People.cs.pitt.edu

A Generalization of Principal Component Analysis to the …

WEBHere, reals. is the “natural parameter” of the distribution, and can usually take any value in the. ! is a function thatensures thesum (integral) of

Actived: 4 days ago

URL: https://people.cs.pitt.edu/~milos/courses/cs3750-Fall2007/Readings/collins02generalization.pdf

Jeongmin Lee Machine learning for humanitarian & social good

WEBGlobal Health Explorer (GHX) is an semantic web tool that can be used to conduct public health surveillance using Twitter. GHX can use any controlled vocabulary to extract …

Category: Health Go Health

Predicting patient’s diagnoses and diagnostic categories from …

WEBPredicting patient’s diagnoses from EHRs 3 3 Methodology Let V i denote a patient visit iand let D= fV 1;V 2;:::;V jD g be a set of all pa- tient visits in our data. A visit can be de …

Category: Health Go Health

Health care applications: a solution based on the internet of …

WEBFigure 1: Internet of Things e-Health system model. those mentioned above, we propose the Internet of Things paradigm as the unifying glue among the plethora of dif-ferent …

Category: Health Go Health

Public Health Surveillance Using Global Health Explorer

WEB2 Architecture The Global Health Explorer is composed of two components: qb.js1 and Skit- ter2. qb.js is a general-purpose visualization and exploration environment for annotated …

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Milos Hauskrecht's papers

WEB2023: J.H. Jui, and M. Hauskrecht. Uncovering the Effects of Genes, Proteins, and Medications on Functions of Wound Healing: A Dependency Rule-Based Text Mining …

Category: Health Go Health

Mining of predictive patterns in Electronic health records data

WEBMining of predictive patterns in Electronic health records data Iyad Batal and Milos Hauskrecht Department of Computer Science University of Pittsburgh

Category: Health Go Health

Opportunities and Challenges of Pervasive and Ubiquitous …

WEB1 Opportunities and Challenges of Pervasive and Ubiquitous Computing in Health Care Sensor Network Topology Sensing Field Sensor nodes Internet Sink

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Author Manuscript NIH Public Access a and Abstract Stud …

WEBFeature importance analysis for patient management decisions Michal Valkoa and Milos Hauskrechta a Department of Computer Science, University of Pittsburgh, Pittsburgh, …

Category: Health Go Health

Machine learning and data mining in bioinformatics

WEBMachine learning and data mining for bioinformatics applications. High-throughput genomic and proteomic profiling harbor great expectation for improving early detection and …

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Modeling Multivariate Clinical Event Time-series with …

WEBDi erent temporal aspects of information in the multivariate event time-series (y1;:::;yt 1;yt) are processed through three di erent mechanisms: neural abstraction, recent context …

Category: Health Go Health

Knowledge Discovery from Massive Healthcare Claims Data

WEBIn 2008, the total healthcare spending in US was 15.2% of its GDP (highest in the world) and is expected to reach as much as 19.5% by 2017 [2]. But while the healthcare costs …

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Towards Next Generation Health Data Exploration: A Data …

WEBTowards Next Generation Health Data Exploration: A Data Cube-based Investigation into Population Statistics for Tobacco James P. McCusker , Deborah L. McGuinness , …

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Learning Medical Diagnosis Models from Multiple Experts

WEBOther Related Works There has been a number of works on learning with multiple reviewers/annotators.2 showed the beneﬁts of obtaining labels from multiple annotators …

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A Personalized Predictive Framework for Multivariate Clinical …

WEBcontribute to the prediction solution. „e adaptive model selection framework we propose uses the online switching approach [11, 22] that uses a mix of population-based and …

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Assert USE IN GitHub Projects

WEBAssertion Usages. Support Debugging. Design by Contract. Software designers define formal, precise and verifiable specifications. All client components that invoke operations …

Category: Health Go Health

Diagnosis Code Prediction from Electronic Health Records as …

WEBDiagnosis Code Prediction from Electronic Health Records as Multilabel Text Classiﬁcation: A Survey Jeong Min Lee Department of Computer Science

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Sparse Multidimensional Patient Modeling using Auxiliary …

WEBSparse Multidimensional Patient Modeling using Auxiliary Conﬁdence Labels Eric Heim, Milos Hauskrecht University of Pittsburgh, Department of Computer Science, Pittsburgh, …

Category: Health Go Health

CS 3750 final project: Overview of MIMIC III and extensions

WEBITEMID codes are defined in the D_ITEMS table. Note: Please note medications have dosages or infusion rates so it is possible to use these to come up with some numerical …

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Homer Warner Award 2010

WEBMilos Hauskrecht receives the Homer R. Warner Award during the American Medical Informatics Association meeting in Washington DC Milos Hauskrecht, an associate …

Category: Medical Go Health

De-identifying health records by means of active learning

WEBDe-identifying health records by means of active learning Henrik Boström [email protected] Hercules Dalianis [email protected] Dept. of …

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