Nicholas Anderson
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View article: 0643 Differences in Clinical Presentation of Obstructive Sleep Apnea in Native Hawaiian and Pacific Islander Patients
0643 Differences in Clinical Presentation of Obstructive Sleep Apnea in Native Hawaiian and Pacific Islander Patients Open
Introduction Obstructive sleep apnea (OSA) is the most common sleep-related breathing disorder in the U.S. Disparities in OSA severity have been identified in minority groups, but little is known about its impact on Native Hawaiian and Pac…
View article: 0658 Exploring Drivers of PAP Therapy Adherence and OSA Severity: Insights from a Sequential Analysis in NHPI Populations in Hawaii
0658 Exploring Drivers of PAP Therapy Adherence and OSA Severity: Insights from a Sequential Analysis in NHPI Populations in Hawaii Open
Introduction Native Hawaiian and Pacific Islander (NHPI) populations are disproportionately affected by more severe obstructive sleep apnea (OSA), often complicated by higher comorbidity rates and limited access to healthcare resources. Th…
View article: 22 Advancing clinical trial reporting and AI integration: Optimizing protocol data extraction using LLMs and regulatory best practices
22 Advancing clinical trial reporting and AI integration: Optimizing protocol data extraction using LLMs and regulatory best practices Open
Objectives/Goals: This study aimed to enhance clinical trial data management through large language model information retrieval and generation techniques within the clinical trial reporting workflow. We focused on improving compliance with…
View article: Geographic Remoteness, Socioeconomic Status, and Healthcare Access: Emergency Preparedness of South Dakota Secondary Schools
Geographic Remoteness, Socioeconomic Status, and Healthcare Access: Emergency Preparedness of South Dakota Secondary Schools Open
Context: Athletic emergency preparedness remains critical to ensure athlete safety. Objective: To assess the influence of geographic remoteness, socioeconomic status, and healthcare access on athletic emergency preparedness of South Dakota…
View article: Pan Trapping and Malaise Trapping: A Comparison of Bee Collection Techniques in Subalpine Meadows
Pan Trapping and Malaise Trapping: A Comparison of Bee Collection Techniques in Subalpine Meadows Open
Public lands, managed for multiple uses such as logging, mining, grazing, and recreation, also support vital environmental services like wild bee pollination. A trending decline in wild bees has heightened interest in documenting these key…
View article: Exploring the Deep Learning of Artificial Intelligence in Nursing: A Concept Analysis with Walker and Avant’s Approach
Exploring the Deep Learning of Artificial Intelligence in Nursing: A Concept Analysis with Walker and Avant’s Approach Open
Background: In recent years, increased attention has been given to the use ofartificial intelligence (AI) or artificial intelligence (AI) deep learning(DL) in healthcare to address nursing challenges. However, the adoption of new technolog…
View article: Examining post-concussion white matter change in a pediatric sample
Examining post-concussion white matter change in a pediatric sample Open
Diffusion-Weight Imaging (DWI) is increasingly used to explore a range of outcomes in pediatric concussion, particularly the neurobiological underpinnings of symptom recovery. However, the DWI findings within the broader pediatric concussi…
View article: Research Profiling and Its Impact on Collaboration and Internalization
Research Profiling and Its Impact on Collaboration and Internalization Open
The webinar, which saw over five hundred (500) registered participants, had speakers from the Global North and Global South Partners who highlighted the implications of strategic research profiling and how this can aid in research impact, …
View article: Improving subacute management of post concussion symptoms: a pilot study of the Melbourne Paediatric Concussion Scale parent report
Improving subacute management of post concussion symptoms: a pilot study of the Melbourne Paediatric Concussion Scale parent report Open
Aim: To pilot a modification of the Post Concussion Symptom Inventory, the Melbourne Paediatric Concussion Scale (MPCS) and examine its clinical utility. Materials & methods: A total of 40 families of concussed children, aged 8–18 years, w…
View article: Mental health impacts of the COVID-19 pandemic on children and adolescents with chronic health conditions
Mental health impacts of the COVID-19 pandemic on children and adolescents with chronic health conditions Open
Objective To investigate the changes in mental health and activities of children with chronic health conditions (CHC) during the pandemic. Additionally, to gather information from parents about their children’s healthcare experience, famil…
View article: No Evidence of a Difference in Susceptibility-Weighted Imaging Lesion Burden or Functional Network Connectivity between Children with Typical and Delayed Recovery Two Weeks Post-Concussion
No Evidence of a Difference in Susceptibility-Weighted Imaging Lesion Burden or Functional Network Connectivity between Children with Typical and Delayed Recovery Two Weeks Post-Concussion Open
Susceptibility weighted imaging (SWI) and resting state functional magnetic resonance imaging have been highlighted as two novel neuroimaging modalities that have been underutilized when attempting to predict whether a child with concussio…
View article: Privacy-protecting, reliable response data discovery using COVID-19 patient observations
Privacy-protecting, reliable response data discovery using COVID-19 patient observations Open
Objective To utilize, in an individual and institutional privacy-preserving manner, electronic health record (EHR) data from 202 hospitals by analyzing answers to COVID-19-related questions and posting these answers online. Materials and M…
View article: Protocol for a randomised clinical trial of multimodal postconcussion symptom treatment and recovery: the Concussion Essentials study
Protocol for a randomised clinical trial of multimodal postconcussion symptom treatment and recovery: the Concussion Essentials study Open
Introduction While most children recover from a concussion shortly after injury, approximately 30% experience persistent postconcussive symptoms (pPCS) beyond 1-month postinjury. Existing research into the treatment of pPCS have evaluated …
View article: Use of Machine Learning to Screen for Acute Respiratory Distress Syndrome Using Raw Ventilator Waveform Data
Use of Machine Learning to Screen for Acute Respiratory Distress Syndrome Using Raw Ventilator Waveform Data Open
Objectives: To develop and characterize a machine learning algorithm to discriminate acute respiratory distress syndrome from other causes of respiratory failure using only ventilator waveform data. Design: Retrospective, observational coh…
View article: 4439 Comparing the Impact of Adding an Educational Video Presentation to Universal Self-Consent for Remnant Clinical Biospecimens: A Single Blind Randomized-Control Trial
4439 Comparing the Impact of Adding an Educational Video Presentation to Universal Self-Consent for Remnant Clinical Biospecimens: A Single Blind Randomized-Control Trial Open
OBJECTIVES/GOALS: BURRITO is an efficient strategy that provides full disclosure in the electronic medical record of a patient’s preference in real time. BURRITO uses printed materials only to inform patients and has a <50% rates of consen…
View article: Leveraging IoTs and Machine Learning for Patient Diagnosis and Ventilation Management in the Intensive Care Unit
Leveraging IoTs and Machine Learning for Patient Diagnosis and Ventilation Management in the Intensive Care Unit Open
Future healthcare systems will rely heavily on clinical decision support systems (CDSS) to improve the decision-making processes of clinicians. To explore the design of future CDSS, we developed a research-focused CDSS for the management o…
View article: Quantifying Mobility in the ICU: Comparison of Electronic Health Record Documentation and Accelerometer-Based Sensors to Clinician-Annotated Video
Quantifying Mobility in the ICU: Comparison of Electronic Health Record Documentation and Accelerometer-Based Sensors to Clinician-Annotated Video Open
Objectives: To compare the accuracy of electronic health record clinician documentation and accelerometer-based sensors with a gold standard dataset derived from clinician-annotated video to quantify early mobility activities in adult ICU …
View article: Modeling Clinical Processes to Consent Research Donors of Remnant Biospecimens in an Outpatient Cardiology Clinic
Modeling Clinical Processes to Consent Research Donors of Remnant Biospecimens in an Outpatient Cardiology Clinic Open
Introduction: Informed consent for research biospecimen donations is traditionally obtained through a face-to-face interaction with research staff and by signing an Institutional Review Board (IRB)-approved printed form. Electronic signatu…
View article: Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode
Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode Open
Clinical decision support systems (CDSS) will play an in-creasing role in improving the quality of medical care for critically ill patients. However, due to limitations in current informatics infrastructure, CDSS do not always have com-ple…
View article: An Analytic Platform for the Rapid and Reproducible Annotation of Ventilator Waveform Data
An Analytic Platform for the Rapid and Reproducible Annotation of Ventilator Waveform Data Open
Algorithmic classifiers are crucial components of clinical decision support (CDS) systems needed to advance healthcare delivery. Robust CDS systems must be derived and validated via creation of multi-reviewer adjudicated gold standard data…
View article: Corrigendum: Research IT maturity models for academic health centers: Early development and initial evaluation
Corrigendum: Research IT maturity models for academic health centers: Early development and initial evaluation Open
[This corrects the article DOI: 10.1017/cts.2018.339.].
View article: Improving Mechanical Ventilator Clinical Decision Support Systems with a Machine Learning Classifier for Determining Ventilator Mode
Improving Mechanical Ventilator Clinical Decision Support Systems with a Machine Learning Classifier for Determining Ventilator Mode Open
Clinical decision support systems (CDSS) will play increasing role in improving quality of medical care for critically ill patients. However, due to limitations in current informatics infrastructure, CDSS do not always have complete inform…
View article: Research IT maturity models for academic health centers: Early development and initial evaluation
Research IT maturity models for academic health centers: Early development and initial evaluation Open
This paper proposes the creation and application of maturity models to guide institutional strategic investment in research informatics and information technology (research IT) and to provide the ability to measure readiness for clinical a…
View article: Sustainability considerations for clinical and translational research informatics infrastructure
Sustainability considerations for clinical and translational research informatics infrastructure Open
A robust biomedical informatics infrastructure is essential for academic health centers engaged in translational research. There are no templates for what such an infrastructure encompasses or how it is funded. An informatics workgroup wit…
View article: Creation of a Robust and Generalizable Machine Learning Classifier for Patient Ventilator Asynchrony
Creation of a Robust and Generalizable Machine Learning Classifier for Patient Ventilator Asynchrony Open
Summary Background: As healthcare increasingly digitizes, streaming waveform data is being made available from an variety of sources, but there still remains a paucity of performant clinical decision support systems. For example, in the in…