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ORCIDDigital Pathology 2017: Orlando, Florida, USA
- Metin N. Gurcan, John Tomaszewski:
Medical Imaging 2017: Digital Pathology, Orlando, Florida, United States, 11-16 February 2017. SPIE Proceedings 10140, SPIE 2017, ISBN 9781510607255 - Front Matter: Volume 10140. 1014001
Emerging Technologies
- Ziba Gandomkar
, Patrick C. Brennan, Claudia Mello-Thoms:
Determining local and contextual features describing appearance of difficult to identify mitotic figures. 1014002 - Ivica Kopriva, Maria Brbic, Dijana Tolic, Nino Antulov-Fantulin, Xinjian Chen:
Fast clustering in linear 1D subspaces: segmentation of microscopic image of unstained specimens. 1014003 - Hari Sreedhar, Vishal K. Varma, Benjamin Bird, Grace Guzman, Michael J. Walsh:
Applications of QCL mid-IR imaging to the advancement of pathology. 1014004 - Snehal Ulhas Salunke, Tova Ablove, Theresa Danforth, John Tomaszewski, Scott Doyle:
Data-driven sampling method for building 3D anatomical models from serial histology. 1014005 - Mohaddeseh Koosha, Seyed Pourya Hoseini Alinodehi, Mircea Nicolescu, Zahra Safaei Naraghi:
Automatic evaluation of skin histopathological images for melanocytic features. 1014006
Detection and Segmentation
- Auranuch Lorsakul, Emilia Andersson, Suzana Vega Harring, Hadassah Sade, Oliver Grimm, Jörg Bredno:
Automated wholeslide analysis of multiplex-brightfield IHC images for cancer cells and carcinoma-associated fibroblasts. 1014007 - Jin Tae Kwak, Stephen M. Hewitt:
Lumen-based detection of prostate cancer via convolutional neural networks. 1014008 - Mehmet Yigitsoy, Günter Schmidt:
Hierarchical patch-based co-registration of differently stained histopathology slides. 1014009 - Chao-Hui Huang, Daniel Racoceanu:
Automated high-grade prostate cancer detection and ranking on whole slide images. 101400A - Sebastian Krappe, Michaela Benz, Alexander Gryanik, Egbert Tannich, Christine Wegner, Marc Stamminger, Thomas Wittenberg, Christian Münzenmayer:
Automated plasmodia recognition in microscopic images for diagnosis of malaria using convolutional neural networks. 101400B - Bassem Ben Cheikh, Catherine Bor-Angelier, Daniel Racoceanu:
A model of tumor architecture and spatial interactions with tumor microenvironment in breast carcinoma. 101400C
Precision Medicine and Grading
- Brandon Ginley, Tiffany Emmons, Prabhu Sasankan, Constantin Urban, Brahm H. Segal, Pinaki Sarder:
Identification and characterization of neutrophil extracellular trap shapes in flow cytometry. 101400D - Çaglar Senaras, Michael Pennell, Weijie Chen, Berkman Sahiner, Arwa Shana'ah, Abner Louissaint, Robert Paul Hasserjian, Gerard Lozanski, Metin Nafi Gürcan:
FOXP3-stained image analysis for follicular lymphoma: optimal adaptive thresholding with maximal nucleus coverage. 101400E - Kristians Diaz, Maximilian Baust, Nassir Navab:
Context-sensitive patch histograms for detecting rare events in histopathological data. 101400F - Brandon Ginley, John Tomaszewski, Pinaki Sarder:
Automatic computational labeling of glomerular textural boundaries. 101400G - Neeraj Kumar, Ruchika Verma, Ashish Arora, Abhay Kumar, Sanchit Gupta, Amit Sethi, Peter H. Gann:
Convolutional neural networks for prostate cancer recurrence prediction. 101400H
Keynote and Trends
- Brendon Lutnick, John Tomaszewski, Pinaki Sarder:
Leveraging unsupervised training sets for multi-scale compartmentalization in renal pathology. 101400I - M. Khalid Khan Niazi, Gillian Beamer, Metin N. Gurcan:
A computational framework to detect normal and tuberculosis infected lung from H and E-stained whole slide images. 101400J - Naiyun Zhou, Xiaxia Yu, Tianhao Zhao, Si Wen, Fusheng Wang, Wei Zhu, Tahsin M. Kurç, Allen R. Tannenbaum, Joel H. Saltz, Yi Gao:
Evaluation of nucleus segmentation in digital pathology images through large scale image synthesis. 101400K
Poster Session
- Pawel Kleczek, Grzegorz Dyduch, Joanna Jaworek-Korjakowska, Ryszard Tadeusiewicz:
Automated epidermis segmentation in histopathological images of human skin stained with hematoxylin and eosin. 101400M - Wolfgang Aichinger, Sebastian Krappe, A. Enis Çetin, Rengül Çetin-Atalay, Aysegül Üner, Michaela Benz, Thomas Wittenberg, Marc Stamminger, Christian Münzenmayer:
Automated cancer stem cell recognition in H and E stained tissue using convolutional neural networks and color deconvolution. 101400N - Oscar Alfonso Jiménez del Toro, Manfredo Atzori, Sebastian Otálora, Mats Andersson, Kristian Eurén, Martin Hedlund, Peter Rönnquist, Henning Müller:
Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score. 101400O - Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani:
Heterogeneity characterization of immunohistochemistry stained tissue using convolutional autoencoder. 101400P - Aritra Chowdhury, Christopher J. Sevinsky, Alberto Santamaría-Pang, Bülent Yener:
A computational study on convolutional feature combination strategies for grade classification in colon cancer using fluorescence microscopy data. 101400Q - Firdous Saleheen, Aldo Badano, Wei-Chung Cheng:
Evaluating color performance of whole-slide imaging devices by multispectral-imaging of biological tissues. 101400R - Anna Gummeson, Ida Arvidsson, Mattias Ohlsson, Niels Christian Overgaard, Agnieszka Krzyzanowska, Anders Heyden, Anders Bjartell, Kalle Åström:
Automatic Gleason grading of H and E stained microscopic prostate images using deep convolutional neural networks. 101400S - Young Hwan Chang, Guillaume Thibault, Brett Johnson, Adam A. Margolin, Joe W. Gray:
Integrative analysis on histopathological image for identifying cellular heterogeneity. 101400T - Masahiro Ishikawa, Sumire Watanabe, Natsuki Honda, Naoki Kobayashi, Tokiya Abe, Akinori Hashiguchi, Michiie Sakamoto:
Extraction of glomeruli in whole slide imaging of kidney biopsy specimens. 101400U - Tyna A. Hope, Martin J. Yaffe:
Unsupervised segmentation of H and E breast images. 101400V - Naiyun Zhou, Yi Gao:
Optimized color decomposition of localized whole slide images and convolutional neural network for intermediate prostate cancer classification. 101400W - Alireza Nasiri Avanaki, Christian Lanciault, Kathryn S. Espig, Albert Xthona, Tom R. L. Kimpe:
Panning artifacts in digital pathology images. 101400Y - Emi Hashimoto, Masahiro Ishikawa, Kazuma Shinoda, Madoka Hasegawa, Hideki Komagata, Naoki Kobayashi, Naoki Mochidome, Yoshinao Oda, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume:
Tissue classification of liver pathological tissue specimens image using spectral features. 101400Z - Lingdao Sha, Dan Schonfeld, Amit Sethi:
Color normalization of histology slides using graph regularized sparse NMF. 1014010 - Shoko Tsutsumi, Wataru Tamashiro, Mitsuru Sato, Mika Okajima, Toshihiro Ogura, Kunio Doi:
Frequency analysis of gaze points with CT colonography interpretation using eye gaze tracking system. 1014011 - Yushan Zheng, Zhiguo Jiang, Yibing Ma, Haopeng Zhang, Fengying Xie, Huaqiang Shi, Yu Zhao:
Content-based histopathological image retrieval for whole slide image database using binary codes. 1014013
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