Machine Learning Methods for High Throughput Biological Data

Machine learning is becoming a pivotal tool in the analysis of datasets generated from high-throughput biological omics experiments. However, omics data introduces distinctive algorithmic challenges that set it apart from other domains where machine learning is applied. These challenges encompass is...

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Bibliographic Details
Main Author: Murphy, Michael A.
Other Authors: Fraenkel, Ernest
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/154024
https://orcid.org/0000-0002-7343-8383