Deep learning nuclei detection: A simple approach can deliver state-of-the-art results

Author:

Höfener HenningORCID,Homeyer AndréORCID,Weiss Nick,Molin Jesper,Lundström Claes F.,Hahn Horst K.

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference28 articles.

1. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems;Abadi,2015

2. Malignant mesothelioma of the pleura: interobserver variability;Andrion;J. Clin. Pathol.,1995

3. Learning to detect cells using non-overlapping extremal regions;Arteta,2012

4. Understanding dropout;Baldi,2013

5. Chollet, F., 2015. Keras [WWW Document]. URL https://github.com/fchollet/keras.

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