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ORCIDMedical Imaging: Digital Pathology 2016: San Diego, California, USA
- Metin N. Gurcan, Anant Madabhushi:
Medical Imaging 2016: Digital Pathology, San Diego, California, United States, 27 February - 3 March 2016. SPIE Proceedings 9791, SPIE 2016, ISBN 9781510600263 - Front Matter: Volume 9791. 979101
Keynote and Trends
- Geert Litjens, Kai Safferling, Niels Grabe
:
Automated robust registration of grossly misregistered whole-slide images with varying stains. 979103 - Nimit Dhulekar, Basak Oztan, Bülent Yener:
Model coupling for predicting a developmental patterning process. 979104
Precision Medicine and Grading
- Sara Reis, Patrycja Gazinska, John H. Hipwell, Thomy Mertzanidou, Kalnisha Naidoo, Sarah E. Pinder, David J. Hawkes:
Classification of breast cancer stroma as a tool for prognosis. 979105 - David Romo-Bucheli, Andrew Janowczyk, Eduardo Romero, Hannah Gilmore, Anant Madabhushi:
Automated tubule nuclei quantification and correlation with oncotype DX risk categories in ER+ breast cancer whole slide images. 979106 - M. Khalid Khan Niazi, Anil V. Parwani, Metin N. Gurcan:
Computer-assisted bladder cancer grading: α-shapes for color space decomposition. 979107 - Caner Mercan, Ezgi Mercan, Selim Aksoy, Linda G. Shapiro, Donald L. Weaver, Joann G. Elmore:
Multi-instance multi-label learning for whole slide breast histopathology. 979108 - Fazly Salleh Abas, Hamza Numan Gokozan, Behiye Goksel, Jose Javier Otero, Metin N. Gurcan:
Intraoperative neuropathology of glioma recurrence: cell detection and classification. 979109 - Brad M. Keller, Aimilia Gastounioti, Rebecca C. Batiste, Despina Kontos, Michael D. Feldman:
Preliminary evaluation of a fully automated quantitative framework for characterizing general breast tissue histology via color histogram and color texture analysis. 97910A
Detection and Segmentation
- M. Khalid Khan Niazi, Douglas J. Hartman, Liron Pantanowitz, Metin N. Gurcan:
Hotspot detection in pancreatic neuroendocrine tumors: density approximation by α-shape maps. 97910B - Xiuzhong Wang, Chukka Srinivas:
Adaptive local thresholding for robust nucleus segmentation utilizing shape priors. 97910C - Mayan Murray, Melissa L. Hill, Kela Liu, James G. Mainprize, Martin J. Yaffe:
Non-uniform object counting method in large-format pyramid images applied to CD31 vessel counting in whole-mount digital pathology sections. 97910D - Michael Schwier, Horst Karl Hahn, Uta Dahmen, Olaf Dirsch:
Segmentation of vessel structures in serial whole slide sections using region-based context features. 97910E - Pinaki Sarder, Brandon Ginley, John E. Tomaszewski:
Automated renal histopathology: digital extraction and quantification of renal pathology. 97910F
Machine Learning
- J. Sachi Elkerton, Yiwen Xu, J. Geoffrey Pickering, Aaron D. Ward:
Differentiation of arterioles from venules in mouse histology images using machine learning. 97910G - Noel C. F. Codella, Mehdi Moradi, Matt Matasar, Tanveer F. Syeda-Mahmood, John R. Smith:
Lymphoma diagnosis in histopathology using a multi-stage visual learning approach. 97910H - Patrick Leo, George Lee, Anant Madabhushi:
Evaluating stability of histomorphometric features across scanner and staining variations: predicting biochemical recurrence from prostate cancer whole slide images. 97910I - Bassem Ben Cheikh, Philippe Bertheau, Daniel Racoceanu:
A structure-based approach for colon gland segmentation in digital pathology. 97910J - Brian McCall, Mark Pierce, Edward A. Graviss, Rebecca R. Richards-Kortum, Tomasz S. Tkaczyk:
Miniature objective lens for array digital pathology: design improvement based on clinical evaluation. 97910K - Guolan Lu, Xulei Qin, Dongsheng Wang, Susan Muller, Hongzheng Zhang, Amy Y. Chen, Zhuo Georgia Chen, Baowei Fei:
Quantitative diagnosis of tongue cancer from histological images in an animal model. 97910L
Emerging Technologies
- Yi Gao, William Liu, Shipra Arjun, Liangjia Zhu, Vadim Ratner, Tahsin M. Kurç, Joel H. Saltz, Allen R. Tannenbaum:
Multi-scale learning based segmentation of glands in digital colonrectal pathology images. 97910M - Yiwen Xu, J. Geoffrey Pickering, Zengxuan Nong, Aaron D. Ward:
3D morphological measurement of whole slide histological vasculature reconstructions. 97910N - Joseph Peller, Faramarz Farahi, Susan R. Trammell:
Single-pixel hyperspectral imaging for real-time cancer detection: detecting damage in ex vivo porcine tissue samples. 97910O - Ivica Kopriva, Marijana Popovic Hadzija, Mirko Hadzija, Gorana Aralica:
Offset-sparsity decomposition for enhancement of color microscopic image of stained specimen in histopathology: further results. 97910P
Poster Session
- Fahime Sheikhzadeh, Anita Carraro, Jagoda Korbelik, Calum MacAulay, Martial Guillaud, Rabab K. Ward:
Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks. 97910R - Erwan Zerhouni, Bogdan Prisacari, Qing Zhong, Peter Wild, Maria Gabrani:
Deciphering protein signatures using color, morphological, and topological analysis of immunohistochemically stained human tissues. 97910T - Aritra Chowdhury, Christopher J. Sevinsky, Bülent Yener, Kareem S. Aggour, Steven M. Gustafson:
A machine learning approach to quantifying noise in medical images. 97910U - Richard Scott, Faisal M. Khan, Jack Zeineh, Michael J. Donovan, Gerardo Fernandez:
Pathological Gleason prediction through gland ring morphometry in immunofluorescent prostate cancer images. 97910V - Xulei Yang, S. Y. Yeo, S. T. Wong, G. Lee, Yi Su, Jia Mei Hong, Andre Choo, S. Chen:
Color-texture based extreme learning machines for tissue tumor classification. 97910W - Harshita Sharma, Norman Zerbe, Daniel Heim, Stephan Wienert, Sebastian Lohmann, Olaf Hellwich, Peter Hufnagl:
Cell nuclei attributed relational graphs for efficient representation and classification of gastric cancer in digital histopathology. 97910X - Oguzhan Oguz, Cem Emre Akbas, Maen Mallah, Kasim Tasdemir, Ece Akhan Güzelcan, Christian Münzenmayer, Thomas Wittenberg, Aysegül Üner, A. Enis Çetin, Rengül Çetin-Atalay:
Mixture of learners for cancer stem cell detection using CD13 and H and E stained images. 97910Y - Riku Turkki, Nina Linder, Panu E. Kovanen, Teijo Pellinen, Johan Lundin:
Identification of immune cell infiltration in hematoxylin-eosin stained breast cancer samples: texture-based classification of tissue morphologies. 979110 - Hady Ahmady Phoulady, Dmitry B. Goldgof, Lawrence O. Hall, Peter R. Mouton:
Nucleus segmentation in histology images with hierarchical multilevel thresholding. 979111 - Scott Doyle, Margaret Brandwein-Gensler, John Tomaszewski:
Quantification of tumor morphology via 3D histology: application to oral cavity cancers. 979112 - Mohammad Peikari, Anne L. Martel:
Automatic cell detection and segmentation from H and E stained pathology slides using colorspace decorrelation stretching. 979114 - Dmitrii Bychkov, Riku Turkki, Caj Haglund, Nina Linder, Johan Lundin:
Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer. 979115 - Yi Gao, Vadim Ratner, Liangjia Zhu, Tammy Diprima, Tahsin M. Kurç, Allen R. Tannenbaum, Joel H. Saltz:
Hierarchical nucleus segmentation in digital pathology images. 979117 - Shachi Mittal, Tomasz P. Wrobel, L. Suzanne Leslie, Andre Kadjacsy-Balla, Rohit Bhargava:
A four class model for digital breast histopathology using high-definition Fourier transform infrared (FT-IR) spectroscopic imaging. 979118 - Faisal M. Khan, Casimir A. Kulikowski:
The role of imaging based prostate biopsy morphology in a data fusion paradigm for transducing prognostic predictions. 979119 - Yifu Ding, Thomas E. Tavolara, Keith Cheng:
Automated detection of retinal cell nuclei in 3D micro-CT images of zebrafish using support vector machine classification. 97911A - Jianjun Fei, Weifang Zhu, Fei Shi, Dehui Xiang, Xiao Lin, Lei Yang, Xinjian Chen:
Automatic choroid cells segmentation and counting in fluorescence microscopic image. 97911B - Umut Çinar, Yasemin Yardimci Çetin, Rengül Çetin-Atalay, A. Enis Çetin:
Classification of human carcinoma cells using multispectral imagery. 97911C - Tomasz P. Wrobel, Jin Tae Kwak, Andre Kadjacsy-Balla, Rohit Bhargava:
High-definition Fourier transform infrared spectroscopic imaging of prostate tissue. 97911D - Henning Kost, André Homeyer, Peter Bult, Maschenka C. A. Balkenhol, Jeroen A. W. M. van der Laak, Horst K. Hahn:
A generic nuclei detection method for histopathological breast images. 97911E
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