Theory and Applications of Matrix Completion in Genomics Datasets

The advent of rapid and efficient biological screening and sequencing technologies has enabled high-throughput data collection, opening the door to improvements in drug discovery, disease identification, and personalized medicine, among others. The size and scope of such datasets is unprecedented, a...

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Bibliographic Details
Main Author: Stefanakis, George
Other Authors: Uhler, Caroline
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144547