Andrew Janowczyk

Search
Skip to content
  • Open-source tools
  • Deep Learning Datasets
  • About Me

Monthly Archives: October 2015

Deep Learning, Digital Histology

Use Case 2: Epithelium Segmentation

October 28, 2015 choosehappy 12 Comments

This blog posts explains how to train a deep learning epithelium segmentation classifier in accordance with our paper “Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases”.

Continue reading Use Case 2: Epithelium Segmentation →

caffedeep learningepithelium segmentationhistologymatlabpythontutorialuse cases
Deep Learning, Digital Histology

Use Case 1: Nuclei Segmentation

October 22, 2015 choosehappy 74 Comments

This blog posts explains how to train a deep learning nuclear segmentation classifier in accordance with our paper “Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases”.

Continue reading Use Case 1: Nuclei Segmentation →

caffedeep learningmatlabnuclei segmentationpythontutorialuse cases

Tidbits from along the way

Recent Posts

  • Approach for Easy Visual Comparison between ground-truth and predicted classes
  • Using QuPath To Help Identify An Optimal Threshold For A Deep Or Machine Learning Classifier
  • A masterclass in Scientific CV writing
  • How to Select the Correct Magnification and Patch Size for Digital Pathology Projects
  • Application of ICC profiles to digital pathology images

Recent Comments

  • choosehappy on Use Case 6: Invasive Ductal Carcinoma (IDC) Segmentation
  • AI lover on Use Case 6: Invasive Ductal Carcinoma (IDC) Segmentation
  • Feiiii on De-array a Tissue Microarray (TMA) using QuPath and Python
  • choosehappy on Application of ICC profiles to digital pathology images
  • choosehappy on De-array a Tissue Microarray (TMA) using QuPath and Python

Archives

  • January 2023
  • December 2022
  • November 2022
  • October 2022
  • August 2022
  • May 2022
  • December 2021
  • November 2021
  • September 2021
  • May 2021
  • December 2020
  • October 2020
  • April 2020
  • October 2019
  • August 2019
  • June 2019
  • April 2019
  • March 2019
  • December 2018
  • October 2018
  • August 2018
  • July 2018
  • April 2018
  • November 2016
  • August 2016
  • July 2016
  • April 2016
  • February 2016
  • December 2015
  • November 2015
  • October 2015
  • September 2015
  • March 2015
  • February 2015
  • January 2015

Categories

  • Deep Learning
  • Digital Histology
  • Uncategorized

Meta

  • Log in
  • Entries feed
  • Comments feed
  • WordPress.org
Proudly powered by WordPress