Medicine and Health Sciences Commons^™

Machine Learning To Predict Sports-Related Concussion Recovery Using Clinical Data, Yan Chu, Gregory Knell, Riley P. Brayton, Scott O. Burkhart, Xiaoqian Jiang, Shayan Shams

Faculty Research, Scholarly, and Creative Activity

Objectives
Sport-related concussions (SRCs) are a concern for high school athletes. Understanding factors contributing to SRC recovery time may improve clinical management. However, the complexity of the many clinical measures of concussion data precludes many traditional methods. This study aimed to answer the question, what is the utility of modeling clinical concussion data using machine-learning algorithms for predicting SRC recovery time and protracted recovery?
Methods
This was a retrospective case series of participants aged 8 to 18 years with a diagnosis of SRC. A 6-part measure was administered to assess pre-injury risk factors, initial injury severity, and post-concussion symptoms, including …

Impact Of The Who Surgical Safety Checklist Relative To Its Design And Intended Use: A Systematic Review And Meta-Meta-Analysis, Kenji T. Sotto, Barbara K. Burian, Mary E. Brindle

Faculty Research, Scholarly, and Creative Activity

Background
The aim of this study was to identify what parts of the World Health Organization Surgical Safety Checklist (WHO SSC) are working, what can be done to make it more effective, and to determine if it achieved its intended effect relative to its design and intended use.
Study Design
We conducted a qualitative thematic analysis and meta-meta-analyses of findings in WHO SSC systematic reviews following Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines.
Results
Twenty systematic reviews were included for qualitative thematic analysis. Narrative information was coded in 4 primary areas with a focus on impact of …

Avoidant Restrictive Food Intake Disorder Prevalent Among Patients With Inflammatory Bowel Disease, Emily Yelencich, Emily Truong, Adrianne M. Widaman, Giselle Pignotti, Liu Yang, Yejoo Jeon, Andrew T. Weber, Rishabh Shah, Janelle Smith, Jenny S. Sauk, Berkeley N. Limketkai

Faculty Research, Scholarly, and Creative Activity

Background & Aims
Inflammatory bowel disease (IBD) patients alter their dietary behaviors to reduce disease-related symptoms, avoid feared food triggers, and control inflammation. This study aimed to estimate the prevalence of avoidant/restrictive food intake disorder (ARFID), evaluate risk factors, and examine the association with risk of malnutrition in patients with IBD.
Methods
This cross-sectional study recruited adult patients with IBD from an ambulatory clinic. ARFID risk was measured using the Nine-Item ARFID Screen. Nutritional risk was measured with the Patient Generated-Subjective Global Assessment. Logistic regression models were used to evaluate the association between clinical characteristics and a positive ARFID risk …

Understanding Factors Relevant To Poor Sleep And Coping Methods In People With Schizophrenia, Yen-Ching Chang, Megan C. Chang, Yun-Jou Chang, Ming-De Chen

Faculty Research, Scholarly, and Creative Activity

Background

Sleep disruption is pervasive in people with schizophrenia, but few studies have explored their sleep experiences. This study aims to identify factors relevant to sleep problems and explore coping methods used by community-dwelling people with schizophrenia.

Methods

Eighteen participants with schizophrenia were recruited from three mental health centers in Taiwan. They completed a semi-structured interview and the Pittsburgh Sleep Quality Index (PSQI) assessment. The Person-Environment-Occupation model offered a framework to assess factors related to sleep. Thematic analysis was used for the qualitative data analysis.

Results

Factors related to sleep were classified under person, environment, and occupation domains. The person …

Translating Evidence-Based Guidelines Into Practice—Are We Getting It Right? A Multi-Centre Prospective International Audit Of Nutrition Care In Patients With Foregut Tumors (Inform), Merran Findlay, Judith D. Bauer, Rupinder Dhaliwal, Marian De Van Der Schueren, Alessandro Laviano, Adrianne Widaman, Lisa Martin, Andrew G. Day, Leah M. Gramlich

Faculty Research, Scholarly, and Creative Activity

Malnutrition is highly prevalent in patients with foregut tumors comprising head and neck (HNC) and esophageal (EC) cancers, negatively impacting outcomes. International evidence-based guidelines (EBGs) for nutrition care exist; however, translation of research evidence into practice commonly presents considerable challenges and consequently lags. This study aimed to describe and evaluate current international nutrition care practices compared with the best-available evidence for patients with foregut tumors who are at high risk of malnutrition. A multi-centre prospective cohort study enrolled 170 patients commencing treatment of curative intent for HNC (n = 119) or EC (n = 51) in 11 cancer …

Initiating A Geriatric Clinical Practicum In The Midst Of A Pandemic, April Wood

Faculty Research, Scholarly, and Creative Activity

No abstract provided.

Cuestionario De Proceso Sensorial En Adultos: Comparación De Resultados Entre Población De Usa Y De Chile: Resultados Preliminares/Sensory Processing Questionnaire In Adults: Comparison Of Results Between Usa And Chile Population: Preliminary Results, Silvia Gómez, Megan Chang, Dianne Parham, Erna Imperatore

Faculty Research, Scholarly, and Creative Activity

Spanish: Existen escasos estudios sobre la forma de evaluar el proceso sensorial en adultos; una de estas formas es el uso de perfil sensorial desarrollado por Brown y Dunn en el año 2002, aplicable tanto para la población infantil como adulta de habla inglesa. Hasta el momento no existe una evaluación de procesamiento sensorial del adulto validada en castellano. En base a estos antecedentes, el principal objetivo de este estudio es validar la construcción interna de una escala de procesamiento sensorial en el adulto a través del Cuestionario del Proceso Sensorial del Adulto (CPSA) con una población de habla hispana, …

Social Support From The Athletic Trainer And Symptoms Of Depression And Anxiety At Return To Play, Jingzhen Yang, Julie T. Schaefer, Ni Zhang, Tracey Covassin, Kele Ding, Erin Heiden

Faculty Research, Scholarly, and Creative Activity

No abstract provided.