Name: Luo Lab at Northwestern University
Type: User
Company: Department of Preventive Medicine, Division of Health & Biomedical Informatics at Feinberg School of Medicine in Northwestern University
Bio: Luo Lab at Northwestern University. Interests: machine learning, natural language processing, integrative genomics, computational phenotyping
Twitter: yuanhypnosluo
Location: Chicago
Blog: https://labs.feinberg.northwestern.edu/luolab
Luo Lab at Northwestern University's Projects
Missing data imputation for longitudinal multi-variable EHR data. Paper in JAMIA.
Nature Medicine paper. A Multidimensional Precision Medicine Approach for Autism Subtype Identification.
Hybrid NMF to integrate genomic data and phenotype data for better patient subtyping. Paper in Bioinformatics.
NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs
LISP Architecture for Portable Natural Language Processing. BIBM 2018.
Exploration code on MIMIC-IV
Generating the imputation dataset for the DACMI 2019 challenge
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021
Implementation of the fastest interval tree querying algorithm based on range tree data structure. Work on genomic and time intervals etc. Paper in Scientific Reports.
Supervised Confounding Aware NMF for Polygenic Risk Modeling. MLHC 2020.
Segment CNN for relation classification. Paper in JAMIA.
Segment graph convolutional neural network for relation classification. Paper in JAMIA.
NeurIPS 2022 paper, SubHypergraph Inductive Neural nEtwork
A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019