2.4k citations · 4k across the 15 of their papers we have counts for
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stat.AP2017★ 2 cited
Network modelling of topological domains using Hi-C data
Y. X. Rachel Wang, Purnamrita Sarkar, Oana Ursu +2
Chromosome conformation capture experiments such as Hi-C are used to map the three-dimensional spatial organization of genomes. One specific feature of the 3D organization is known…
cs.CV2017★ 2.4k cited
Learning Important Features Through Propagating Activation Differences
Avanti Shrikumar, Peyton Greenside, Anshul Kundaje
The purported "black box" nature of neural networks is a barrier to adoption in applications where interpretability is essential. Here we present DeepLIFT (Deep Learning Important…