Digital Pathology - Lecture Notes in Computer Science
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9783030239367, 9783030239374
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scholarly journals Improving Prostate Cancer Detection with Breast Histopathology Images

2019 ◽  
pp. 91-99 ◽  
Author(s):  
Umair Akhtar Hasan Khan ◽  
Carolin Stürenberg ◽  
Oguzhan Gencoglu ◽  
Kevin Sandeman ◽  
Timo Heikkinen ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Cancer Detection ◽  
Prostate Cancer Detection ◽  
Histopathology Images

Icytomine: A User-Friendly Tool for Integrating Workflows on Whole Slide Images

2019 ◽  
pp. 181-189
Author(s):  
Daniel Felipe Gonzalez Obando ◽  
Diana Mandache ◽  
Jean-Christophe Olivo-Marin ◽  
Vannary Meas-Yedid
Keyword(s):  
User Friendly ◽  
Whole Slide Images

A Fast Pyramidal Bayesian Model for Mitosis Detection in Whole-Slide Images

2019 ◽  
pp. 135-143
Author(s):  
Santiago López-Tapia ◽  
José Aneiros-Fernández ◽  
Nicolás Pérez de la Blanca
Keyword(s):  
Bayesian Model ◽  
Mitosis Detection ◽  
Whole Slide Images

scholarly journals Virtualization of Tissue Staining in Digital Pathology Using an Unsupervised Deep Learning Approach

2019 ◽  
pp. 47-55 ◽  
Author(s):  
Amal Lahiani ◽  
Jacob Gildenblat ◽  
Irina Klaman ◽  
Shadi Albarqouni ◽  
Nassir Navab ◽  
...  
Keyword(s):  
Deep Learning ◽  
Digital Pathology ◽  
Learning Approach ◽  
Unsupervised Deep Learning

A Two-Stage U-Net Algorithm for Segmentation of Nuclei in H&E-Stained Tissues

2019 ◽  
pp. 75-82 ◽  
Author(s):  
Amirreza Mahbod ◽  
Gerald Schaefer ◽  
Isabella Ellinger ◽  
Rupert Ecker ◽  
Örjan Smedby ◽  
...  
Keyword(s):  
Two Stage

PanNuke: An Open Pan-Cancer Histology Dataset for Nuclei Instance Segmentation and Classification

2019 ◽  
pp. 11-19 ◽  
Author(s):  
Jevgenij Gamper ◽  
Navid Alemi Koohbanani ◽  
Ksenija Benet ◽  
Ali Khuram ◽  
Nasir Rajpoot
Keyword(s):  
Pan Cancer ◽  
Instance Segmentation

scholarly journals Evaluation of Colour Pre-processing on Patch-Based Classification of H&E-Stained Images

2019 ◽  
pp. 56-64 ◽  
Author(s):  
Francesco Bianconi ◽  
Jakob N. Kather ◽  
Constantino C. Reyes-Aldasoro
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