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filingDate 2021-07-13-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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publicationDate 2021-09-17-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber CN-113408480-A
titleOfInvention Artificial intelligence-aided diagnosis system for blood diseases based on bone marrow cell morphology
abstract The invention relates to an artificial intelligence aided diagnosis system for blood diseases based on bone marrow cell morphology, comprising: an image acquisition module for acquiring Wright-stained bone marrow images and cytochemically stained bone marrow and peripheral blood images; an image analysis module for The Wright-stained bone marrow images and cytochemically-stained bone marrow and peripheral blood images are input into the trained deep network model, and the effective characteristics of bone marrow morphology are learned by integrating medical diagnosis expertise, and the bone marrow morphology of cases based on deep learning is effectively obtained. The relevant parameters of the feature; the disease type judgment module, which is used to analyze the bone marrow morphological parameters of the case and identify the disease type of the case to be diagnosed by using a machine learning method based on knowledge reasoning and clinical experience fusion. The invention can realize high-accuracy artificial intelligence (Artificial Intelligence, AI) auxiliary diagnosis of bone marrow morphology.
priorityDate 2021-07-13-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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