Dmkd.cs.vt.edu

NSF Project Page

WEBRehospitalization Analytics: Modeling and Reducing the Risks of Rehospitalization. National Science Foundation Award # 1231742 Project Duration: 10/1/12-9/30/16 Principal …

Actived: 8 days ago

URL: https://dmkd.cs.vt.edu/projects/health/index.htm

Big Data Analytics for Healthcare

WEB6 Reasons for Growing Complexity/Abundance of Healthcare Data Standard medical practice is moving from relatively ad-hoc and subjective decision making to evidence …

Category: Medical Go Health

An Introduction to Healthcare Data Analytics

WEBAn Introductionto Healthcare Data Analytics 5 1.2 Healthcare Data Sources and Basic Analytics In this section, the various data sources and their impact on analytical …

Category: Health Go Health

Big Data Analytics for Healthcare

WEBJimeng Sun, Large-scale Healthcare Analytics 2. Healthcare Analytics using Electronic Health Records (EHR) Old way:Data are expensive and small. – Input data are from …

Category: Health Go Health

CS5834: Urban Computing

WEBInstructor: Chandan Reddy Teaching Assistant: Tian Shi Course Email: [email protected] Course Description:. This course introduces various …

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NSF Project Page

WEBNew Machine Learning Approaches for Modeling Time-to-Event Data . National Science Foundation Award # 1527827 Project Duration: 09/01/15-08/31/18 Principal Investigator: …

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Electronic Health Records: A Survey

WEBThe International Classification of Functioning, Disability, and Health, commonly known as ICF, is a classification of health-related components of function and disability. ICF …

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Text-to-SQL Generation for Question Answering on Electronic …

WEBWWW ’20, April 20–24, 2020, Taipei, Taiwan P. Wang, et al. Figure 1: An example from MIMICSQL. The two tables, namely, Demographics and Diagnoses, are used to answer

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GENETIC DATA ANALYSIS

WEBIn this tutorial, we will focus on Genome-Wide Association Studies (GWAS). It is more relevant to healthcare practice. Some clinical trials have already started using GWAS. …

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A probabilistic model for predicting the probability of no …

WEBSmoothing is an approximating function that attempts to capture important patterns in the data, while leaving out noise or other fine-scale structures/rapid phenomena.

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A hybrid prediction model for no-shows and cancellations of …

WEBIn Section 5, we compare the performance of the pro-posed hybrid model with the representative algorithms from each of population-based and individual-based ap …

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Constrained elastic net based knowledge transfer for …

WEBData Min Knowl Disc (2015) 29:1094–1112 DOI 10.1007/s10618-014-0389-3 Constrained elastic net based knowledge transfer for healthcare information exchange

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Clinical Decision Support Systems

WEB19.5 Diagnostic Decision Support. Diagnostic Decision Support Systems are designed to “diagnose” diseases and conditions based on the parameters given as the input. In …

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Powerpoint templates for scientific poster

WEBK. Reddy, Dept. of Computer Science, Wayne State Univ. NSF. Award #1231742 (10/01/2012 – 09/30/2015. PROBLEM MOTIVATION. PROJECT GOALS. …

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Active Learning Based Survival Regression for Censored Data

WEBSurvival AUC is the probability of concordance between the predicted and the observed survival. It can be written as in Equation (12). Survival AUC is equivalent to the area …

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H EALT H CARE D ATA A NALYTICS

WEBH EALT H CARE D ATA A NALYTICS Edited by Chandan K. Reddy Wayne State University Detroit, Michigan, USA Charu C. Aggarwal IBM T. J. Watson Research …

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IEEE TRANSACTIONS ON KNOWLEDGE AND DATA …

WEBCENSORING is a common phenomenon that appears in many real-world application domains such as health-care, engineering, social sciences, etc. In longitudinal stud-ies, …

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