135 citations · 572 across the 19 of their papers we have counts for
Showing q-bio.QMShow all
3 papers · 1 filter
q-bio.QM2019★ 5 cited
Deep learning in bioinformatics: introduction, application, and perspective in big data era
Yu Li, Chao Huang, Lizhong Ding +3
Deep learning, which is especially formidable in handling big data, has achieved great success in various fields, including bioinformatics. With the advances of the big data era in…
q-bio.QM2018★ 135 cited
Onto2Vec: joint vector-based representation of biological entities and their ontology-based annotations
Fatima Zohra Smaili, Xin Gao, Robert Hoehndorf
We propose the Onto2Vec method, an approach to learn feature vectors for biological entities based on their annotations to biomedical ontologies. Our method can be applied to a wid…
q-bio.QM2017★ 33 cited
RIDDLE: Race and ethnicity Imputation from Disease history with Deep LEarning
Ji-Sung Kim, Xin Gao, Andrey Rzhetsky
Anonymized electronic medical records are an increasingly popular source of research data. However, these datasets often lack race and ethnicity information. This creates problems…