Concepedia

Elizabeth Searles

ES

9

Publications

755

Citations

9

H-Index

2014

Active since

Affiliations

Children's Healthcare of Atlanta(Current)

Georgia Institute of Technology

University of California, Riverside

Children's Hospital Colorado

Cornell University

Elizabeth Searles is an author at Children's Healthcare of Atlanta specializing in computer science, data science, and engineering.

Top concepts

EngineeringData ScienceComputer ScienceDeep LearningMachine LearningKnowledge DiscoveryData MiningBiostatisticsHealth InformaticsNatural Language Processing

Publications per year

2014–2019

9

Publications

9

Multi-layer Representation Learning for Medical Concepts

Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles et al. · 2016 · 458 citations · Full text

Engineering, Machine Learning, Computational Medicine +18

A Trigger Tool to Detect Harm in Pediatric Inpatient Settings

David C. Stockwell, Hema Bisarya, David C. Classen et al. · PEDIATRICS · 2015 · 101 citations

Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang et al. · 2017 · 53 citations

Artificial Intelligence, Engineering, Machine Learning +13

Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis et al. · 2018 · 38 citations · Full text

Engineering, Machine Learning, Data Science +12

Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization

Ioakeim Perros, Evangelos E. Papalexakis, Richard Vuduc et al. · Journal of Biomedical Informatics · 2019 · 32 citations

Complex Children, Brain Development, Cognitive Development +4

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