Susan Murphy lab

Designing online learning and decision-making algorithms to optimize digital health interventions

[Susan Murphy lab @SusanMurphylab1]

I am looking forward to talking about online reinforcement learning for digital health interventions in the dyadic setting in tomorrow’s Decision, Risk and Operations Seminar at the Columbia Business School!

[Susan Murphy lab @SusanMurphylab1]

Postdoc Asim Gazi’s poster “Leveraging Signal Quality Indices in Uncertainty-Informed Decision Making for Adaptive Interventions” won the runner-up Best Poster award at IEEE EMBS BSN 2026!!

[Susan Murphy lab @SusanMurphylab1]

Postdoc Asim Gazi is presenting a poster titled “Leveraging Signal Quality Indices in Uncertainty-Informed Decision Making for Just-in-Time Adaptive Interventions” at IEEE EMBS BSN 2026 tomorrow in Portugal!

[Susan Murphy lab @SusanMurphylab1]

I’m looking for a postdoc to join my lab. Come work on use-inspired research in reinforcement learning for digital health!! To apply, see https://t.co/u6K3tB1QzL

[Susan Murphy lab @SusanMurphylab1]

I’m glad to be among the co-authors on Jason Gibbons’s “Reinforcement Learning for Repetitive Transcranial Magnetic Stimulation Protocol Selection in Treatment-Resistant Depression,” which was just accepted by NPJ Digital Medicine. A great example of careful use of AI methods!

[Susan Murphy lab @SusanMurphylab1]

My heartfelt congratulations to my colleague Tracy Ke on her promotion to a full tenured professorship in the Harvard Statistics department!

[Susan Murphy lab @SusanMurphylab1]

I look forward to speaking oin the AHSR 2026 workshop "Innovations in Methods for Adaptive and Personalizing Prevention, Treatment, and Recovery Services for SUD" tomorrow! See https://t.co/MRHFeKTVy5 for more information.

[Susan Murphy lab @SusanMurphylab1]

Postdoc Asim Gazi is presenting at AHSR 2026 too! His presentation is “Uncertainty-Informed Decision Making for Intelligent Mobile Health Interventions.”

[Susan Murphy lab @SusanMurphylab1]

Former grad student Susobhan Ghosh is presenting “Random-effects based online RL algorithm for the MiWaves JITAI to reduce cannabis use among emerging adults” at AHSR 2026 in Salt Lake City! For conference info, see https://t.co/dgkS4ITAAV

[Susan Murphy lab @SusanMurphylab1]

I am really looking forward to talking on online RL for digital health interventions in the dyadic setting at a joint CLIMB and Neyman seminar at UC Berkeley tomorrow! For info, see https://t.co/5tWTZ6dDNG

[Susan Murphy lab @SusanMurphylab1]

I am looking forward to presenting virtually on online RL in personalizing digital health interventions today at noon in the UMass Chan Medical School's Shriver Academic Seminar Series!

[Susan Murphy lab @SusanMurphylab1]

Congratulations to my collaborator Rose Rocchio and her team for their poster on the Oralytics System Architecture! Rose will deliver a lightning round pitch and the poster at the 2026 Digital Health Workshop 4.0 (see https://t.co/fuYwjrSumk).

[Susan Murphy lab @SusanMurphylab1]

The Murphy lab welcomes new postdoc Jixin Li, who just finished his PhD at Northeastern!

[Susan Murphy lab @SusanMurphylab1]

Congratulations to my colleague @ZipingXu0221 on his NSF DT-BioTech award “Mechanistic-Neural Foundations for Digital Twins of Parkinson's Disease Symptom Dynamics Under Levodopa Treatment”! For more info on the project, see https://t.co/Jvwg8n2s6m

[Susan Murphy lab @SusanMurphylab1]

I am really looking forward to giving a keynote on reinforcement learning for digital health interventions in the dyadic setting at MLHC 2026 tomorrow in Baltimore! For conference info, see https://t.co/YXx0wHQyHi

[Susan Murphy lab @SusanMurphylab1]

It was a pleasure to meet up with Jim Rosenberger at JSM 2026 (https://t.co/TbPTE3xtLT) and hear about his new edited book Gun Violence: The Statistical Issues!

[Susan Murphy lab @SusanMurphylab1]

Postdoc Xueqing Liu (@SusieinMay) is presenting “Factorial Causal Excursion Effects for Longitudinal Multi-Component Interventions” in tomorrow morning’s JSM 2026 session Advances in Methodology for Complex Medical Trial Designs!

[Susan Murphy lab @SusanMurphylab1]

I am looking forward to presenting on reinforcement learning for digital health interventions in the dyadic setting in the session Harnessing Artificial Intelligence for Causal Inference and Experimental Design at JSM tomorrow afternoon!

[Susan Murphy lab @SusanMurphylab1]

It was a pleasure to meet up with my colleague Professor Haipeng Shen of the HKU Business School! His website is https://t.co/PXS7LfgipV

[Susan Murphy lab @SusanMurphylab1]

It was a pleasure to meet up with my colleague Professor Haipeng Shen of the HKU Business School! His website https://t.co/PXS7LfgipV