Medical Imaging 2021: Digital Pathology
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9781510640351, 9781510640368
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scholarly journals Histological grading of the prostate carcinoma using deep learning: an unsupervised approach (Erratum)

2021 ◽  
Author(s):  
Markus Bauer ◽  
Sebastian Zürner ◽  
Markus Kreuz ◽  
Georg Popp ◽  
Ulf-Dietrich Braumann
Keyword(s):  
Deep Learning ◽  
Prostate Carcinoma ◽  
Histological Grading ◽  
Unsupervised Approach

Breast cancer magnification-independent multi-class histopathology classification using dual-step model

2021 ◽  
Author(s):  
Nathan Lang ◽  
Devansh Saxena ◽  
Tina Yen ◽  
Julie Jorns ◽  
Bing Yu ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Step Model

Simple non-iterative clustering and CNNs for coarse segmentation of breast cancer whole-slide images

2021 ◽  
Author(s):  
Rawan Albusayli ◽  
Dinny Graham ◽  
Nirmala Pathmanathan ◽  
Muhammad Shaban ◽  
Fayyaz Minhas ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Whole Slide Images

scholarly journals Medulloblastoma tumor classification using deep transfer learning with multi-scale EfficientNets

2021 ◽  
Author(s):  
Marcel Bengs ◽  
Michael Bockmayr ◽  
Ulrich Schüller ◽  
Alexander Schlaefer
Keyword(s):  
Transfer Learning ◽  
Tumor Classification ◽  
Multi Scale

scholarly journals In silico multi-compartment detection based on multiplex immunohistochemical staining in renal pathology

2021 ◽  
Author(s):  
Kuang-Yu Jen ◽  
Leema Krishna Murali ◽  
Brendon Lutnick ◽  
Brandon Ginley ◽  
Darshana Govind ◽  
...  
Keyword(s):  
In Silico ◽  
Immunohistochemical Staining ◽  
Renal Pathology

Few-shot weakly supervised detection and retrieval in histopathology whole-slide images

2021 ◽  
Author(s):  
Mart van Rijthoven ◽  
Maschenka Balkenhol ◽  
Manfredo Atzori ◽  
Peter Bult ◽  
Jeroen van der Laak ◽  
...  
Keyword(s):  
Weakly Supervised ◽  
Whole Slide Images
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