histolab: A Python library for reproducible Digital Pathology preprocessing with automated testing

histolab: A Python library for reproducible Digital Pathology preprocessing with automated testing

Deep Learning (DL) is rapidly permeating the field of Digital Pathology with algorithms successfully applied to ease daily clinical practice and to discover novel associations. However, most DL workflows for Digital Pathology include custom code for data preprocessing, usually tailored to data and t...

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Bibliographic Details
Main Authors: Alessia Marcolini, Nicole Bussola, Ernesto Arbitrio, Mohamed Amgad, Giuseppe Jurman, Cesare Furlanello
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:SoftwareX
Subjects:
Digital Pathology
Continuous integration
Data preprocessing
Deep Learning
Reproducibility
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711022001558

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http://www.sciencedirect.com/science/article/pii/S2352711022001558

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