| Remarks |
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8:45 AM |
Welcome and Opening Remarks |
Mei Chen |
| Invited Talk |
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9:00 AM |
The ImageJ Ecosystem: An Open and Extensible Platform for Biomedical Image Analysis |
Kevin Eliceiri |
| Invited Talk |
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9:30 AM |
Phenotypic Screening of HiPSC Derived Neurons: Balancing Throughput with Relevance |
Anne Bang |
| Invited Talk |
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10:00 AM |
Case Study on Applying Deep Learning Methods to High Content Image-Based Assays |
Subhashini Venugopalan |
| Break |
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10:30 AM |
Coffee |
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| Spotlight Presentations of Accepted Papers 1(10:45 - 11:45 AM) |
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| Podium Presentation |
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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 |
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10:55 AM |
Automated Focus Distance Estimation for Digital Microscopy using Deep Convolutional Neural Networks |
Tathagato Rai Dastidar(Sigtuple) |
| Podium Presentation |
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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 |
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11:15 AM |
Cell Image Segmentation by Integrating Pix2pixs for Each Class |
Hiroki Tsuda(Meijo University); Kazuhiro Hotta(Meijo University) |
| Podium Presentation |
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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 |
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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 |
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11:45 AM |
Lunch |
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| Invited Talk |
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13:00 PM |
What Concussions Do to Brain Cells: A Deep Look |
Badri Roysam |
| Invited Talk |
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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 |
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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 |
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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 |
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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) |
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| Podium Presentation |
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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 |
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14:40 PM |
Partially-Independent Framework for Breast Cancer Histopathological Image Classification |
Vibha gupta(IIT Mandi, India); Arnav Bhavsar(IIT Mandi) |
| Podium Presentation |
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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 |
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15:00 PM |
Afternoon Poster & Demo Session (with coffee) for Accepted Papers and Work-in-Progress Posters (15:00-16:00 PM) |
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| Competition |
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16:00 PM |
Report out on Contest on Mitosis Detection in Phase Contrast Microscopy Image Sequences |
Jing Liu |
| Invited Talk |
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16:20 PM |
Interoperable Web Computational Plugins for Large Microscopy Image Analyses |
Peter Bajcsy, Nathan Hotaling |
| Remarks |
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16:50 PM |
Closing Remarks |
Mei Chen |
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