DeepConsensus improves the accuracy of sequences with a gap-aware sequence transformer
Gunjan Baid, Daniel E. Cook, Kishwar Shafin, Taedong Yun, Felipe Llinares-López, Quentin Berthet, Anastasiya Belyaeva, Armin Töpfer, Aaron M. Wenger, William J. Rowell, Howard H. Yang, Alexey Kolesnikov, Waleed Ammar, Jean‐Philippe Vert, Ashish Vaswani, Cory Y. McLean, Maria Nattestad, Pi-Chuan Chang, Andrew Carroll
Topics & Concepts
Computer scienceConsensus sequenceComputational biologyIdentifierDNA sequencingTransformerSequence (biology)EncoderMarkov chainAlgorithmGeneBiologyGeneticsBase sequencePhysicsVoltageMachine learningQuantum mechanicsOperating systemProgramming languageGenomics and Phylogenetic StudiesRNA and protein synthesis mechanismsProtist diversity and phylogeny