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Improving Object Detection and Instance Segmentation of Eukaryotic Cells Using Semantic Aware Data Augmentation
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Invention Summary:
Machine Learning and Artificial Intelligence (AI)-Driven analysis have provided great advancements in microscopic imaging in the Biomedical field. The efficacy of many of these systems relies on the availability of many well-defined and empirically annotated images to serve as training data to teach such advanced...
Published: 1/30/2025
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Inventor(s): Dongfang Liu, Alireza Naghizadeh, Dimitris Metaxas
Keywords(s):
Category(s): Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms
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