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Unsupervised Segmentation of Colonoscopy Images
Colonoscopy plays a crucial role in the diagnosis and prognosis of various gastrointestinal diseases.
A Novel Tropical Geometry-based Interpretable Machine Learning Method: Application in Prognosis of Advanced Heart Failure
In addition to learning humanly understandable rules from the dataset, existing fuzzy domain knowledge can be easily transferred into the network and used to facilitate model training.
Motion-based Camera Localization System in Colonoscopy Videos
In this study, we propose a camera localization system to estimate the relative location of the camera and classify the colon into anatomical segments.
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