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