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ARCANE-ROG (Code to be updated soon)

Step 1: Run denoise_RGL_2times- It will denoise and impute the noisy and incomplete matrix.

Input: Noisy and incomplete matrix

Output: Denoised and complete matrix, Adjacency graph

Step 2: Run_leiden_RGL.R- It will generate the clonal tree using the adjacency matrix and denoised matrix learnt at step 1

Citation policy: Please cite the following paper if you use the code in your analysis-

Farswan A, Gupta R, and Gupta A, "ARCANE-ROG: Algorithm for Reconstruction of Cancer Evolution from single-cell data using Robust Graph Learning," Journal of Biomedical Informatics, Elsevier, Vol 129, May 2022.

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