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Digital Imaging and Communications in Medicine(DICOM) Annotation using Computer Vision Annotation Tools(CVAT)

TL;DR - CVAT was used as an annotation tool for medical AI development - CVAT was adjusted to be compatible to read DICOM - A class to read in DICOM was added to cvat/apps/engine/media_extractors.py - Some features that will be useful in real projects, such as default label settings were also added 1. About CVAT Hello, my name is Yuya Sumie, an intern at HACARUS. In order to develop machine learning algorithms, we need to know how to finalize the…

AI Enabled Cerebral Infarction Diagnosis Assistance – HACARUS & Ohara Pharmaceutical

AI Enabled Cerebral Infarction Diagnosis Assistance - HACARUS & Ohara Pharmaceutical  Highly specialized MRI image interpretation technology is required to diagnose cerebral infarction, and accurate treatment type selection is required to select a treatment method. In particular, the treatment of acute cerebral infarction is time-consuming and requires prompt diagnosis and treatment. There are many hospitals that do not have a cerebral infarction specialist even though they have MRI imaging equipment. To tackle this issue, HACARUS and OHARA Pharmaceutical Co.,Ltd. are…