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ECDP 2019: Warwick, UK
- Constantino Carlos Reyes-Aldasoro
, Andrew Janowczyk, Mitko Veta, Peter Bankhead, Korsuk Sirinukunwattana:
Digital Pathology - 15th European Congress, ECDP 2019, Warwick, UK, April 10-13, 2019, Proceedings. Lecture Notes in Computer Science 11435, Springer 2019, ISBN 978-3-030-23936-7
Image Datasets and Virtual Staining
- Sébastien Besson
Bringing Open Data to Whole Slide Imaging. 3-10 - Jevgenij Gamper, Navid Alemi Koohbanani, Ksenija Benet, Ali Khuram, Nasir M. Rajpoot
PanNuke: An Open Pan-Cancer Histology Dataset for Nuclei Instance Segmentation and Classification. 11-19 - Jacob Carse, Stephen J. McKenna
Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs. 20-27 - Wafa Chenni, Habib Herbi, Morteza Babaie
Patch Clustering for Representation of Histopathology Images. 28-37 - Michael Gadermayr
Virtually Redying Histological Images with Generative Adversarial Networks to Facilitate Unsupervised Segmentation: A Proof-of-Concept Study. 38-46 - Amal Lahiani, Jacob Gildenblat, Irina Klaman, Shadi Albarqouni
Virtualization of Tissue Staining in Digital Pathology Using an Unsupervised Deep Learning Approach. 47-55 - Francesco Bianconi, Jakob Nikolas Kather, Constantino Carlos Reyes-Aldasoro
Evaluation of Colour Pre-processing on Patch-Based Classification of H&E-Stained Images. 56-64
Segmentation
- Nikhil Seth, Shazia Akbar, Sharon Nofech-Mozes, Sherine Salama, Anne L. Martel
Automated Segmentation of DCIS in Whole Slide Images. 67-74 - Amirreza Mahbod
A Two-Stage U-Net Algorithm for Segmentation of Nuclei in H&E-Stained Tissues. 75-82 - Matthias Bergler, Michaela Benz
Automatic Detection of Tumor Buds in Pan-Cytokeratin Stained Colorectal Cancer Sections by a Hybrid Image Analysis Approach. 83-90 - Umair Akhtar Hasan Khan, Carolin Stürenberg, Oguzhan Gencoglu, Kevin Sandeman, Timo Heikkinen, Antti Rannikko
Improving Prostate Cancer Detection with Breast Histopathology Images. 91-99 - Jun Xu, Chengfei Cai, Yangshu Zhou, Bo Yao, Geyang Xu, Xiangxue Wang, Ke Zhao
Multi-tissue Partitioning for Whole Slide Images of Colorectal Cancer Histopathology Images with Deeptissue Net. 100-108 - Simon Graham, David B. A. Epstein, Nasir M. Rajpoot
Rota-Net: Rotation Equivariant Network for Simultaneous Gland and Lumen Segmentation in Colon Histology Images. 109-116 - Jun Xu, Haoda Lu, Haixin Li, Xiangxue Wang, Anant Madabhushi, Yujun Xu:
Histopathological Image Analysis on Mouse Testes for Automated Staging of Mouse Seminiferous Tubule. 117-124 - Morteza Babaie
Deep Features for Tissue-Fold Detection in Histopathology Images. 125-132
Computer-Assisted Diagnosis and Prognosis
- Santiago López-Tapia, José Aneiros-Fernández, Nicolás Pérez de la Blanca:
A Fast Pyramidal Bayesian Model for Mitosis Detection in Whole-Slide Images. 135-143 - Santiago López-Tapia, Cristobal Olivencia, José Aneiros-Fernández, Nicolás Pérez de la Blanca:
Improvement of Mitosis Detection Through the Combination of PHH3 and HE Features. 144-152 - Auranuch Lorsakul, William Day:
A New Paradigm of RNA-Signal Quantitation and Contextual Visualization for On-Slide Tissue Analysis. 153-162 - Talha Qaiser, Matthew Pugh
Digital Tumor-Collagen Proximity Signature Predicts Survival in Diffuse Large B-Cell Lymphoma. 163-171 - Vibha Gupta, Arnav Bhavsar
An Integrated Multi-scale Model for Breast Cancer Histopathological Image Classification Using CNN-Pooling and Color-Texture Features. 172-180 - Daniel Felipe Gonzalez Obando
Icytomine: A User-Friendly Tool for Integrating Workflows on Whole Slide Images. 181-189
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