6 citations · 6 across the 1 of their papers we have counts for
3 papers
The TCGA Meta-Dataset Clinical Benchmark
Mandana Samiei, Tobias Würfl, Tristan Deleu +6
Machine learning is bringing a paradigm shift to healthcare by changing the process of disease diagnosis and prognosis in clinics and hospitals. This development equips doctors and…
Towards the Latent Transcriptome
Assya Trofimov, Francis Dutil, Claude Perreault +3
In this work we propose a method to compute continuous embeddings for kmers from raw RNA-seq data, without the need for alignment to a reference genome. The approach uses an RNN to…
Holographic Neural Architectures
Tariq Daouda, Jeremie Zumer, Claude Perreault +1
Representation learning is at the heart of what makes deep learning effective. In this work, we introduce a new framework for representation learning that we call "Holographic Neur…