Shikha Chaganti | DeepAI

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∙ 06/09/2020

Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort

Purpose: To investigate if AI-based classifiers can distinguish COVID-19...

31 Bogdan Georgescu, et al. ∙

∙ 06/09/2020

Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT

Purpose: To present a method that automatically segments and quantifies ...

18 Shikha Chaganti, et al. ∙

∙ 05/05/2020

3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19

The Coronavirus Disease (COVID-19) has affected 1.8 million people and r...

28 Siqi Liu, et al. ∙

∙ 04/02/2020

Quantification of Tomographic Patterns associated with COVID-19 from Chest CT

Purpose: To present a method that automatically detects and quantifies a...

12 Shikha Chaganti, et al. ∙

∙ 03/18/2020

Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images

With the injection of contrast material into blood vessels, multi-phase ...

8 Donghao Zhang, et al. ∙

∙ 12/10/2018

Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network

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