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数字病理学:第15届欧洲大会,ECDP 2019,英国沃里克,2019年4月10日至13日,会议记录-Digital Pathology: 15th European Congress, ECDP 2

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标题(title):Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10–13, 2019, Proceedings
数字病理学:第15届欧洲大会,ECDP 2019,英国沃里克,2019年4月10日至13日,会议记录
作者(author):Constantino Carlos Reyes-Aldasoro, Andrew Janowczyk, Mitko Veta, Peter Bankhead, Korsuk Sirinukunwattana
出版社(publisher):Springer International Publishing
大小(size):54 MB (56705371 bytes)
格式(extension):pdf
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This book constitutes the refereed proceedings of the 15th European Congress on Digital Pathology, ECDP 2019, held in Warwick, UK in April 2019. The 21 full papers presented in this volume were carefully reviewed and selected from 30 submissions. The congress theme will be Accelerating Clinical Deployment, with a focus on computational pathology and leveraging the power of big data and artificial intelligence to bridge the gaps between research, development, and clinical uptake.


Table of contents :
Front Matter ....Pages i-xi
Front Matter ....Pages 1-1
Bringing Open Data to Whole Slide Imaging (Sébastien Besson, Roger Leigh, Melissa Linkert, Chris Allan, Jean-Marie Burel, Mark Carroll et al.)....Pages 3-10
PanNuke: An Open Pan-Cancer Histology Dataset for Nuclei Instance Segmentation and Classification (Jevgenij Gamper, Navid Alemi Koohbanani, Ksenija Benet, Ali Khuram, Nasir Rajpoot)....Pages 11-19
Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs (Jacob Carse, Stephen McKenna)....Pages 20-27
Patch Clustering for Representation of Histopathology Images (Wafa Chenni, Habib Herbi, Morteza Babaie, Hamid R. Tizhoosh)....Pages 28-37
Virtually Redying Histological Images with Generative Adversarial Networks to Facilitate Unsupervised Segmentation: A Proof-of-Concept Study (Michael Gadermayr, Barbara M. Klinkhammer, Peter Boor)....Pages 38-46
Virtualization of Tissue Staining in Digital Pathology Using an Unsupervised Deep Learning Approach (Amal Lahiani, Jacob Gildenblat, Irina Klaman, Shadi Albarqouni, Nassir Navab, Eldad Klaiman)....Pages 47-55
Evaluation of Colour Pre-processing on Patch-Based Classification of H&E-Stained Images (Francesco Bianconi, Jakob N. Kather, Constantino C. Reyes-Aldasoro)....Pages 56-64
Front Matter ....Pages 65-65
Automated Segmentation of DCIS in Whole Slide Images (Nikhil Seth, Shazia Akbar, Sharon Nofech-Mozes, Sherine Salama, Anne L. Martel)....Pages 67-74
A Two-Stage U-Net Algorithm for Segmentation of Nuclei in H&E-Stained Tissues (Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang)....Pages 75-82
Automatic Detection of Tumor Buds in Pan-Cytokeratin Stained Colorectal Cancer Sections by a Hybrid Image Analysis Approach (Matthias Bergler, Michaela Benz, David Rauber, David Hartmann, Malte Kötter, Markus Eckstein et al.)....Pages 83-90
Improving Prostate Cancer Detection with Breast Histopathology Images (Umair Akhtar Hasan Khan, Carolin Stürenberg, Oguzhan Gencoglu, Kevin Sandeman, Timo Heikkinen, Antti Rannikko et al.)....Pages 91-99
Multi-tissue Partitioning for Whole Slide Images of Colorectal Cancer Histopathology Images with Deeptissue Net (Jun Xu, Chengfei Cai, Yangshu Zhou, Bo Yao, Geyang Xu, Xiangxue Wang et al.)....Pages 100-108
Rota-Net: Rotation Equivariant Network for Simultaneous Gland and Lumen Segmentation in Colon Histology Images (Simon Graham, David Epstein, Nasir Rajpoot)....Pages 109-116
Histopathological Image Analysis on Mouse Testes for Automated Staging of Mouse Seminiferous Tubule (Jun Xu, Haoda Lu, Haixin Li, Xiangxue Wang, Anant Madabhushi, Yujun Xu)....Pages 117-124
Deep Features for Tissue-Fold Detection in Histopathology Images (Morteza Babaie, Hamid R. Tizhoosh)....Pages 125-132
Front Matter ....Pages 133-133
A Fast Pyramidal Bayesian Model for Mitosis Detection in Whole-Slide Images (Santiago López-Tapia, José Aneiros-Fernández, Nicolás Pérez de la Blanca)....Pages 135-143
Improvement of Mitosis Detection Through the Combination of PHH3 and HE Features (Santiago López-Tapia, Cristobal Olivencia, José Aneiros-Fernández, Nicolás Pérez de la Blanca)....Pages 144-152
A New Paradigm of RNA-Signal Quantitation and Contextual Visualization for On-Slide Tissue Analysis (Auranuch Lorsakul, William Day)....Pages 153-162
Digital Tumor-Collagen Proximity Signature Predicts Survival in Diffuse Large B-Cell Lymphoma (Talha Qaiser, Matthew Pugh, Sandra Margielewska, Robert Hollows, Paul Murray, Nasir Rajpoot)....Pages 163-171
An Integrated Multi-scale Model for Breast Cancer Histopathological Image Classification Using CNN-Pooling and Color-Texture Features (Vibha Gupta, Arnav Bhavsar)....Pages 172-180
Icytomine: A User-Friendly Tool for Integrating Workflows on Whole Slide Images (Daniel Felipe Gonzalez Obando, Diana Mandache, Jean-Christophe Olivo-Marin, Vannary Meas-Yedid)....Pages 181-189
Back Matter ....Pages 191-192
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数字病理学:第15届欧洲大会,ECDP 2019,英国沃里克,2019年4月10日至13日,会议记录-Digital Pathology: 15th European Congress, ECDP 2
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