Výsledky vyhledávání - "Aloksagar Panny"

Akademický článek

Modeling longitudinal oral health status and pneumonia risk: secondary data analyses of an integrated dental-medical cohort

Autor: Richard L. Berg, Ingrid Glurich, Aloksagar Panny, Frank A. Scannapieco, Jeffrey Miecznikowski, Jeffrey VanWormer, Amit Acharya

Publikováno v: BMC Oral Health, Vol 23, Iss 1, Pp 1-13 (2023)

Abstract Background Mounting evidence indicates potential associations between poor oral health status (OHS) and increased pneumonia risk. Relative pneumonia risk was assessed in the context of longitudinally documented OHS. Methods Electronic medica

Externí odkaz: https://doaj.org/article/9408d87d17a5463d886e573ce921c451

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Akademický článek

Identifying oral disease variables associated with pneumonia emergence by application of machine learning to integrated medical and dental big data to inform eHealth approaches

Autor: Neel Shimpi, Ingrid Glurich, Aloksagar Panny, Harshad Hegde, Frank A. Scannapieco, Amit Acharya

Publikováno v: Frontiers in Dental Medicine, Vol 3 (2022)

BackgroundThe objective of this study was to build models that define variables contributing to pneumonia risk by applying supervised Machine Learning (ML) to medical and oral disease data to define key risk variables contributing to pneumonia emerge

Externí odkaz: https://doaj.org/article/b8179d6fb3ff47fe90cef318d4a0437c

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Akademický článek

Knowledgeability, Attitude and Practice Behaviors of Dental Providers Toward Provisions of Integrated Care Delivery for Patients With Prediabetes/Diabetes: Wisconsin Statewide Survey

Autor: Neel Shimpi, Aloksagar Panny, Ingrid Glurich, Po-Huang Chyou, Amit Acharya

Publikováno v: Frontiers in Dental Medicine, Vol 2 (2021)

Introduction: To conduct a statewide survey among Wisconsin-based dental providers evaluating current knowledgeability, attitudes and practice behaviors surrounding management of patients with diabetes/prediabetes in the dental setting. The study exp

Externí odkaz: https://doaj.org/article/33e01fe107a94f4f888e4a3e6442f18a

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Akademický článek

Longitudinal Observation of Outcomes and Patient Access to Integrated Care Following Point-of-Care Glycemic Screening in Community Health Center Dental Safety Net Clinics

Autor: Ingrid Glurich, Richard Berg, Aloksagar Panny, Neel Shimpi, Annie Steinmetz, Greg Nycz, Amit Acharya

Publikováno v: Frontiers in Oral Health, Vol 2 (2021)

Introduction: Rates of diabetes/prediabetes continue to increase, with disparity populations disproportionately affected. Previous field trials promoted point-of-care (POC) glycemic screening in dental settings as an additional primary care setting t

Externí odkaz: https://doaj.org/article/0a89dc15f9d4487588b4d945aef30bdb

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Akademický článek

MICE vs PPCA: Missing data imputation in healthcare

Autor: Harshad Hegde, Neel Shimpi, Aloksagar Panny, Ingrid Glurich, Pamela Christie, Amit Acharya

Publikováno v: Informatics in Medicine Unlocked, Vol 17, Iss , Pp - (2019)

Retrospective analyses of real-world clinical data face challenges owing to the absence of some data elements. Historically, missing data was addressed by first classifying its presence into one of three categories: missing completely at random (MCAR

Externí odkaz: https://doaj.org/article/4da7c36c0095402ba471270e11be0695

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Akademický článek

Development of non-invasive diabetes risk prediction models as decision support tools designed for application in the dental clinical environment

Autor: Harshad Hegde, Neel Shimpi, Aloksagar Panny, Ingrid Glurich, Pamela Christie, Amit Acharya

Publikováno v: Informatics in Medicine Unlocked, Vol 17, Iss , Pp - (2019)

The objective was to develop a predictive model using medical-dental data from an integrated electronic health record (iEHR) to identify individuals with undiagnosed diabetes mellitus (DM) in dental settings. Retrospective data retrieved from Marshfi

Externí odkaz: https://doaj.org/article/60b30e9edd6b4030b4cd2c70478425e1

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A Methodological Approach to Validate Pneumonia Encounters from Radiology Reports Using Natural Language Processing

Autor: AlokSagar Panny, Harshad Hegde, Ingrid Glurich, Frank A. Scannapieco, Jayanth G. Vedre, Jeffrey J. VanWormer, Jeffrey Miecznikowski, Amit Acharya

Publikováno v: Methods Inf Med

Introduction Pneumonia is caused by microbes that establish an infectious process in the lungs. The gold standard for pneumonia diagnosis is radiologist-documented pneumonia-related features in radiology notes that are captured in electronic health r

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::551ed4599d0895735d895e173468fbef
https://doi.org/10.1055/a-1817-7008

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Variations in temporal trends in non-traumatic dental condition related emergencies

Autor: Radhakrishnan Nagarajan, Aloksagar Panny, Richard Berg, Amit Acharya, Greg Nycz

Publikováno v: Journal of public health dentistryREFERENCES. 82(3)

The objective of the study was to investigate temporal trends in non-traumatic dental condition (NTDC) related emergency visits at Emergency Department (ED), urgent care (UC), and at a Federally Qualified Health Center (FQHC) that providing dental se

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::79fa9cf056c2623ca573080f3d859c39
https://pubmed.ncbi.nlm.nih.gov/35642100

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