Oral


Paper ID Title
8 CNN Based Yeast Cell Segmentation in Multi-Modal Fluorescent Microscopy Data
9 Classification and Retrieval of Digital Pathology Scans: A New Dataset
11 Breast Cancer Histopathological Image Classification: Is Optical Magnification Important?
13 Delineation of Skin Strata in Reflectance Confocal Microscopy Images With Recurrent Convolutional Networks
14 Crowdsourcing for Chromosome Segmentation and Deep Classification
16 DeepXScope: Segmenting Microscopy Images with a Deep Neural Network
17 Transferring Microscopy Image Modalities with Conditional Generative Adversarial Networks
18 Fast Neural Cell Detection Using Light-Weight SSD Neural Network
19 A Level Set Framework for Image Partition and Gland Segmentation

Poster


Paper ID Title
3 Generative Adversarial Learning for Reducing Manual Annotation in Semantic Segmentation on Large Scale Miscroscopy Images: Automated Vessel Segmentation in Retinal Fundus Image as Test Case
5 Nuclei Segmentation of Fluorescence Microscopy Images Using Three Dimensional Convolutional Neural Networks
6 High-magnification Multi-views Based Classification of Breast Fine Needle Aspiration Cytology Cell Samples using Fusion of Decisions from Deep Convolutional Networks
7 Looking Under the Hood: Deep Neural Network Visualization to Interpret Whole-Slide Image Analysis Outcomes for Colorectal Polyps
10 An Early Experience Toward Developing Computer Aided Diagnosis for Gram-Stained Smears Images
12 Applying Faster R-CNN for Object Detection on Malaria Images
15 Microscopic Blood Smear Segmentation and Classification using Deep ContourAware CNN and Extreme Machine Learning

Work-in-progress Poster


Title
Detection of Elongated Touching Cells with Inhomogeneous Illumination using a Stack of Conditional Random Fields
Tools for Exploratory Shape Analysis of Cell Populations