Susan A. Murphy,
Professor of Statistics and Computer Science, and Associate Faculty, Kempner Institute, Harvard University
Grants Awarded
- Principle Investigator (9/01/2026-6/30/2030; P50-DA-054039, NIDA) of Project 3, Novel AI-based methods for continual optimization of just-in-time adaptive interventions in SUD services,
in the
Methodologies for Adapting and Personalizing Services for SUD (MAPS 2.0). The M-PIs are I. Nahum-Shani, L. Collins and S. Murphy.
Principle Investigator (08/11/26-04/31/2030; P41EB028242, NIBIB) of Project 2,
Dynamic Optimization of Continuously Adapting mHealth Interventions via Prudent, Statistically Efficient, and Coherent Reinforcement Learning in the The mHealth Center for Discovery, Optimization, and Translation of Temporally-Precise Interventions (the mDOT Center). The overall PI is Santosh Kumar, see mDOT.
Co-Investigator (9/1/2026 - 8/31/2031) 1R01AG093699-01A1, NIA grant, An mHealth intervention to promote physical activity in middle-aged and older adults to
reduce the risk of Alzheimer's disease and related dementias: The Move2Joy randomized controlled trial. The PI is P. Klasnja.
Co-Investigator (01/05/2024-12/31/2028) R01HL125440, NHLBI grant, ADAPT: Enabling robust adaptation in mHealth interventions for supporting maintenance of heart-healthy behaviors. The PI is P. Klasnja.
Co-Investigator (04/01/2024-05/31/2025) 5P30AG73107-03GY3 Pilots, NIA grant, Massachusetts AI and Technology Center for Connected Care in Aging and Alzheimer's Disease. Pilot title: A Digital Dyadic Coach to Promote Oral Health Self-Care in Older Adults. The PI is D. Ganesan and the Pilot PI is I. Nahum-Shani.
Principle Investigator (9/01/2021-6/30/2026; P50DA054039) of Project 3, Continual Optimization
and Personalization of Just-in-Time Adaptive Interventions for SUD Prevention, Treatment and Recovery
in the Center for Methodologies for Adapting and Personalizing
Prevention, Treatment and Recovery Services for SUD and HIV.. The M-PIs are I. Nahum-Shani,
D. Almirall, L. Collins and S. Murphy.
Principle Investigator (7/15/2020-3/31/2024; P41EB028242) of Project 2,
Dynamic Optimization of
Continuously Adapting mHealth Interventions via Prudent, Statistically
Efficient, and Coherent Reinforcement Learning. The overall PI is Santosh Kumar, see mDOT.
Co-Investigator (2021-2027) UG3DE028723 - UH3DE028723, NIDCR grant, Personalized
Digital Behavior Change Interventions to Promote Oral Health. The PI is V. Shetty.
Principal Investigator (2015-2020) of R01 AA023187
NIAAA grant, Data-Based Methods for Just-In-Time Adaptive Interventions
in Alcohol Use
Principal Investigator (2015-2020) of a component on a
P50 DA039838 NIDA grant, Innovative Methods for Constructing Just-In-Time
Adaptive Interventions. The overall PI is Linda Collins, see The Methodology Center
Principal Investigator (2014-2019) of the Michigan Site
of a U54EB020404 grant, NIBIB through funds provided by the trans-NIH Big
Data to Knowledge (BD2K) initiative (www.bd2k.nih.gov). Center of
Excellence for Mobile Sensor Data-to-Knowledge (MD2K) The overall PI
is Santosh Kumar, see MD2K
Co-Investigator (2018-2022) U01 CA229437 NCI grant,
Novel use of mHealth data to identify states of vulnerability and
receptivity to JITAIs. The Co-PIs are I. Nahum-Shani
and D. Wetter.
Co-Investigator (2015-2020) R01 DA039901 NIDA grant, Novel
Longitudinal Methods for SMART Studies of Drug Abuse and HIV The
Co-PIs are I. Nahum-Shani and D. Almirall
Co-Investigator (2014-2019) R01 HL125440 NHLBI/NIA Heart
Steps: Adaptive mHealth interventions for physical-activity maintenance
The PI is P. Klasnja
Principal Investigator (2010-2015) of a component on a
P-50 NIDA methodology grant, SMART Methodology for Developing Adaptive
Interventions. The overall PI is Linda Collins, see The Methodology Center
Principal Investigator (2007-2012) of an R01 NIMH
grant, Learning Adaptive Treatment Strategies in Mental Health.
Principal Investigator (2005-2010) of a component on a
P-50 NIDA grant, Methodology for Developing Adaptive Interventions. The
overall PI is Linda Collins, see The
Methodology Center
Principal Investigator (2004-2006) from on an R21 NIDA
grant, Methodology for Adaptive Treatment Strategies.
Independent Scientist Award K-02 (2002-2007) from NIDA,
Reducing Drug Abuse with Individually Tailored Treatments.
Principal Investigator (2000-2005) of a component on a
P-50 NIDA grant, Inference for the Effects of Time-Dependent Treatments
in the Prevention of Drug Abuse and Other Problem Behaviors. The
overall PI is Linda Collins, see The
Methodology Center
Sole Investigator (1998-2001) for the NSF grant, Inference
for High Dimensional Models
Principal Investigator (1996-1999) of a component on a
P-50 NIDA grant, Multi-level Survival Models for Drug Abuse Prevention
Data. The overall PI is Linda Collins, see The Methodology Center
Sole Investigator (1993-1996) for the NSF grant, Random
Effects Models in Survival Analysis
Susan A.
Murphy,
Harvard University
Science Center 400 Suite
One Oxford Street
Cambridge, MA 02138-2901
Admin: Jess Jackson (617) 495 5497
email: samurphy@fas.harvard.edu
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