Madeline R Abbott

Biography

Education and Training

• PhD, Biostatistics
  University of Michigan

Publications

• A Bayesian joint longitudinal-survival model with a latent stochastic process for intensive longitudinal data.

  Abbott MR, Dempsey WH, Nahum-Shani I, Potter LN, Wetter DW, Lam CY, Taylor JMG. Biometrics 2025 Apr 02

  PMID: 40322850

• RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions

  E Huch, J Shi, MR Abbott, J Golbus, A Moreno, W Dempsey. Advances in Neural Information Processing Systems 2025

• A latent variable approach to jointly modeling longitudinal and cumulative event data using a weighted two-stage method.

  Abbott MR, Nahum-Shani I, Lam CY, Potter LN, Wetter DW, Dempsey WH. Stat Med 2024 Sep 20

  PMID: 39030763

• Comparing Individualized Survival Predictions From Random Survival Forests and Multistate Models in the Presence of Missing Data: A Case Study of Patients With Oropharyngeal Cancer.

  Abbott MR, Beesley LJ, Bellile EL, Shuman AG, Rozek LS, Taylor JMG. Cancer Inform 2025

  PMID: 37426052

• Predictors of Acute and Late Toxicity in Patients Receiving Chemoradiation for Unresectable Pancreatic Cancer.

  Das R, Abbott MR, Hadley SW, Sahai V, Bednar F, Evans JR, Schipper MJ, Lawrence TS, Cuneo KC. Adv Radiat Oncol 2023 Nov-Dec

  PMID: 38047228