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Identification of inflammation in tissue images
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posted on 2019-02-18, 00:00 authored by Danny Z. Chen, Jiazhuo Wang, John DeWolfe MacKenzie, Rageshree RamachandranSystems and methods are provided for identifying markers for inflammation in a tissue image. The tissue image is captured as an image of a histology slide. Subcellular structures in the tissue image are segmented via a first automated process to identify at least one variety of immune cells within the image. Glands and vilii are identified within the tissue image via a second automated process. Neutrophils are identified within the tissue image via a third automated process. An output representing the identified glands, villi, neutrophils, and other immune cells is provided to a human operator.
History
Patent Number
US 10121245 B2Other Application
15/264,836Inventor
John DeWolfe MacKenzie Jiazhuo Wang Danny Z. Chen Rageshree RamachandranInventor from Local Institution
Danny Z. ChenAssignee
University of Notre Dame Du Lac University of California (Oakland, CA)Date Modified
2019-02-18Language
- English
Claims
5Prior Publication Number
US 20170076448 A1Publisher
U.S. Patent and Trademark OfficeCooperative Patent Classification Codes
G06T 7/0012 (20130101); G06K 9/00147 (20130101); G06K 9/0014 (20130101); G06K 9/48 (20130101); G06T 7/12 (20170101); G06T 7/162 (20170101); G06T 2207/30024 (20130101); G06T 2207/10056 (20130101); G06T 2207/10024 (20130101)Contributor
Danny Z. ChenInternational Patent Classification Codes
G06K 9/00 (20060101); G06T 7/12 (20170101); G06T 7/00 (20170101); G06K 9/48 (20060101); G06T 7/162 (20170101)Usage metrics
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