Incremental Learning of Deep Convolutional Neural Networks for Tumour Classification in Pathology Images

Incremental Learning of Deep Convolutional Neural Networks for Tumour Classification in Pathology Images

Medical doctors understaffing is becoming a compelling problem in many healthcare systems. This problem can be alleviated by utilising Computer-Aided Diagnosis (CAD) systems to substitute doctors in different tasks, for instance, histopa-thological image classification. The recent surge of deep lear...

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Bibliographic Details
Main Author: Johansson, Philip
Format: Others
Language:English
Published: Linköpings universitet, Institutionen för medicinsk teknik 2019
Subjects:
Deep Learning
Convolutional Nerual Networks
Pathology
Incremental Learning
Catastrophic Forgetting
Generative Adversarial Networks
Auxiliary Classification Generative Adversarial Networks
Computer Sciences
Datavetenskap (datalogi)
Medical Image Processing
Medicinsk bildbehandling
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-158225

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-158225

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