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fundus-vessel-segmentation-tmbe
fundus-vessel-segmentation-tmbe PublicOne of the first steps in automatic fundus image analysis is the segmentation of the retinal vasculature, which provides valuable information related to several diseases. In this work, we present a…
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Information-Bottleneck-for-Deep-Learning
Information-Bottleneck-for-Deep-Learning PublicImplementation of MLP (python) and CNN (PyTorch) with Information Plane visualization.
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awesome-bio-datasets
awesome-bio-datasets PublicForked from OpenGene/awesome-bio-datasets
awesome-bio-datasets
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Animal_Detection_System
Animal_Detection_System PublicThis is my Thesis. In this project we implemented and studied an Animal Detection System, aiming at both high detection accuracy and computational efficiency. Specifically, we propose a two-stage d…
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Semantic-Image-Segmentation-using-Contextual-Hierarchical-Models
Semantic-Image-Segmentation-using-Contextual-Hierarchical-Models PublicDeveloped a segmentation framework to use Contextual Hierarchical Models with CNNs to segment images and produced results with improved pixel-wise and class average accuracy.
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DeepLearningClinicalDiagnostics
DeepLearningClinicalDiagnostics PublicForked from NikolayOskolkov/DeepLearningClinicalDiagnostics
Here I show how to utilize Bayesian Deep Learning using PyMC3 for making more accurate and safer predictions for biomedical applications
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