Joel Saltz | DeepAI

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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...

0 Erich Bremer, et al. ∙

∙ 07/17/2022

Gigapixel Whole-Slide Images Classification using Locally Supervised Learning

Histopathology whole slide images (WSIs) play a very important role in c...

5 Jingwei Zhang, et al. ∙

∙ 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...

0 Praphulla MS Bhawsar, et al. ∙

∙ 06/15/2022

AI and Pathology: Steering Treatment and Predicting Outcomes

The combination of data analysis methods, increasing computing capacity,...

0 Rajarsi Gupta, et al. ∙

∙ 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...

4 Xinyu Dong, et al. ∙

∙ 05/13/2020

Representing Whole Slide Cancer Image Features with Hilbert Curves

Regions of Interest (ROI) contain morphological features in pathology wh...

0 Erich Bremer, et al. ∙

∙ 10/31/2019

Run-time Parameter Sensitivity Analysis Optimizations

Efficient execution of parameter sensitivity analysis (SA) is critical t...

0 Eduardo Scartezini, et al. ∙

∙ 09/26/2019

Exascale Deep Learning to Accelerate Cancer Research

Deep learning, through the use of neural networks, has demonstrated rema...

0 Robert M. Patton, et al. ∙

∙ 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...

5 Shahira Abousamra, et al. ∙

∙ 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...

0 Han Le, et al. ∙

∙ 04/09/2019

Label Super Resolution with Inter-Instance Loss

For the task of semantic segmentation, high-resolution (pixel-level) gro...

0 Maozheng Zhao, et al. ∙

∙ 11/28/2018

Disease phenotyping using deep learning: A diabetes case study

Characterization of a patient clinical phenotype is central to biomedica...

0 Sina Rashidian, et al. ∙

∙ 10/31/2018

Methods for Segmentation and Classification of Digital Microscopy Tissue Images

High-resolution microscopy images of tissue specimens provide detailed i...

0 Quoc Dang Vu, et al. ∙

∙ 11/15/2017

Large-scale Analysis of Opioid Poisoning Related Hospital Visits in New York State

Opioid related deaths are increasing dramatically in recent years, and o...

0 Xin Chen, et al. ∙

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