47 citations · 51 across the 3 of their papers we have counts for
3 papers
Insights, opportunities and challenges provided by large cell atlases
Martin Hemberg, Federico Marini, Shila Ghazanfar +27
The field of single-cell biology is growing rapidly and is generating large amounts of data from a variety of species, disease conditions, tissues, and organs. Coordinated efforts…
Value-Compressed Sparse Column (VCSC): Sparse Matrix Storage for Redundant Data
Skyler Ruiter, Seth Wolfgang, Marc Tunnell +3
Compressed Sparse Column (CSC) and Coordinate (COO) are popular compression formats for sparse matrices. However, both CSC and COO are general purpose and cannot take advantage of…
Ten Quick Tips for Deep Learning in Biology
Benjamin D. Lee, Anthony Gitter, Casey S. Greene +17
Machine learning is a modern approach to problem-solving and task automation. In particular, machine learning is concerned with the development and applications of algorithms that…