High-Content Analysis of Breast Cancer Using Single-Cell Deep Transfer Learning

High-content analysis has revolutionized cancer drug discovery by identifying substances that alter the phenotype of a cell, which prevents tumor growth and metastasis. The high-resolution biofluorescence images from assays allow precise quantitative measures enabling the distinction of small molecu...

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Bibliographic Details
Main Author: Kandaswamy, C. (author)
Other Authors: Silva, L. M. (author), Alexandre, L. A. (author), Santos, Jorge M. (author)
Format: article
Language:eng
Published: 2016
Subjects:
Cancer drug discovery
Deep transfer learning
High-content screening
Image analysis
Online Access:http://hdl.handle.net/10400.22/7965
Country:Portugal
Oai:oai:recipp.ipp.pt:10400.22/7965

Internet

http://hdl.handle.net/10400.22/7965

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