Program


Schedule Item Type Session(Optional) Start Time Title Speaker/Author(s)
Remarks 8:45 AM Welcome and Opening Remarks Mei Chen
Invited Talk 9:00 AM The ImageJ Ecosystem: An Open and Extensible Platform for Biomedical Image Analysis Kevin Eliceiri
Invited Talk 9:30 AM Phenotypic Screening of HiPSC Derived Neurons: Balancing Throughput with Relevance Anne Bang
Invited Talk 10:00 AM Case Study on Applying Deep Learning Methods to High Content Image-Based Assays Subhashini Venugopalan
Break 10:30 AM Coffee
Spotlight Presentations of Accepted Papers 1(10:45 - 11:45 AM)
Podium Presentation 10:45 AM Red Blood Cell Image Generation for Data Augmentation using Conditional Generative Adversarial Networks Oleksandr Ballo(Noul Inc.); DongShik Ham(Noul Inc.); Young Min Shin(Noul Inc.)
Podium Presentation 10:55 AM Automated Focus Distance Estimation for Digital Microscopy using Deep Convolutional Neural Networks Tathagato Rai Dastidar(Sigtuple)
Podium Presentation 11:05 AM Online Neural Cell Tracking using Blob-Seed Segmentation and Optical Flow Jingru Yi(Computer Science, Rutgers); Pengxiang Wu(Computer Science, Rutgers); Qiaoying Huang(Rutgers University); Hui Qu(Rutgers University); Daniel J. Hoeppner(Astellas Research Institute of America); Dimitris Metaxas(Rutgers)
Podium Presentation 11:15 AM Cell Image Segmentation by Integrating Pix2pixs for Each Class Hiroki Tsuda(Meijo University); Kazuhiro Hotta(Meijo University)
Podium Presentation 11:25 AM Automatic Classification of Whole Slide Pap Smear Images using CNN with PCA based Feature Interpretation Kranthi Kiran GV(National Institute of Technology Warangal); Meghana Reddy(NIT Warangal)
Podium Presentation 11:35 AM Deep Metric Learning for Identification of Mitotic Patterns of HEp-2 Cell Images Krati Gupta(Indian Insititute of Technology Mandi); Daksh Thapar(Indian Insititute of Technology, Mandi); Arnav Bhavsar(IIT Mandi); Anil Kumar Sao(IIT Mandi)
Break 11:45 AM Lunch
Invited Talk 13:00 PM What Concussions Do to Brain Cells: A Deep Look Badri Roysam
Invited Talk 13:30 PM Accelerating Drug Discovery Through the Power of Microscopy Images Allen Goodman
Spotlight Presentations of Accepted Papers 2 (14:00-15:00 PM)
Podium Presentation 14:00 PM Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery with Deep Feature Maps Yang Jiao(University of Nevada, Las Vegas); Mo Weng(University of Nevada, Las Vegas); Mei Yang(University of Nevada, Las Vegas)
Podium Presentation 14:10 PM Enhanced Rotation-Equivariant U-Net for Nuclear Segmentation Benjamin Chidester(Carnegie Mellon University); That-Vinh Ton(University of Science, VNU-HCM); Minh-Triet Tran(University of Science, VNU-HCM); Jian Ma(Carnegie Mellon University); Minh Do(UIUC)
Podium Presentation 14:20 PM Multiscale Kernels for Enhanced U-shaped Network to Improve 3D Neuron Tracing Heng Wang(The University of Sydney); Donghao Zhang(University of Sydney); Yang Song(University of New South Wales); Siqi Liu(Siemens Healthineers); Heng Huang(University of Pittsburgh & JD Digits); Mei Chen(Microsoft); Hanchuan Peng(Allen Insititute for Brain Science); Weidong Cai(University of Sydney)
Podium Presentation 14:30 PM Cell Image Segmentation using Generative Adversarial Networks, Transfer Learning, and Augmentations Peter Bajcsy(NIST); Michael Majurski(NIST); Petru Manescu(NIST); Sarala Padi(NIST); Nicholas Schaub(University of Michigan); Nathan Hotaling(NIH); Carl Simon(NIST)
Podium Presentation 14:40 PM Partially-Independent Framework for Breast Cancer Histopathological Image Classification Vibha gupta(IIT Mandi, India); Arnav Bhavsar(IIT Mandi)
Podium Presentation 14:50 PM Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach Moumen Elmelegy(Assiut University); Doaa Mohamed(Assiut University); Tarek ElMelegy(Assiut University); Mostafa Abdelrahman(Assiut University)
Poster & Demo Presentations 15:00 PM Afternoon Poster & Demo Session (with coffee) for Accepted Papers and Work-in-Progress Posters (15:00-16:00 PM)
Competition 16:00 PM Report out on Contest on Mitosis Detection in Phase Contrast Microscopy Image Sequences Jing Liu
Invited Talk 16:20 PM Interoperable Web Computational Plugins for Large Microscopy Image Analyses Peter Bajcsy, Nathan Hotaling
Remarks 16:50 PM Closing Remarks Mei Chen