2 citations · 2 across the 3 of their papers we have counts for
3 papers
VAE-MS: An Asymmetric Variational Autoencoder for Mutational Signature Extraction
Ida Egendal, Rasmus Froberg Brøndum, Dan J Woodcock +2
Mutational signature analysis has emerged as a powerful method for uncovering the underlying biological processes driving cancer development. However, the signature extraction proc…
On the Relation Between Autoencoders and Non-negative Matrix Factorization, and Their Application for Mutational Signature Extraction
Ida Egendal, Rasmus Froberg Brøndum, Marta Pelizzola +2
The aim of this study is to provide a foundation to understand the relationship between non-negative matrix factorization (NMF) and non-negative autoencoders enabling proper interp…
Regression on imperfect class labels derived by unsupervised clustering
Rasmus Froberg Brøndum, Thomas Yssing Michaelsen, Martin Bøgsted
Outcome regressed on class labels identified by unsupervised clustering is custom in many applications. However, it is common to ignore the misclassification of class labels caused…