Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards
Churpek, Matthew M, Yuen, Trevor C, Winslow, Christopher, Meltzer, David O, Kattan, Michael W, Edelson, Dana P
Published in Critical care medicine (01.02.2016)
Published in Critical care medicine (01.02.2016)
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Prostate cancer – major changes in the American Joint Committee on Cancer eighth edition cancer staging manual
Buyyounouski, Mark K., Choyke, Peter L., McKenney, Jesse K., Sartor, Oliver, Sandler, Howard M., Amin, Mahul B., Kattan, Michael W., Lin, Daniel W.
Published in CA: a cancer journal for clinicians (01.05.2017)
Published in CA: a cancer journal for clinicians (01.05.2017)
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Development and validation of a model for individualized prediction of hospitalization risk in 4,536 patients with COVID-19
Jehi, Lara, Ji, Xinge, Milinovich, Alex, Erzurum, Serpil, Merlino, Amy, Gordon, Steve, Young, James B, Kattan, Michael W
Published in PloS one (11.08.2020)
Published in PloS one (11.08.2020)
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Contemporary Update of a Multi-Institutional Predictive Nomogram for Salvage Radiotherapy After Radical Prostatectomy
Tendulkar, Rahul D, Agrawal, Shree, Gao, Tianming, Efstathiou, Jason A, Pisansky, Thomas M, Michalski, Jeff M, Koontz, Bridget F, Hamstra, Daniel A, Feng, Felix Y, Liauw, Stanley L, Abramowitz, Matthew C, Pollack, Alan, Anscher, Mitchell S, Moghanaki, Drew, Den, Robert B, Stephans, Kevin L, Zietman, Anthony L, Lee, W Robert, Kattan, Michael W, Stephenson, Andrew J
Published in Journal of clinical oncology (20.10.2016)
Published in Journal of clinical oncology (20.10.2016)
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A 17-gene Assay to Predict Prostate Cancer Aggressiveness in the Context of Gleason Grade Heterogeneity, Tumor Multifocality, and Biopsy Undersampling
Klein, Eric A, Cooperberg, Matthew R, Magi-Galluzzi, Cristina, Simko, Jeffry P, Falzarano, Sara M, Maddala, Tara, Chan, June M, Li, Jianbo, Cowan, Janet E, Tsiatis, Athanasios C, Cherbavaz, Diana B, Pelham, Robert J, Tenggara-Hunter, Imelda, Baehner, Frederick L, Knezevic, Dejan, Febbo, Phillip G, Shak, Steven, Kattan, Michael W, Lee, Mark, Carroll, Peter R
Published in European urology (01.09.2014)
Published in European urology (01.09.2014)
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Derivation and validation of a machine learning risk score using biomarker and electronic patient data to predict progression of diabetic kidney disease
Chan, Lili, Nadkarni, Girish N., Fleming, Fergus, McCullough, James R., Connolly, Patricia, Mosoyan, Gohar, El Salem, Fadi, Kattan, Michael W., Vassalotti, Joseph A., Murphy, Barbara, Donovan, Michael J., Coca, Steven G., Damrauer, Scott M.
Published in Diabetologia (01.07.2021)
Published in Diabetologia (01.07.2021)
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A closed testing procedure to select an appropriate method for updating prediction models
Vergouwe, Yvonne, Nieboer, Daan, Oostenbrink, Rianne, Debray, Thomas P. A., Murray, Gordon D., Kattan, Michael W., Koffijberg, Hendrik, Moons, Karel G. M., Steyerberg, Ewout W.
Published in Statistics in medicine (10.12.2017)
Published in Statistics in medicine (10.12.2017)
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American Joint Committee on Cancer acceptance criteria for inclusion of risk models for individualized prognosis in the practice of precision medicine
Kattan, Michael W., Hess, Kenneth R., Amin, Mahul B., Lu, Ying, Moons, Karl G.M., Gershenwald, Jeffrey E., Gimotty, Phyllis A., Guinney, Justin H., Halabi, Susan, Lazar, Alexander J., Mahar, Alyson L., Patel, Tushar, Sargent, Daniel J., Weiser, Martin R., Compton, Carolyn
Published in CA: a cancer journal for clinicians (01.09.2016)
Published in CA: a cancer journal for clinicians (01.09.2016)
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Outcome Prediction in Primary Resected Retroperitoneal Soft Tissue Sarcoma: Histology-Specific Overall Survival and Disease-Free Survival Nomograms Built on Major Sarcoma Center Data Sets
GRONCHI, Alessandro, MICELI, Rosalba, BONVALOT, Sylvie, MARIANI, Luigi, POLLOCK, Raphael E, SHURELL, Elizabeth, EILBER, Fritz C, EILBER, Frederick R, ANAYA, Daniel A, KATTAN, Michael W, HONORE, Charles, LEV, Dina C, COLOMBO, Chiara
Published in Journal of clinical oncology (01.05.2013)
Published in Journal of clinical oncology (01.05.2013)
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Cost-effectiveness of surgery for drug-resistant temporal lobe epilepsy in the US
Sheikh, Shehryar R, Kattan, Michael W, Steinmetz, Michael, Singer, Mendel E, Udeh, Belinda L, Jehi, Lara
Published in Neurology (08.09.2020)
Published in Neurology (08.09.2020)
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Predicting 15-Year Prostate Cancer Specific Mortality After Radical Prostatectomy
Eggener, Scott E, Scardino, Peter T, Walsh, Patrick C, Han, Misop, Partin, Alan W, Trock, Bruce J, Feng, Zhaoyong, Wood, David P, Eastham, James A, Yossepowitch, Ofer, Rabah, Danny M, Kattan, Michael W, Yu, Changhong, Klein, Eric A, Stephenson, Andrew J
Published in The Journal of urology (01.03.2011)
Published in The Journal of urology (01.03.2011)
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Differences in Biologic Utilization and Surgery Rates in Pediatric and Adult Crohn’s Disease: Results From a Large Electronic Medical Record-derived Cohort
Kurowski, Jacob A, Milinovich, Alex, Ji, Xinge, Bauman, Janine, Sugano, David, Kattan, Michael W, Achkar, Jean-Paul
Published in Inflammatory bowel diseases (15.06.2021)
Published in Inflammatory bowel diseases (15.06.2021)
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Impacts of COVID-19 on Glycemia and Risk of Diabetic Ketoacidosis
Sharma, Anukriti, Misra-Hebert, Anita D, Mariam, Arshiya, Milinovich, Alex, Onuzuruike, Anthony, Koomson, Wilhemina, Kattan, Michael W, Pantalone, Kevin M, Rotroff, Daniel M
Published in Diabetes (New York, N.Y.) (01.05.2023)
Published in Diabetes (New York, N.Y.) (01.05.2023)
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Development and validation of nomograms to provide individualised predictions of seizure outcomes after epilepsy surgery: a retrospective analysis
Jehi, Lara, MD, Yardi, Ruta, MD, Chagin, Kevin, Tassi, Laura, MD, Russo, Giorgio Lo, MD, Worrell, Gregory, MD, Hu, Wei, MD, Cendes, Fernando, MD, Morita, Marcia, MD, Bartolomei, Fabrice, MD, Chauvel, Patrick, MD, Najm, Imad, MD, Gonzalez-Martinez, Jorge, MD, Bingaman, William, MD, Kattan, Michael W, PhD
Published in Lancet neurology (01.03.2015)
Published in Lancet neurology (01.03.2015)
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Ten-Year Outcomes and Risk Factors After Anterior Cruciate Ligament Reconstruction: A MOON Longitudinal Prospective Cohort Study
Spindler, Kurt P, Huston, Laura J, Chagin, Kevin M, Kattan, Michael W, Reinke, Emily K, Amendola, Annunziato, Andrish, Jack T, Brophy, Robert H, Cox, Charles L, Dunn, Warren R, Flanigan, David C, Jones, Morgan H, Kaeding, Christopher C, Magnussen, Robert A, Marx, Robert G, Matava, Matthew J, McCarty, Eric C, Parker, Richard D, Pedroza, Angela D, Vidal, Armando F, Wolcott, Michelle L, Wolf, Brian R, Wright, Rick W
Published in The American journal of sports medicine (01.03.2018)
Published in The American journal of sports medicine (01.03.2018)
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Clinical Inertia in Type 2 Diabetes Management: Evidence From a Large, Real-World Data Set
Pantalone, Kevin M, Misra-Hebert, Anita D, Hobbs, Todd M, Ji, Xinge, Kong, Sheldon X, Milinovich, Alex, Weng, Wayne, Bauman, Janine, Ganguly, Rahul, Burguera, Bartolome, Kattan, Michael W, Zimmerman, Robert S
Published in Diabetes care (01.07.2018)
Published in Diabetes care (01.07.2018)
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Urinary PCA3 as a Predictor of Prostate Cancer in a Cohort of 3,073 Men Undergoing Initial Prostate Biopsy
Chevli, K. Kent, Duff, Michael, Walter, Peter, Yu, Changhong, Capuder, Brian, Elshafei, Ahmed, Malczewski, Stephanie, Kattan, Michael W, Jones, J. Stephen
Published in The Journal of urology (01.06.2014)
Published in The Journal of urology (01.06.2014)
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Comparison of 1,800 laparoscopic and open partial nephrectomies for single renal tumors
Gill, Inderbir S, Kavoussi, Louis R, Lane, Brian R, Blute, Michael L, Babineau, Denise, Colombo, Jr, J Roberto, Frank, Igor, Permpongkosol, Sompol, Weight, Christopher J, Kaouk, Jihad H, Kattan, Michael W, Novick, Andrew C
Published in The Journal of urology (01.07.2007)
Published in The Journal of urology (01.07.2007)
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