Kattan, Michael W.

Assessing the Performance of Prediction Models: A Framework for Traditional and Novel Measures

Steyerberg, E. W., Vickers, A. J., Cook, N. R., Gerds, T., Gonen, M., Obuchowski, N., Pencina, M. J., & Kattan, M. W. (2010) · Epidemiology

Statistical Methods in EpidemiologyStatistical Methods and Inference

Cited by 5,170

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

Churpek, M. M., Yuen, T. C., Winslow, C., Meltzer, D. O., Kattan, M. W., & Edelson, D. P. (2016) · Critical Care Medicine

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 638

An Individualized Risk Calculator for Research in Prodromal Psychosis

Cannon, T. D., Yu, C., Addington, J., Bearden, C. E., Cadenhead, K. S., Cornblatt, B. A., Heinssen, R., Jeffries, C. D., Mathalon, D. H., McGlashan, T. H., et al. (2016) · American Journal of Psychiatry

Schizophrenia research and treatmentPsychopathy, Forensic Psychiatry, Sexual Offending

Cited by 574

Meta-analysis: Its strengths and limitations

WALKER, E., HERNANDEZ, A. V., & KATTAN, M. W. (2008) · Cleveland Clinic Journal of Medicine

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 519

Association of Metabolic Surgery With Major Adverse Cardiovascular Outcomes in Patients With Type 2 Diabetes and Obesity

Aminian, A., Zajichek, A., Arterburn, D. E., Wolski, K. E., Brethauer, S. A., Schauer, P. R., Kattan, M. W., & Nissen, S. E. (2019) · JAMA

Bariatric Surgery and OutcomesDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 505

FACTORS PREDICTING RECOVERY OF ERECTIONS AFTER RADICAL PROSTATECTOMY

RABBANI, F., STAPLETON, A. M. F., KATTAN, M. W., WHEELER, T. M., & SCARDINO, P. T. (2000) · Journal of Urology

Prostate Cancer Diagnosis and TreatmentSexual function and dysfunction studies

Cited by 487

Association of Bariatric Surgery With Cancer Risk and Mortality in Adults With Obesity

Aminian, A., Wilson, R., Al-Kurd, A., Tu, C., Milinovich, A., Kroh, M., Rosenthal, R. J., Brethauer, S. A., Schauer, P. R., Kattan, M. W., et al. (2022) · JAMA

Bariatric Surgery and OutcomesCancer Risks and Factors

Cited by 357

Guidelines for Reporting of Statistics for Clinical Research in Urology

Assel, M., Sjoberg, D., Elders, A., Wang, X., Huo, D., Botchway, A., Delfino, K., Fan, Y., Zhao, Z., Koyama, T., et al. (2019) · European Urology

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 335

Plasma levels of interleukin-6 and its soluble receptor are associated with prostate cancer progression and metastasis.

Shariat, S. F., Andrews, B., Kattan, M. W., Kim, J., Wheeler, T. M., & Slawin, K. M. (2001) · Urology

Prostate Cancer Treatment and ResearchCytokine Signaling Pathways and Interactions

Cited by 261

Systemic Therapy in Men With Metastatic Castration-Resistant Prostate Cancer: American Society of Clinical Oncology and Cancer Care Ontario Clinical Practice Guideline

Basch, E., Loblaw, D. A., Oliver, T. K., Carducci, M., Chen, R. C., Frame, J. N., Garrels, K., Hotte, S., Kattan, M. W., Raghavan, D., et al. (2014) · Journal of Clinical Oncology

Prostate Cancer Treatment and ResearchProstate Cancer Diagnosis and Treatment

Cited by 223

Assessing the incremental value of diagnostic and prognostic markers: a review and illustration

Steyerberg, E. W., Pencina, M. J., Lingsma, H. F., Kattan, M. W., Vickers, A. J., & Van Calster, B. (2012) · European Journal of Clinical Investigation

Statistical Methods in EpidemiologyStatistical Methods and Inference

Cited by 219

Predicting an Optimal Outcome After Radical Prostatectomy: The Trifecta Nomogram

Eastham, J. A., Scardino, P. T., & Kattan, M. W. (2008) · Journal of Urology

Prostate Cancer Diagnosis and TreatmentProstate Cancer Treatment and Research

Cited by 205

Pan-cancer prediction of radiotherapy benefit using genomic-adjusted radiation dose (GARD): a cohort-based pooled analysis

Scott, J. G., Sedor, G., Ellsworth, P., Scarborough, J. A., Ahmed, K. A., Oliver, D. E., Eschrich, S. A., Kattan, M. W., & Torres-Roca, J. F. (2021) · The Lancet Oncology

Advanced Radiotherapy TechniquesRadiation Therapy and Dosimetry

Cited by 158

The index of prediction accuracy: an intuitive measure useful for evaluating risk prediction models

Kattan, M. W., & Gerds, T. A. (2018) · Diagnostic and Prognostic Research

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 149

The risk of developing coronary artery disease or congestive heart failure, and overall mortality, in type 2 diabetic patients receiving rosiglitazone, pioglitazone, metformin, or sulfonylureas: a retrospective analysis

Pantalone, K. M., Kattan, M. W., Yu, C., Wells, B. J., Arrigain, S., Jain, A., Atreja, A., & Zimmerman, R. S. (2009) · Acta Diabetologica

Diabetes Treatment and ManagementDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 123

Predicting 10-Year Risk of End-Organ Complications of Type 2 Diabetes With and Without Metabolic Surgery: A Machine Learning Approach

Aminian, A., Zajichek, A., Arterburn, D. E., Wolski, K. E., Brethauer, S. A., Schauer, P. R., Nissen, S. E., & Kattan, M. W. (2020) · Diabetes Care

Bariatric Surgery and OutcomesDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 99

How much weight loss is required for cardiovascular benefits? Insights from a metabolic surgery matched-cohort study

Aminian, A., Zajichek, A., Tu, C., Wolski, K. E., Brethauer, S. A., Schauer, P. R., Kattan, M. W., & Nissen, S. E. (2020) · Annals of Surgery

Bariatric Surgery and OutcomesDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 52

Predicting 6-Year Mortality Risk in Patients With Type 2 Diabetes

Wells, B. J., Jain, A., Arrigain, S., Yu, C., Rosenkrans, W. A., & Kattan, M. W. (2008) · Diabetes Care

Diabetes Treatment and ManagementDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 51

Patient characteristics associated with severe hypoglycemia in a type 2 diabetes cohort in a large, integrated health care system from 2006 to 2015

Misra-Hebert, A. D., Pantalone, K. M., Ji, X., Milinovich, A., Dey, T., Chagin, K. M., Bauman, J. M., Kattan, M. W., & Zimmerman, R. S. (2018) · Diabetes Care

Diabetes Management and ResearchDiabetes Treatment and Management

Cited by 46

Models for Predicting Recurrence, Complications, and Health Status in Women After Pelvic Organ Prolapse Surgery

Jelovsek, J. E., Chagin, K., Lukacz, E. S., Nolen, T. L., Shepherd, J. P., Barber, M. D., Sung, V., Brubaker, L., Norton, P. A., Rahn, D. D., et al. (2018) · Obstetrics & Gynecology

Pelvic floor disorders treatmentsUterine Myomas and Treatments

Cited by 36

The Benefit of Short-Term Weight Loss with Anti-Obesity Medications in Real-World Clinical Practice

Shibuya, K., Ali, K. F., Ji, X., Milinoivh, A., Bauman, J., Kattan, M. W., Pantalone, K. M., & Burguera, B. (2019) · Endocrine Practice

Pharmacology and Obesity TreatmentBariatric Surgery and Outcomes

Cited by 27

Association between shared medical appointments and weight loss outcomes and anti-obesity medication use in patients with obesity

Shibuya, K., Ji, X., Pfoh, E. R., Milinovich, A., Weng, W., Bauman, J., Ganguly, R., Misra‐Hebert, A. D., Hobbs, T. M., Kattan, M. W., et al. (2020) · Obesity Science & Practice

Pharmacology and Obesity TreatmentObesity and Health Practices

Cited by 26