6/17/2025
Machine Learning/AI for Biomedical Applications: Development of innovative advanced machine learning approaches including knowledge-guided meta-learning explainable machine learning frameworks that take advantage of the relationships between genes, cell types, clinical variables,…
3/24/2026
My lab develops statistical learning, deep learning, and AI methods to decode single‑cell and spatial omics data. We hope to use these tools to extract mechanistic insights into how cells…
6/17/2025
My research focuses on the development and application of statistical methods for 'omics prediction and 'omics risk score prediction of complex human diseases and traits. My main interests in human…
6/17/2025
Investigating the brain networks underlying human pain perception through intracranial recordings, EEG, and computational modeling. Basic neuroscience discoveries are translated into targeted clinical trials for deep brain stimulation and focused…
12/8/2025
The Proctor Laboratory integrates systems biology with molecular, cellular, and systems neuroscience into a cutting-edge framework for investigation of multi-scale mechanisms of Alzheimer's disease risk, onset, and progression.
6/17/2025
Research in the Puglia Developmental Neuroanayltics Lab focuses on early brain development and neurodevelopmental outcomes, with an emphasis on longitudinal infant neuroimaging, epigenetics, and quantitative approaches. Research examines how early experiences,…
3/21/2026
I study how genetics, genomics, and environmental factors together drive the development of human diseases. I specialize in statistical methodology developments, data analysis, and theoretical investigations, and my research typically…
