1500 E. Medical Center Dr.
Ann Arbor, MI 48109
Available to mentor
Dr. Schipper is a Professor and Director of the division of Biostatistics and Bioinformatics in the Department of Radiation Oncology. He also has a joint appointment as Professor of Biostatistics. He has developed web apps implementing prediction models and clinical decision aids which have been widely used. He has authored or co-authored more than 170 papers published in peer-reviewed journals.
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PhDUniversity of Michigan, Ann Arbor, 2006
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MSWestern Michigan University, Kalamazoo, 2001
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BSWestern Michigan University, Kalamazoo, 2000
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Center MemberRogel Cancer Center
Clinical Trial Design: Optimal design of early phase cancer clinical trials must make efficient use of the typically small patient sample sizes to address study objectives and inform subsequent trials while also protecting the safety of trial subjects. Our group has proposed approaches for optimally incorporating dose expansion cohorts in early phase trials, an extension of the popular phase I CRM design to accommodate
uncertainly in toxicity assessment and extended small n SMART designs to include continuous tailoring variables for second stage randomization. I have also participated in development of guidelines for content of statistical analysis plans for early phase trials.
Development and Application of Statistical Methods for Personalized Medicine: One of Dr. Schippers long standing interests is use of statistical models to individualize treatment for cancer patients and thus improve patient outcomes. We are working on this in two areas. The first addresses the problem of how to optimize a radiation treatment plan. We have proposed an approach in which the clinicians define a utility function that captures the desirability of multivariable patient outcomes including multiple toxicity and efficacy measures. Then the optimal plan is defined as the plan that maximizes the expected utility which can be calculated from statistical models for the individual outcomes included in the utility definition. In the second approach, we are integrating models for cancer mortality, other cause mortality and overall treatment effects from randomized clinical trials to provide individual estimates of treatment benefit.
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Herr DJ, Yin H, Bergsma D, Dragovic AF, Matuszak M, Grubb M, Dominello M, Movsas B, Kestin LL, Boike T, Bhatt A, Hayman JA, Jolly S, Schipper M, Paximadis P, Michigan Radiation Oncology Quality Consortium . Radiother Oncol, 2024 Aug; 197: 110349Journal ArticleFactors associated with acute esophagitis during radiation therapy for lung cancer.
DOI:10.1016/j.radonc.2024.110349 PMID: 38815695 -
Edwards DM, Schonewolf CA, Rice JD, Schipper M, Haken RKT, Matuszak M, Balter J, Jarema D, Arenberg DA, Piert M, Qin A, Kalemkerian GP, Schneider BJ, Ramnath N, Chapman CH, Elliott DA, Lawrence TS, Hearn J, Hayman JA, Jolly S. Int J Radiat Oncol Biol Phys, 2024 Jul 4;Journal ArticlePhase II Trial Assessing Toxicity of Personalized Response-Based Radiation Treatment in Patients with Locally Advanced Non-Small Cell Lung Cancer.
DOI:10.1016/j.ijrobp.2024.06.018 PMID: 38971385 -
Dykstra M, Thompson J, Aldous J, Jiang S, Hughes T, Hayman J, Dragovic A, Shah J, Chang A, Speers C, Sabel M, Dossett L, Schipper M, Jagsi R. Pract Radiat Oncol, 2024 14 (4): e255 - e263.Journal ArticleThe Effect of Wire Versus Magnetic Seed Localization on Lumpectomy Cavity Size.
DOI:10.1016/j.prro.2023.12.004 PMID: 38161002 -
Bryant AK, Zamora-Resendiz R, Dai X, Morrow D, Lin Y, Jungles KM, Rae JM, Tate A, Pearson AN, Jiang R, Fritsche L, Lawrence TS, Zou W, Schipper M, Ramnath N, Yoo S, Crivelli S, Green MD. Cancer Med, 2024 Jun; 13 (12): e7253Journal ArticleArtificial intelligence to unlock real-world evidence in clinical oncology: A primer on recent advances.
DOI:10.1002/cam4.7253 PMID: 38899720 -
Ramanathan S, Hochstedler KA, Laucis AM, Movsas B, Stevens CW, Kestin LL, Dominello MM, Grills IS, Matuszak M, Hayman J, Paximadis PA, Schipper MJ, Jolly S, Boike TP, Michigan Radiation Oncology Quality Consortium . Clin Lung Cancer, 2024 Jun; 25 (4): e201 - e209.Journal ArticlePredictors of Early Hospice or Death in Patients With Inoperable Lung Cancer Treated With Curative Intent.
DOI:10.1016/j.cllc.2023.12.014 PMID: 38290875 -
Singhal U, Jiang R, Schipper M, Proudfoot J, Chase E, Suresh K, Davicioni E, Jackson WC, Spratt DE, Dess RT, Morgan TM. Journal of Urology, 2024 May; 211 (5S):Proceeding / Abstract / PosterPD42-03 Understanding population-wide genomic risk distribution and integrating clinical-genomic risk for prognostication in prostate cancer
DOI:10.1097/01.ju.0001008560.54103.65.03 -
Gharzai LA, Morris E, Nguyen-Tan PF, Rosenthal DI, Gillison M, Harari PM, Garden AS, Zanotti K, Caudell JJ, Jones CU, Mitchell DL, Krempl GA, Ridge JA, Gensheimer MF, Bonner JA, Le QT, Torres-Saavedra P, Mierzwa ML, Schipper M. International Journal of Radiation Oncology • Biology • Physics, 2024 Apr; 118 (5): e14Journal ArticleSurrogate Endpoints in p16-Positive Squamous Cell Carcinoma of the Oropharynx
DOI:10.1016/j.ijrobp.2024.01.035 -
Edwards DM, Sankar K, Alseri A, Jiang R, Schipper M, Miller S, Dess K, Strohbehn GW, Elliott DA, Moghanaki D, Ramnath N, Green MD, Bryant AK. Int J Radiat Oncol Biol Phys, 2024 Mar 15; 118 (4): 963 - 970.Journal ArticlePneumonitis After Chemoradiotherapy and Adjuvant Durvalumab in Stage III Non-Small Cell Lung Cancer.
DOI:10.1016/j.ijrobp.2023.09.050 PMID: 37793573