Imputation of missing values for electronic health record laboratory data

J Li, XS Yan, D Chaudhary, V Avula, S Mudiganti… - NPJ digital …, 2021 - nature.com
Abstract Laboratory data from Electronic Health Records (EHR) are often used in prediction
models where estimation bias and model performance from missingness can be mitigated …

The allure of big data to improve stroke outcomes: review of current literature

MT Olaiya, N Sodhi-Berry, LL Dalli, K Bam… - Current neurology and …, 2022 - Springer
Abstract Purpose of Review To critically appraise literature on recent advances and methods
using “big data” to evaluate stroke outcomes and associated factors. Recent Findings …

Dissecting polygenic etiology of ischemic stroke in the era of precision medicine

J Li, V Abedi, R Zand - Journal of Clinical Medicine, 2022 - mdpi.com
Ischemic stroke (IS), the leading cause of death and disability worldwide, is caused by many
modifiable and non-modifiable risk factors. This complex disease is also known for its …

The paradigm change from reactive medical services to 3PM in ischemic stroke: a holistic approach utilising tear fluid multi-omics, mitochondria as a vital biosensor …

O Golubnitschaja, J Polivka Jr, P Potuznik, M Pesta… - EPMA Journal, 2024 - Springer
Worldwide stroke is the second leading cause of death and the third leading cause of death
and disability combined. The estimated global economic burden by stroke is over US $891 …

Predicting short and long-term mortality after acute ischemic stroke using EHR

V Abedi, V Avula, SM Razavi, S Bavishi… - Journal of the …, 2021 - Elsevier
Objective Despite improvements in treatment, stroke remains a leading cause of mortality
and long-term disability. In this study, we leveraged administrative data to build predictive …

Predictors of post-stroke depression: a retrospective cohort study

D Chaudhary, I Friedenberg, V Sharma, P Sharma… - Brain Sciences, 2022 - mdpi.com
Despite reports of a high incidence and various predictors of post-stroke depression (PSD),
the underdiagnosis and undertreatment rates of PSD are still high. This study aimed to …

Metabolic Syndrome: A Strange Companion of Atrial Fibrillation; A Blessing in Disguise from the Neuropsychiatric Point of View

CI Rosca, DF Lighezan, DD Nisulescu, A Sharma… - Biomedicines, 2023 - mdpi.com
Background: The concept of metabolic syndrome (MetSy) brings together components that
individually represent a risk factor for cardiovascular diseases, which over time can prove to …

Idiopathic Intracranial Hypertension and Cardiovascular Diseases Risk in the United Kingdom Women: An Obesity-Adjusted Risk Analysis Using Indirect …

AY Azzam, MM Morsy, MH Ellabban, AM Morsy… - medRxiv, 2024 - medrxiv.org
Introduction Idiopathic intracranial hypertension (IIH) is associated with increased
cardiovascular disease (CVD) risk, but the relative contributions of obesity versus IIH …

Non-linear association between body weight and functional outcome after acute ischemic stroke

K Wakisaka, R Matsuo, K Matsumoto, Y Nohara, F Irie… - Scientific reports, 2023 - nature.com
This study aimed to determine whether body weight is associated with functional outcome
after acute ischemic stroke. We measured the body mass index (BMI) and assessed clinical …

Prevalence and clinical predictors of inappropriate direct oral anticoagulant dosage in octagenarians with atrial fibrillation

A Carbone, F Santelli, R Bottino, E Attena… - European Journal of …, 2022 - Springer
Purpose Older age is associated with inappropriate dose prescription of direct oral
anticoagulants. The aim of our study was to describe the prevalence and the clinical …