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04/07/2023
Halcyon – A Pathology Imaging and Feature analysis and Management System
Halcyon is a new pathology imaging analysis and feature management syste...
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07/17/2022
Gigapixel Whole-Slide Images Classification using Locally Supervised Learning
Histopathology whole slide images (WSIs) play a very important role in c...
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07/04/2022
ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the Web
Whole slide imaging (WSI) has become the primary modality for digital pa...
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06/15/2022
AI and Pathology: Steering Treatment and Predicting Outcomes
The combination of data analysis methods, increasing computing capacity,...
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10/09/2020
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
The United States is experiencing an opioid epidemic, and there were mor...
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05/13/2020
Representing Whole Slide Cancer Image Features with Hilbert Curves
Regions of Interest (ROI) contain morphological features in pathology wh...
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10/31/2019
Run-time Parameter Sensitivity Analysis Optimizations
Efficient execution of parameter sensitivity analysis (SA) is critical t...
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09/26/2019
Exascale Deep Learning to Accelerate Cancer Research
Deep learning, through the use of neural networks, has demonstrated rema...
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07/09/2019
Learning from Thresholds: Fully Automated Classification of Tumor Infiltrating Lymphocytes for Multiple Cancer Types
Deep learning classifiers for characterization of whole slide tissue mor...
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05/26/2019
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer
Quantitative assessment of Tumor-TIL spatial relationships is increasing...
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04/09/2019
Label Super Resolution with Inter-Instance Loss
For the task of semantic segmentation, high-resolution (pixel-level) gro...
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11/28/2018
Disease phenotyping using deep learning: A diabetes case study
Characterization of a patient clinical phenotype is central to biomedica...
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10/31/2018
Methods for Segmentation and Classification of Digital Microscopy Tissue Images
High-resolution microscopy images of tissue specimens provide detailed i...
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11/15/2017