744 Kenneth Bordens, Bruce Barrington Abbott McGraw-Hill Education 2017 10th |
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A Manual for Writers of Research Papers, Theses, and Dissertations, Ninth Edition ISBN: 9780226430607 Kate L. Turabian University of Chicago Press 2018-04-27 |
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