Derivation of an Annualized Claims-Based Major Adverse Cardiovascular Event Estimator in Type 2 Diabetes

Authors: McCoy, Rozalina G., Swarna, Kavya Sindhu, Deng, Yihong, Herrin, Jeph S., Ross, Joseph S., Kent, David M., Borah, Bijan J., Crown, William H., Montori, Victor M., Umpierrez, Guillermo E., Galindo, Rodolfo J., Brito, Juan P., Mickelson, Mindy M., Polley, Eric C.

Source: In JACC: Advances April 2024 3(4)

Decomposition analysis as a framework for understanding heterogeneity of treatment effects in non‐randomized health care studies

Authors: Crown, William H.

Source: Pharmaceutical statistics. 20(5):945-951

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100128980751.0x000001&indx=1&recIds=ETOCvdc_100128980751.0x000001

ATRAcTR (Authentic Transparent Relevant Accurate Track-Record): a screening tool to assess the potential for real-world data sources to support creation of credible real-world evidence for regulatory decision-making.

Authors: Berger, Marc L.¹ (AUTHOR) mlberger301@gmail.com, Crown, William H.² (AUTHOR), Li, Jim Z.³ (AUTHOR), Zou, Kelly H.³ (AUTHOR)

Source: Health Services & Outcomes Research Methodology. Sep2024, Vol. 24 Issue 3, p348-365. 18p.

Subject Terms: *Decision making, Consensus (Social sciences), Conceptual structures, Data quality

Quality of life burden on United States infants and caregivers due to lower respiratory tract infection and adjusting for selective testing: Pilot prospective observational study

Authors: Hariharan, Dhwani, Kumar, V. S. Senthil, Glaser, Elizabeth L, Crown, William H., Wolf, Zachary A., Fisher, Kimberley A., Wood, Charles T., Malcolm, William F., Nelson, Christopher B., Shepard, Donald S.

Source: Health science reports. 6(6)

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100186416921.0x000001&indx=1&recIds=ETOCvdc_100186416921.0x000001

Real-World Evidence, Causal Inference, and Machine Learning

Authors: Crown, William H.

Source: In Value in Health May 2019 22(5):587-592

Relative Cost Differences of Initial Treatment Strategies for Newly Diagnosed Opioid Use Disorder

Authors: Larochelle, Marc R., Wakeman, Sarah E., Ameli, Omid, Chaisson, Christine E., McPheeters, Jeffrey T., Crown, William H., Azocar, Francisca, Sanghavi, Darshak M.

Source: Medical care. 58(10):919-926

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100181884365.0x000001&indx=1&recIds=ETOCvdc_100181884365.0x000001

Machine learning models to predict onset of dementia: A label learning approach

Authors: Nori, Vijay S., Hane, Christopher A., Crown, William H., Au, Rhoda, Burke, William J., Sanghavi, Darshak M., Bleicher, Paul

Source: In Alzheimer's & Dementia: Translational Research & Clinical Interventions 2019 5:918-925

Underemployment and the Older Worker: How Big a Problem?

Authors: Crown, William H., Leavitt, Thomas D., American Association of Retired Persons, Washington, DC. Public Policy Inst.

Peer Reviewed: N

Page Count: 30

Descriptors: Adult Education, Disadvantaged, Employment Patterns, Employment Problems, Females, Health Insurance, Middle Aged Adults, Minority Groups, Older Workers, Part Time Employment, Retirement Benefits, Underemployment

Geographic Terms: U.S.; District of Columbia

Journal Code: RIEMAY1998

Predicting Onset of Dementia Using Clinical Notes and Machine Learning: Case-Control Study

Authors: Hane, Christopher A, Nori, Vijay S, Crown, William H, Sanghavi, Darshak M, Bleicher, Paul

Source: JMIR Medical Informatics, Vol 8, Iss 6, p e17819 (2020)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://medinform.jmir.org/2020/6/e17819; https://doaj.org/toc/2291-9694

Access URL: https://doaj.org/article/f3f47b756d474980a359a9b56e5d7089

SSRI Antidepressant Drug Use Patterns in the Naturalistic Setting: A Multivariate Analysis

Authors: Hylan, Timothy R., Crown, William H., Meneades, Laurie, Heiligenstein, John H., Melfi, Catherine A., Croghan, Thomas W., Buesching, Don P.

Source: Medical Care, 1999 Apr 01. 37(4), AS36-AS44.

Access URL: https://www.jstor.org/stable/3767379

Issues in the registration of database studies

Authors: Zarin, Deborah A., Crown, William H., Bierer, Barbara E.

Source: Journal of clinical epidemiology. 121:29-31

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100121289228.0x000001&indx=1&recIds=ETOCvdc_100121289228.0x000001

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An Economic Framework for Evaluating Personalized Medicine

Authors: Stallings, Sarah C., Witt, Whitney P., Crown, William H., Finkelstein, Stan N., Hiller, Arthur J., Sinskey, Anthony J.

Source: Stallings, Sarah C. and Witt, Whitney P. and Crown, William H. and Finkelstein, Stan N. and Hiller, Arthur J. and Sinskey, Anthony J. (2004) An Economic Framework for Evaluating Personalized Medicine. [Industry Studies Working Paper:2004-03]

File Description: application/pdf

Access URL: http://isapapers.pitt.edu/45/

Potential Application of Machine Learning in Health Outcomes Research and Some Statistical Cautions

Authors: Crown, William H.

Source: In Value in Health March 2015 18(2):137-140

Real-World Evidence: Understanding Sources of Variability Through Empirical Analysis

Authors: Crown, William H., Bierer, Barbara E.

Source: Value in health. 24(1):116-117

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100123334210.0x000001&indx=1&recIds=ETOCvdc_100123334210.0x000001

Underutilization of BRCA1/2 testing to guide breast cancer treatment: Black and Hispanic women particularly at risk

Authors: Levy, Douglas E., Byfield, Stacey D., Comstock, Catherine B., Garber, Judy E., Syngal, Sapna, Crown, William H., Shields, Alexandra E. ^*

Source: In Genetics in Medicine April 2011 13(4):349-355

Some Cautions on the Use of Instrumental Variables Estimators in Outcomes Research: How Bias in Instrumental Variables Estimators Is Affected by Instrument Strength, Instrument Contamination, and Sample Size

Authors: Crown, William H., Henk, Henry J., Vanness, David J.

Source: In Value in Health 2011 14(8):1078-1084

Applications of propensity score methods in observational comparative effectiveness and safety research: where have we come and where should we go?

Authors: Borah, Bijan J, Moriarty, James P, Crown, William H, Doshi, Jalpa A

Source: Journal of comparative effectiveness research. 3(1):63-78

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100115602055.0x000001&indx=1&recIds=ETOCvdc_100115602055.0x000001

Alternative Sources of Social Support and Their Impacts on Institutional Risk.

Authors: Pearlman, Deborah N., Crown, William H.

Source: Gerontologist. Aug 1992 32(4):527-535.

Peer Reviewed: Y

Page Count: 9

Descriptors: At Risk Persons, Institutionalized Persons, Nursing Homes, Older Adults, Social Support Groups

Journal Code: CIJJAN1993