90 citations · 96 across the 3 of their papers we have counts for
4 papers
EDEN : An Event DEtection Network for the annotation of Breast Cancer recurrences in administrative claims data
Elise Dumas, Anne-Sophie Hamy, Sophie Houzard +10
While the emergence of large administrative claims data provides opportunities for research, their use remains limited by the lack of clinical annotations relevant to disease outco…
Machine learning and genomics: precision medicine vs. patient privacy
Chloé-Agathe Azencott
Machine learning can have major societal impact in computational biology applications. In particular, it plays a central role in the development of precision medicine, whereby trea…
Network-Guided Biomarker Discovery
Chloé-Agathe Azencott
Identifying measurable genetic indicators (or biomarkers) of a specific condition of a biological system is a key element of precision medicine. Indeed it allows to tailor diagnost…
Efficient network-guided multi-locus association mapping with graph cuts
Chloé-Agathe Azencott, Dominik Grimm, Mahito Sugiyama +2
As an increasing number of genome-wide association studies reveal the limitations of attempting to explain phenotypic heritability by single genetic loci, there is growing interest…