Similarity Metrics for Biological Data: Algorithmic developments for high-dimensional datasets

Advances in experimental methods in biology have allowed researchers to gain an unprecedentedly high-resolution view of the molecular processes within cells, using so-called single-cell technologies. Every cell in the sample can be individually profiled — the amount of each type of protein or metabo...

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Bibliographic Details
Main Author: Narayan, Ashwin
Other Authors: Berger, Bonnie
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/145044
https://orcid.org/ 0000-0001-7024-9424