Deep Learning for Semantic Segmentation versus Classification in Computational Pathology: Application to mitosis analysis in Breast Cancer grading

Existing computational pathology approaches did not allow, yet, the emergence of effective/efficient computer-aided tools used as a second opinion for pathologists in the daily practice. Focusing on the case of computer-based qualification for breast cancer diagnosis, the present article proposes tw...

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Bibliographic Details
Main Author: Jiménez Garay, Gabriel Alexandro
Other Authors: Racoceanu, Daniel
Format: Dissertation
Language:English
Published: Pontificia Universidad Católica del Perú 2019
Subjects:
Online Access:http://hdl.handle.net/20.500.12404/13969