User profiles for Aloksagar Panny
Aloksagar PannyMethodist Health System Verified email at mhd.com Cited by 176 |
[HTML][HTML] MICE vs PPCA: Missing data imputation in healthcare
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 …
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 …
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 …
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
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 (…
electronic health record (iEHR) to identify individuals with undiagnosed diabetes mellitus (…
Identifying pneumonia subtypes from electronic health records using rule-based algorithms
Background The International Classification of Disease (ICD) coding for pneumonia classification
is based on causal organism or use of general pneumonia codes, creating challenges …
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 …
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 …
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 (…
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 …
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
Introduction Pneumonia is caused by microbes that establish an infectious process in the
lungs. The gold standard for pneumonia diagnosis is radiologist-documented pneumonia-…
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 …
Introduction: To conduct a statewide survey among Wisconsin-based dental providers evaluating
current knowledgeability, attitudes and practice behaviors surrounding management of …
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 …
three goals including improving the health of population, improving the experience of care …