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This note based blog covers bioinformatics and cancer genomics

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The power of biological replicates in statistical analysis

MCMC II: Applying MCMC in somatic variant calling

MCMC: Monte Carlo sampling and Markov Chain

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A general comparison: Generative vs Discriminative model

A general comparison: Generative vs Discriminative model

When comes to a general bioinformatics task, there are always a bunch of tools on which we have to evaluate based on their underlying alg...

Neural network: Escaping from non-global minimum traps

Neural network: Escaping from non-global minimum traps

Deep learning has been the hot spot in recent years and shown excellent performance in many applications. In bioinformatics, Google has d...

Matching cancer ontology with recurrent neural network

Matching cancer ontology with recurrent neural network

For people who have tried to build an oncology database or automated pipeline, one of the task is to define a standardized cancer type te...

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