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# Kidney-Stone-Detection-IP
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A project to detect Kidney stone in the Ultrasound and/or CT scan images using Image processing and Machine Learning.
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Links that we are referring to:- 
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* https://www.hindawi.com/journals/vlsi/2015/581961/
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* [Level Set Method](https://wiseodd.github.io/techblog/2016/11/05/levelset-method/)
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* [Data Augmentation](https://medium.com/nanonets/how-to-use-deep-learning-when-you-have-limited-data-part-2-data-augmentation-c26971dc8ced)
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* [IEEE Link for Kidney Stone Detection](https://ieeexplore.ieee.org/document/6572601)
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* [US Detection of Calcification of Gallstones](https://onlinelibrary.wiley.com/doi/pdf/10.7863/jum.1984.3.3.123)
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* [Paper on Ultrasonic speckle suppressing](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=802756)
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* [Kidney Stone detection using matlab](https://www.youtube.com/watch?v=7Nxpa0cjOBE)