[HTML][HTML] Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles

ER Lusczek, NE Ingraham, BS Karam, J Proper… - PloS one, 2021 - journals.plos.org
Purpose Heterogeneity has been observed in outcomes of hospitalized patients with
coronavirus disease 2019 (COVID-19). Identification of clinical phenotypes may facilitate …

Nlp methods for extraction of symptoms from unstructured data for use in prognostic covid-19 analytic models

GM Silverman, HS Sahoo, NE Ingraham, M Lupei… - Journal of Artificial …, 2021 - jair.org
Statistical modeling of outcomes based on a patient's presenting symptoms
(symptomatology) can help deliver high quality care and allocate essential resources, which …

[HTML][HTML] A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate …

MI Lupei, D Li, NE Ingraham, KD Baum, B Benson… - PloS one, 2022 - journals.plos.org
Objective To prospectively evaluate a logistic regression-based machine learning (ML)
prognostic algorithm implemented in real-time as a clinical decision support (CDS) system …

The association between ASA status and other risk stratification models on postoperative intensive care unit outcomes

MI Lupei, JG Chipman, GJ Beilman… - Anesthesia & …, 2014 - journals.lww.com
BACKGROUND: There is limited medical literature investigating the association between
perioperative risk stratification methods and surgical intensive care unit (SICU) outcomes …

Inadequate antibiotic therapy in solid organ transplant recipients is associated with a higher mortality rate

MI Lupei, HJ Mann, GJ Beilman, C Oancea… - Surgical …, 2010 - liebertpub.com
Background: Inadequate antibiotic therapy and failure to administer antibiotics in a timely
fashion have been associated with substantial mortality rates in patients in the intensive care …

Responding to COVID-19 through interhospital resource coordination: a mixed-methods evaluation

MG Usher, CJ Tignanelli, B Hilliard… - Journal of patient …, 2022 - journals.lww.com
Objectives The COVID-19 pandemic stressed hospital operations, requiring rapid
innovations to address rise in demand and specialized COVID-19 services while …

Implementation and 1-year follow-up of the cardiovascular ICU standardised handover

M Lupei, N Munshi, AM Kaizer, L Patten… - BMJ Open …, 2021 - bmjopenquality.bmj.com
Background Miscommunication during clinical handover can lead to partial information
transfer and healthcare provider dissatisfaction. We hypothesised that a quality improvement …

A fast, resource efficient, and reliable rule-based system for COVID-19 symptom identification

HS Sahoo, GM Silverman, NE Ingraham, MI Lupei… - JAMIA …, 2021 - academic.oup.com
Objective With COVID-19, there was a need for a rapidly scalable annotation system that
facilitated real-time integration with clinical decision support systems (CDS). Current …

832: Perception of body image after Tracheostomy

L Morris, M Lupei, S Afifi - Critical Care Medicine, 2013 - journals.lww.com
Introduction: Limited information exists on body image perception after tracheostomy. This
study assessed the perception of body image in tracheostomy patients and its impact on …

FEATURE. Body Image Perception after Tracheostomy.

LL Morris, M Lupei, MS Afifi - ORL-Head & Neck Nursing, 2017 - search.ebscohost.com
Objective: The purpose of this study was to determine body-image-related concerns of
patients with tracheostomies, and how these concerns may change over time. However …