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Graph Database in Large Scale Healthcare System

Abstract—Healthcare data management and utilization have been traditionally viewed as two orthogonal tasks. This struc-tural gap between management and … See more

Actived: 4 days ago

URL: http://ideal.ece.utexas.edu/pubs/pdf/2014/graph_database_in_healthcare.pdf

Marble: High-throughput Phenotyping from Electronic Health …

WebMatrix factorization (MF) is a common dimensionality reduction approach, which rep-resents the original data using a lower dimensional latent space. Standard MF approaches find …

Category:  Health Go Health

Theme: Big Data Analytics for Healthcare (BDAH)

WebEE 381V: (ADVANCED DATA MINING) Theme: Big Data Analytics for Healthcare (BDAH) TTh 11am-12:30pm, PAR (Parlin Hall) 201. Instructor: Joydeep Ghosh, …

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Data Science and Engineering Main / HomePage

WebData Science & Engineering @ WNCG The WNCG initiative in Data Science and Engineering involves research in large-scale data mining and machine learning, with …

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Data Science and Engineering Faculty / JoydeepGhosh

WebJoydeep Ghosh Schlumberger Centennial Chair in Electrical Engineering Professor Electrical and Computer Engineering. Joydeep Ghosh is currently the Schlumberger …

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A Generative Framework for Predictive Modeling using …

WebA Generative Framework for Predictive Modeling using Variably Aggregated, Multi-source Healthcare Data Yubin Park Department of Electrical and Computer Engg.

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LUDIA: An Aggregate-Constrained Low-Rank Reconstruction …

WebTable 1: Illustrative health data files: artificial individual-level data (left) and aggregate-level summary (right) [24]. ID Age Length State

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A Probabilistic Imputation Framework for Regression Analysis …

WebMany health or healthcare indicators are available at dif-ferent aggregated levels, rather than providing an entry for each individual. For example, average income by state,

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ideal.ece.utexas.edu

WebSheet1 Name Link Description Availability Relevant Papers ADNI (Alzheimer's Disease Neuro-Imaging Initiative) http://www.adni-info.org/Scientists/ADNIScientistsHome

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A Probabilistic Imputation Framework for Predictive Analysis …

WebA Probabilistic Imputation Framework for Predictive Analysis using Variably Aggregated, Multi-source Healthcare Data Yubin Park Department of Electrical and Computer Engg.

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LUGS: A Scalable Non-parametric Data Synthesizer for Privacy …

WebLUGS: A Scalable Non-parametric Data Synthesizer

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39 CUDIA: Probabilistic Cross-level Imputation using …

Web39 CUDIA: Probabilistic Cross-level Imputation using Individual Side Information Yubin Park, The University of Texas at Austin Joydeep Ghosh, The University of Texas at Austin Due …

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Empirical Bayesian Data Mining for Discovering Patterns in …

WebEmpirical Bayesian Data Mining for Discovering Patterns in Post-Marketing Drug Safety. David M. Fram. Lincoln Technologies, Inc. 40 Washington Street, Suite 220 Wellesley …

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39 CUDIA: Probabilistic Cross-level Imputation using …

Web39 CUDIA: Probabilistic Cross-level Imputation using Individual Auxiliary Information Yubin Park, The University of Texas at Austin Joydeep Ghosh, The University of Texas at …

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