I have to do mutational calling to ICGC and TGCA for given specific regions. For that purpose, I have been trying to find the best software which can reveal indels and other somatic mutations. I am aware of why this challlange is harder in somatic mutations than gremline mutations in terms of Variant Allele Frequency etc.
I checked the leaderboards of DREAM challenge and I could only find SomaticSeq algorithm published in the literature out of it.
Biggest advantage of somaticseq, since it is an ensemble approach it combines 5 algorithms from the literature. Which give slightly better results. However, there are other algorithms such as novoBreak which was the leader of subchallange #2,#3 and #4 in Strucutral variations category and one algorithm from Washington University in SNV category. Also there is carcerevo which performed as good as somaticseq. How can i find these algorithms ? Could you guys suggest me a way?
There is nothing against to SomaticSeq but I dont wanna rely on a single algorithm. Also, Could you guys give some ideas about possible alternatives and ensemble approach vs single sole algorithm in terms of efficiency and performance ?