User profiles for Aloksagar Panny

Aloksagar Panny

Methodist Health System
Verified email at mhd.com
Cited by 176

[HTML][HTML] MICE vs PPCA: Missing data imputation in healthcare

H Hegde, N Shimpi, A Panny, I Glurich… - Informatics in Medicine …, 2019 - Elsevier
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 …

Knowledgeability, attitude, and practice behaviors of primary care providers toward managing patients' oral health care in medical practice: Wisconsin statewide …

N Shimpi, I Glurich, A Panny, A Acharya - The Journal of the American …, 2019 - Elsevier
Background In this study, the authors sought to explore the receptivity, preparedness, and
rates of adoption of integrated medical-dental models of care (MOCs) in the practice setting …

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

H Hegde, N Shimpi, A Panny, I Glurich… - Informatics in medicine …, 2019 - Elsevier
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 (…

Identifying pneumonia subtypes from electronic health records using rule-based algorithms

H Hegde, I Glurich, A Panny, JG Vedre… - … of information in …, 2022 - thieme-connect.com
Background The International Classification of Disease (ICD) coding for pneumonia classification
is based on causal organism or use of general pneumonia codes, creating challenges …

[HTML][HTML] Identifying oral disease variables associated with pneumonia emergence by application of machine learning to integrated medical and dental big data to …

N Shimpi, I Glurich, A Panny, H Hegde… - Frontiers in dental …, 2022 - frontiersin.org
Background: The 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 …

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

R Nagarajan, A Panny, R Berg… - Journal of public …, 2022 - Wiley Online Library
Objective 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 (…

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

RL Berg, I Glurich, A Panny, FA Scannapieco… - BMC oral health, 2023 - Springer
Background Mounting evidence indicates potential associations between poor oral health
status (OHS) and increased pneumonia risk. Relative pneumonia risk was assessed in the …

A methodological approach to validate pneumonia encounters from radiology reports using natural language processing

AS Panny, H Hegde, I Glurich… - … of information in …, 2022 - thieme-connect.com
Introduction Pneumonia is caused by microbes that establish an infectious process in the
lungs. The gold standard for pneumonia diagnosis is radiologist-documented pneumonia-…

[HTML][HTML] Knowledgeability, attitude and practice behaviors of dental providers toward provisions of integrated care delivery for patients with prediabetes/diabetes …

N Shimpi, A Panny, I Glurich, PH Chyou… - Frontiers in Dental …, 2021 - frontiersin.org
Introduction: To conduct a statewide survey among Wisconsin-based dental providers evaluating
current knowledgeability, attitudes and practice behaviors surrounding management of …

Achieving the 'true'triple aim in healthcare

A Panny, K Krueger, A Acharya - Integration of medical and dental care …, 2019 - Springer
The Institute for Healthcare Improvement (IHI) defined Triple Aim as simultaneous pursuit of
three goals including improving the health of population, improving the experience of care …