Harrell, Frank E.

Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis

Harrell (2015) · Springer Series in Statistics

Statistical Methods and InferenceStatistical Methods and Bayesian Inference

Cited by 6,878

Evaluating the Yield of Medical Tests

Harrell, F. E. (1982) · JAMA: The Journal of the American Medical Association

Statistical Methods in EpidemiologyCardiac Imaging and Diagnostics

Cited by 3,490

Calculating the sample size required for developing a clinical prediction model

Riley, R. D., Ensor, J., Snell, K. I. E., Harrell, F. E., Martin, G. P., Reitsma, J. B., Moons, K. G. M., Collins, G., & van Smeden, M. (2020) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 2,917

Internal validation of predictive models

Steyerberg, E. W., Harrell, F. E., Borsboom, G. J. J. M., Eijkemans, M. J. C., Vergouwe, Y., & Habbema, J. D. F. (2001) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyStatistical Methods and Inference

Cited by 2,746

Prediction models need appropriate internal, internal-external, and external validation

Steyerberg, E. W., & Harrell, F. E. (2016) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,304

Evaluation of clinical prediction models (part 1): from development to external validation

Collins, G. S., Dhiman, P., Ma, J., Schlussel, M. M., Archer, L., Van Calster, B., Harrell, F. E., Martin, G. P., Moons, K. G. M., van Smeden, M., et al. (2024) · BMJ

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 798

Dealing With Missing Outcome Data in Randomized Trials and Observational Studies

Groenwold, R. H. H., Donders, A. R. T., Roes, K. C. B., Harrell, F. E., & Moons, K. G. M. (2012) · American Journal of Epidemiology

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 398

Effects of an Oral Ghrelin Mimetic on Body Composition and Clinical Outcomes in Healthy Older Adults: A Randomized Trial

Nass, R., Pezzoli, S. S., Oliveri, M. C., Patrie, J. T., Harrell, F. E., Clasey, J. L., Heymsfield, S. B., Bach, M. A., Vance, M. L., & Thorner, M. O. (2008) · Annals of Internal Medicine

Growth Hormone and Insulin-like Growth FactorsNutrition and Health in Aging

Cited by 255

Multivariable Modeling Strategies

Harrell, F. E. (2015) · Springer Series in Statistics

Statistical Methods and InferenceStatistical Methods and Applications

Cited by 221

Modeling continuous response variables using ordinal regression

Liu, Q., Shepherd, B. E., Li, C., & Harrell, F. E. (2017) · Statistics in Medicine

Statistical Methods and Bayesian InferenceProbability and Statistical Research

Cited by 208

Decision‐Making and Outcomes of Prolonged ICU Stays in Seriously Ill Patients

Teno, J. M., Fisher, E., Hamel, M. B., Wu, A. W., Murphy, D. J., Wenger, N. S., Lynn, J., & Harrell, F. E. (2000) · Journal of the American Geriatrics Society

Palliative Care and End-of-Life IssuesEthics in medical practice

Cited by 182

An analysis from the Quality Outcomes Database, Part 1. Disability, quality of life, and pain outcomes following lumbar spine surgery: predicting likely individual patient outcomes for shared decision-making

McGirt, M. J., Bydon, M., Archer, K. R., Devin, C. J., Chotai, S., Parker, S. L., Nian, H., Harrell, F. E., Speroff, T., Dittus, R. S., et al. (2017) · Journal of Neurosurgery: Spine

Spine and Intervertebral Disc PathologyMusculoskeletal pain and rehabilitation

Cited by 176

Ensuring trial validity by data quality assurance and diversification of monitoring methods

Baigent, C., Harrell, F. E., Buyse, M., Emberson, J. R., & Altman, D. G. (2008) · Clinical Trials

Statistical Methods in Clinical TrialsEthics in Clinical Research

Cited by 163

Cefepime vs Piperacillin-Tazobactam in Adults Hospitalized With Acute Infection: The ACORN Randomized Clinical Trial

Qian, E. T., Casey, J. D., Wright, A., Wang, L., Shotwell, M. S., Siemann, J. K., Dear, M. L., Stollings, J. L., Lloyd, B. D., Marvi, T. K., et al. (2023) · JAMA

Acute Kidney Injury ResearchAntibiotics Pharmacokinetics and Efficacy

Cited by 150

Familial occurrence of accessory atrioventricular pathways (preexcitation syndrome)

Vidaillet, H. J., Pressley, J. C., Henke, E., Harrell, F. E., & German, L. D. (1987) · New England Journal of Medicine

Cardiac Arrhythmias and TreatmentsCardiac electrophysiology and arrhythmias

Cited by 147

Neighborhood Deprivation Predicts Heart Failure Risk in a Low-Income Population of Blacks and Whites in the Southeastern United States

Akwo, E. A., Kabagambe, E. K., Harrell, F. E., Blot, W. J., Bachmann, J. M., Wang, T. J., Gupta, D. K., & Lipworth, L. (2018) · Circulation: Cardiovascular Quality and Outcomes

Health disparities and outcomesHeart Failure Treatment and Management

Cited by 143

Racial Differences in the Prevalence of Severe Aortic Stenosis

Patel, D. K., Green, K. D., Fudim, M., Harrell, F. E., Wang, T. J., & Robbins, M. A. (2014) · Journal of the American Heart Association

Cardiac Valve Diseases and TreatmentsAortic Disease and Treatment Approaches

Cited by 127

Anti-remodeling and anti-fibrotic effects of the Neuregulin-1β glial growth factor 2 in a large animal model of heart failure

Galindo, C. L., Kasasbeh, E., Murphy, A., Ryzhov, S., Lenihan, S., Ahmad, F. A., Williams, P., Nunnally, A., Adcock, J., Song, Y., et al. (2014) · Journal of the American Heart Association

Cardiac Fibrosis and RemodelingCongenital heart defects research

Cited by 86

Perceived Increase in Mortality After Process and Policy Changes Implemented With Computerized Physician Order Entry

Rosenbloom, S. T., Harrell, F. E., Lehmann, C. U., Schneider, J. H., Spooner, S. A., & Johnson, K. B. (2006) · Pediatrics

Electronic Health Records SystemsHospital Admissions and Outcomes

Cited by 38

A Phase 2 Randomized Placebo-Controlled Adjuvant Trial of GI-4000, a Recombinant Yeast Expressing Mutated RAS Proteins in Patients with Resected Pancreas Cancer

Muscarella, P., Bekaii-Saab, T., McIntyre, K., Rosemurgy, A., Ross, S. B., Richards, D. A., Fisher, W. E., Flynn, P. J., Mattson, A., Coeshott, C., et al. (2021) · Journal of Pancreatic Cancer

Pancreatic and Hepatic Oncology ResearchImmunotherapy and Immune Responses

Cited by 24

Why are There not More Bayesian Clinical Trials? Ability to Interpret Bayesian and Conventional Statistics Among Medical Researchers

The Medical Outreach Team of the Drug Information Association Bayesian Scientific Working Group, Bray, R., Hartley, A., Wenkert, D., Muehlemann, N., Natanegara, F., Harrell, F. E., Wang, F., & Clark, J. (2023) · Therapeutic Innovation & Regulatory Science

Statistical Methods and Bayesian InferenceStatistical Methods in Clinical Trials

Cited by 9

Metformin and Time to Sustained Recovery in Adults With COVID-19: The ACTIV-6 Randomized Clinical Trial

Bramante, C. T., Stewart, T. G., Boulware, D. R., McCarthy, M. W., Gao, Y., Rothman, R. L., Mourad, A., Thicklin, F., Cohen, J. B., Garcia del Sol, I. T., et al. (2025) · JAMA Internal Medicine

COVID-19 Clinical Research StudiesLong-Term Effects of COVID-19

Cited by 8