Towards Gene Expression Convolutions using Gene Interaction Graphs

Towards Gene Expression Convolutions using Gene Interaction Graphs

18 June 2018

Joseph Paul Cohen

Georgy Derevyanko

Papers citing "Towards Gene Expression Convolutions using Gene Interaction Graphs"

10 / 10 papers shown

Title
Using ontology embeddings for structural inductive bias in gene expression data analysis Maja Trebacz Z. Shams M. Jamnik P. Scherer Nikola Simidjievski Helena Andrés-Terré Pietro Lió 20 5 0 22 Nov 2020
Gene Regulatory Network Inference with Latent Force Models Jacob Moss Pietro Lió DRL 11 1 0 06 Oct 2020
Incorporating network based protein complex discovery into automated model construction P. Scherer Maja Trebacz Nikola Simidjievski Z. Shams Helena Andrés-Terré Pietro Lió M. Jamnik 22 0 0 29 Sep 2020
A Systematic Approach to Featurization for Cancer Drug Sensitivity Predictions with Deep Learning Austin R. Clyde Thomas Brettin A. Partin Maulik Shaulik H. Yoo Yvonne A. Evrard Yitan Zhu Fangfang Xia Rick L. Stevens 17 7 0 30 Apr 2020
Learning Deep Attribution Priors Based On Prior Knowledge Ethan Weinberger Joseph D. Janizek Su-In Lee FAtt 22 1 0 20 Dec 2019
Is graph-based feature selection of genes better than random? Mohammad Hashir Paul Bertin Martin Weiss Vincent Frappier T. Perkins G. Boucher Joseph Paul Cohen 16 4 0 21 Oct 2019
Analysis of Gene Interaction Graphs as Prior Knowledge for Machine Learning Models Paul Bertin Mohammad Hashir Martin Weiss Vincent Frappier T. Perkins G. Boucher Joseph Paul Cohen 17 3 0 06 May 2019
Spatio-Temporal Deep Graph Infomax Felix L. Opolka Aaron Solomon Cătălina Cangea Petar Velickovic Pietro Lió R. Devon Hjelm GNN 11 36 0 12 Apr 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu-Hu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 21 295 0 28 Feb 2019
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 39 1,319 0 11 Dec 2018