COMPAY/OMIA@MICCAI

Publications

2018

Zaiwang Gu, Peng Liu, Kang Zhou, Yuming Jiang, Haoyu Mao, Jun Cheng, Jiang Liu
DeepDisc: Optic Disc Segmentation Based on Atrous Convolution and Spatial Pyramid Pooling. COMPAY/OMIA@MICCAI (2018)
Gabriel Lepetit-Aimon, Renaud Duval, Farida Cheriet
Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images. COMPAY/OMIA@MICCAI (2018)
Yusuf H. Roohani, Eric G. Kiss
Improving Accuracy of Nuclei Segmentation by Reducing Histological Image Variability. COMPAY/OMIA@MICCAI (2018)
Thomas de Bel, Meyke Hermsen, Geert Litjens, Jeroen van der Laak
Structure Instance Segmentation in Renal Tissue: A Case Study on Tubular Immune Cell Detection. COMPAY/OMIA@MICCAI (2018)
Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Hoffmann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof
Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow. COMPAY/OMIA@MICCAI (2018)
Min Chen, James C. Gee, Jerry L. Prince, Geoffrey Karl Aguirre
2D Modeling and Correction of Fan-Beam Scan Geometry in OCT. COMPAY/OMIA@MICCAI (2018)
Leslie Solorzano, Gabriela M. Almeida, Bárbara Mesquita, Diana Martins, Carla Oliveira, Carolina Wählby
Whole Slide Image Registration for the Study of Tumor Heterogeneity. COMPAY/OMIA@MICCAI (2018)
Sebastian Otálora, Manfredo Atzori, Vincent Andrearczyk, Henning Müller
Image Magnification Regression Using DenseNet for Exploiting Histopathology Open Access Content. COMPAY/OMIA@MICCAI (2018)
Muthu Rama Krishnan Mookiah, Sarah McGrory, Stephen Hogg, Jackie Price, Rachel Forster, Thomas J. MacGillivray, Emanuele Trucco
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering. COMPAY/OMIA@MICCAI (2018)
Sharath M. Shankaranarayana, Keerthi Ram, Anand Vinekar, Kaushik Mitra, Mohanasankar Sivaprakasam
A Bottom-Up Saliency Estimation Approach for Neonatal Retinal Images. COMPAY/OMIA@MICCAI (2018)
Yibiao Rong, Kai Yu, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen
Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming. COMPAY/OMIA@MICCAI (2018)
Oscar J. Perdomo, Vincent Andrearczyk, Fabrice Mériaudeau, Henning Müller, Fabio A. González
Glaucoma Diagnosis from Eye Fundus Images Based on Deep Morphometric Feature Estimation. COMPAY/OMIA@MICCAI (2018)
Pengshuai Yin, Mingkui Tan, Huaqing Min, Yanwu Xu, Guanghui Xu, Qingyao Wu, Yunfei Tong, Risa Higashita, Jiang Liu
Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images. COMPAY/OMIA@MICCAI (2018)
Navid Alemi Koohbanani, Talha Qaiser, Muhammad Shaban, Jevgenij Gamper, Nasir M. Rajpoot
Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images. COMPAY/OMIA@MICCAI (2018)
Tomoshige Shimomura, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image. COMPAY/OMIA@MICCAI (2018)
Peng Liu, Zaiwang Gu, Fan Liu, Yuming Jiang, Shanshan Jiang, Haoyu Mao, Jun Cheng, Lixin Duan, Jiang Liu
Large-Scale Left and Right Eye Classification in Retinal Images. COMPAY/OMIA@MICCAI (2018)
Jaemin Son, Woong Bae, Sangkeun Kim, Sang Jun Park, Kyu-Hwan Jung
Classification of Findings with Localized Lesions in Fundoscopic Images Using a Regionally Guided CNN. COMPAY/OMIA@MICCAI (2018)
Andrea De Giusti, Simone Pajaro, Masaki Tanito
Automatic Pigmentation Grading of the Trabecular Meshwork in Gonioscopic Images. COMPAY/OMIA@MICCAI (2018)
Kang Zhou, Zaiwang Gu, Annan Li, Jun Cheng, Shenghua Gao, Jiang Liu
Fundus Image Quality-Guided Diabetic Retinopathy Grading. COMPAY/OMIA@MICCAI (2018)
Tiziano Ronchetti, Peter Maloca, Emanuel Ramos de Carvalho, Tjebo F. C. Heeren, Konstantinos Balaskas, Adnan Tufail, Catherine Egan, Mali Okada, Selim Orgül, Christoph Jud, Philippe C. Cattin
Feasibility Study of Subfoveal Choroidal Thickness Changes in Spectral-Domain Optical Coherence Tomography Measurements of Macular Telangiectasia Type 2. COMPAY/OMIA@MICCAI (2018)
Yongxiang Huang, Albert Chi-shing Chung
Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network. COMPAY/OMIA@MICCAI (2018)
Konstantinos Zormpas-Petridis, Henrik Failmezger, Ioannis Roxanis, Matthew D. Blackledge, Yann Jamin, Yinyin Yuan
Capturing Global Spatial Context for Accurate Cell Classification in Skin Cancer Histology. COMPAY/OMIA@MICCAI (2018)
John-Melle Bokhorst, Lucia Rijstenberg, Danny Goudkade, Iris Nagtegaal, Jeroen van der Laak, Francesco Ciompi
Automatic Detection of Tumor Budding in Colorectal Carcinoma with Deep Learning. COMPAY/OMIA@MICCAI (2018)
M. M. Fraz, Muhammad Shaban, Simon Graham, Syed Ali Khurram, Nasir M. Rajpoot
Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images. COMPAY/OMIA@MICCAI (2018)
Feng Gu, Nikolay Burlutskiy, Mats Andersson, Lena Kajland Wilén
Multi-resolution Networks for Semantic Segmentation in Whole Slide Images. COMPAY/OMIA@MICCAI (2018)
Nadine S. Schaadt, Anne Grote, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake
Role of Task Complexity and Training in Crowdsourced Image Annotation. COMPAY/OMIA@MICCAI (2018)
Mauricio Kugler, Yushi Goto, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains. COMPAY/OMIA@MICCAI (2018)
Takashi Ohnishi, Shu Kashio, Takuya Ogawa, Kazuyo Ito, Stanislav S. Makhanov, Tadashi Yamaguchi, Yasuo Iwadate, Hideaki Haneishi
Modality Conversion from Pathological Image to Ultrasonic Image Using Convolutional Neural Network. COMPAY/OMIA@MICCAI (2018)
O. U. Nirmal Jith, K. K. Harinarayanan, Srishti Gautam, Arnav Bhavsar, Anil Kumar Sao
DeepCerv: Deep Neural Network for Segmentation Free Robust Cervical Cell Classification. COMPAY/OMIA@MICCAI (2018)
Alessia Colonna, Fabio Scarpa, Alfredo Ruggeri
Segmentation of Corneal Nerves Using a U-Net-Based Convolutional Neural Network. COMPAY/OMIA@MICCAI (2018)
Huu-Giao Nguyen, Alessia Pica, Philippe Maeder, Ann Schalenbourg, Marta Peroni, Jan Hrbacek, Damien C. Weber, Meritxell Bach Cuadra, Raphael Sznitman
Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs. COMPAY/OMIA@MICCAI (2018)
Samuel S. Johnson, Jui-Kai Wang, Mohammad Shafkat Islam, Matthew J. Thurtell, Randy H. Kardon, Mona Kathryn Garvin
Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography. COMPAY/OMIA@MICCAI (2018)
Alex Skovsbo Jørgensen, Jonas Emborg, Rasmus Røge, Lasse Riis Østergaard
Exploiting Multiple Color Representations to Improve Colon Cancer Detection in Whole Slide H&E Stains. COMPAY/OMIA@MICCAI (2018)
Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir M. Rajpoot
Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. COMPAY/OMIA@MICCAI (2018)
Suman Sedai, Bhavna J. Antony, Dwarikanath Mahapatra, Rahil Garnavi
Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images Using Bayesian Deep Learning. COMPAY/OMIA@MICCAI (2018)
Sajid Javed, Muhammad Moazam Fraz, David B. A. Epstein, David R. J. Snead, Nasir M. Rajpoot
Cellular Community Detection for Tissue Phenotyping in Histology Images. COMPAY/OMIA@MICCAI (2018)
Hongjiu Jiang, Yuhui Ma, Weifang Zhu, Ying Fan, Yihong Hua, Qiuying Chen, Xinjian Chen
cGAN-Based Lacquer Cracks Segmentation in ICGA Image. COMPAY/OMIA@MICCAI (2018)
Fei Li, Zhe Wang, Guoxiang Qu, Yu Qiao, Xiulan Zhang
Visual Field Based Automatic Diagnosis of Glaucoma Using Deep Convolutional Neural Network. COMPAY/OMIA@MICCAI (2018)
Marco Augustin, Danielle J. Harper, Conrad W. Merkle, Christoph K. Hitzenberger, Bernhard Baumann
Segmentation of Retinal Layers in OCT Images of the Mouse Eye Utilizing Polarization Contrast. COMPAY/OMIA@MICCAI (2018)
Xu Sun, Yanwu Xu, Mingkui Tan, Huazhu Fu, Wei Zhao, Tianyuan You, Jiang Liu
Localizing Optic Disc and Cup for Glaucoma Screening via Deep Object Detection Networks. COMPAY/OMIA@MICCAI (2018)

volume 11039, 2018

Computational Pathology and Ophthalmic Medical Image Analysis - First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings COMPAY/OMIA@MICCAI 11039 (2018)