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Amanda M. Buch

Visiting Assistant Professor in the Department of Biomedical Engineering
Biomedical Engineering
101 Science Drive, Durham, NC 27708
1427 FCIEMAS, 101 Science Drive, Durham, NC 27708

Current Appointments & Affiliations


Visiting Assistant Professor in the Department of Biomedical Engineering · 2025 - Present Biomedical Engineering, Pratt School of Engineering

Recent Publications


Simple and Scalable Algorithms for Cluster-Aware Precision Medicine

Conference Proceedings of Machine Learning Research · January 1, 2024 AI-enabled precision medicine promises a transformational improvement in healthcare outcomes. However, training on biomedical data presents significant challenges as they are often high dimensional, clustered, and of limited sample size. To overcome these ... Cite

Gene-brain-behavior mechanisms underlying autism spectrum disorder: implications for precision psychiatry.

Journal Article Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · January 2024 Full text Cite

Molecular and network-level mechanisms explaining individual differences in autism spectrum disorder.

Journal Article Nature neuroscience · April 2023 The mechanisms underlying phenotypic heterogeneity in autism spectrum disorder (ASD) are not well understood. Using a large neuroimaging dataset, we identified three latent dimensions of functional brain network connectivity that predicted individual diffe ... Full text Cite
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Education, Training & Certifications


Cornell University · 2022 Ph.D.