Smart PACS workflow systems and methods driven by explicit learning from users

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United States of America Patent

PATENT NO 8923580
SERIAL NO

13303714

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Abstract

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Certain embodiments of the present invention provide methods and systems for determining a hanging protocol for display of clinical images in a study. Certain embodiments provide a machine learning hanging protocol analysis system. The example system includes an image processing module to process image data to provide one or more features. The example system includes a learning engine to receive processed image data and additional data to learn and adapt a hanging protocol for repeated use by applying one or more machine learning algorithms to the processed image data and additional data. The learning engine is to continue to refine an available selection of candidate layouts based on the processed image data and additional data to provide one or more layout choices for selection to form a hanging protocol for display of image and other data.

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Patent Owner(s)

Patent OwnerAddress
GE PRECISION HEALTHCARE LLC3000 N GRANDVIEW BLVD WAUKESHA WI 53188-1615

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Avasarala, Viswanath Niskayuna, US 9 299
Dekel, Shai Ramat-Hasharon, IL 28 847
Iankoulski, Alexandre Nikolov Niskayuna, US 5 213
Liu, Xiaofeng Niskayuna, US 160 1945
Ranjan, Sohan Rashmi Bangalore, IN 9 143
Sherman, Alexander Herzliya, IL 24 837
Wang, Tianyi Niskayuna, US 50 338

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