Medicine and Health Sciences Commons^™

Improved Pediatric Icu Mortality Prediction For Respiratory Diseases: Machine Learning And Data Subdivision Insights, Johayra Prithula, Muhammad E H Chowdhury, Muhammad Salman Khan, Khalid Al-Ansari, Susu M Zughaier, Khandaker Reajul Islam, Abdulrahman Alqahtani

Journal Articles

The growing concern of pediatric mortality demands heightened preparedness in clinical settings, especially within intensive care units (ICUs). As respiratory-related admissions account for a substantial portion of pediatric illnesses, there is a pressing need to predict ICU mortality in these cases. This study based on data from 1188 patients, addresses this imperative using machine learning techniques and investigating different class balancing methods for pediatric ICU mortality prediction. This study employs the publicly accessible "Paediatric Intensive Care database" to train, validate, and test a machine learning model for predicting pediatric patient mortality. Features were ranked using three machine learning feature selection …

Parents' Stigmatizing Beliefs About The Hpv Vaccine And Their Association With Information Seeking Behavior And Vaccination Communication Behaviors, Ashley Hedrick Mckenzie, Ross Shegog, Lara S Savas, C Mary Healy, L Aubree Shay, Sharice Preston, Sharon Coan, Travis Teague, Erica Frost, Stanley W Spinner, Sally W Vernon

Journal Articles

Parents' stigmatizing beliefs about the HPV vaccine, such as beliefs that it promotes adolescent sexual activity, constitute a notable barrier to vaccine uptake. The purpose of this study is to describe the associations between parents' stigmatizing beliefs about the HPV vaccine, psychosocial antecedents to vaccination, and parents' intentions to vaccinate their children. Parents of vaccine-eligible children (

Medical Ethics Principles Underscore Advocating For Human Papillomavirus Vaccine, C Mary Healy, Lara S Savas, Ross Shegog, Rebecca Lunstroth, Sally W Vernon

Journal Articles

Studies have consistently shown that vaccination rates against human papillomavirus (HPV) lag far behind other adolescent vaccinations recommended at the same age, resulting in exposing adolescents to unnecessary future risk of infection, and genital and head and neck cancers. Studies also have demonstrated that a major barrier to vaccination is lack of a strong provider recommendation. Factors that providers offer for failing to give a strong recommendation range from perception that the child is not at risk or the need to explain that the vaccine is not mandated (lack of equity and justice) or respect for parental autonomy. We look …

Evaluation Of Mrna-1273 Vaccine In Children 6 Months To 5 Years Of Age, Evan J Anderson, C Buddy Creech, Vladimir Berthaud, Arin Piramzadian, Kimball A Johnson, Marcus Zervos, Fredric Garner, Carl Griffin, Khozema Palanpurwala, Mark Turner, Jeffrey Gerber, Richard L Bennett, Kashif Ali, Madhavi Ampajwala, Gary Berman, Jennifer Nayak, Carey Chronis, Barbara Rizzardi, William J Muller, Christopher A Smith, George Fuchs, Daniel Hsia, Joanne E Tomassini, Dianne Delucia, Caroline Reuter, Barbara Kuter, Xiaoping Zhao, Weiping Deng, Honghong Zhou, Daniela Ramirez Schrempp, Kelly Hautzinger, Bethany Girard, Karen Slobod, Roderick Mcphee, Rolando Pajon, Anne Aunins, Rituparna Das, Jacqueline M Miller, Sabine Schnyder Ghamloush, Kidcove Study Group

Journal Articles

BACKGROUND: The safety, reactogenicity, immunogenicity, and efficacy of the mRNA-1273 coronavirus disease 2019 (Covid-19) vaccine in young children are unknown.

METHODS: Part 1 of this ongoing phase 2-3 trial was open label for dose selection; part 2 was an observer-blinded, placebo-controlled evaluation of the selected dose. In part 2, we randomly assigned young children (6 months to 5 years of age) in a 3:1 ratio to receive two 25-μg injections of mRNA-1273 or placebo, administered 28 days apart. The primary objectives were to evaluate the safety and reactogenicity of the vaccine and to determine whether the immune response in these …

Evaluating The Clinical Impact Of A Novel Pediatric Emergency Medicine Curriculum On Asthma Outcomes In Belize, Adeola A Kosoko, Amelia A Khoei, Swapnil Khose, Alicia E Genisca, Joy M Mackey

Journal Articles

BACKGROUND: Respiratory-related complaints prompt most pediatric visits to Karl Heusner Memorial Hospital Authority's (KHMHA) Emergency Department (ED) in Belize. We developed and taught a novel pediatric respiratory emergencies module for generalist practitioners there. We assessed the curriculum's clinical impact on pediatric asthma emergency management.

OBJECTIVE: This study assesses the clinical impact of a pediatric emergency medicine curriculum on management of pediatric asthma emergencies at KHMHA in Belize City, Belize.

METHODS: We conducted a randomized chart review of pediatric (aged 2-16 y) visits for asthma-related diagnosis at the KHMHA ED between 2015 and 2018 to assess the training module's clinical impact. …

Vikela Ekhaya: A Novel, Community-Based, Tuberculosis Contact Management Program In A High Burden Setting, Alexander W Kay, Micaela Sandoval, Godwin Mtetwa, Musa Mkhabela, Banele Ndlovu, Tara Devezin, Welile Sikhondze, Debrah Vambe, Joyce Sibanda, Gloria S Dube, Robert H Stevens, Bhekumusa Lukhele, Anna M Mandalakas

Journal Articles

BACKGROUND: The prevention of tuberculosis (TB) in child contacts of TB cases and people living with human immunodeficiency virus (HIV) is a public health priority, but global access to TB preventive therapy (TPT) remains low. In 2019, we implemented Vikela Ekhaya, a novel community-based TB contact management program in Eswatini designed to reduce barriers to accessing TPT.

METHODS: Vikela Ekhaya offered differentiated TB and HIV testing for household contacts of TB cases by using mobile contact management teams to screen contacts, assess their TPT eligibility, and initiate and monitor TPT adherence in participants' homes.

RESULTS: In total, 945 contacts from …

Concentrations Of Lead, Mercury, Arsenic, Cadmium, Manganese, And Aluminum In The Blood Of Pakistani Children With And Without Autism Spectrum Disorder And Their Associated Factors, Mohammad H Rahbar, Shahnaz H Ibrahim, Syed Iqbal Azam, Manouchehr Hessabi, Fatima Karim, Sori Kim, Jing Zhang, Nasreen Gulzar Ali, Katherine A Loveland

Journal Articles

BACKGROUND: Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder with early onset in utero or childhood. Environmental exposure to six metals (Pb, Hg, As, Cd, Mn, Al) is believed to be associated with ASD directly or interactively with genes.

METHODS: We enrolled 30 ASD cases, age 2-12 years old, and 30 age- and sex-matched typically developing (TD) controls in Karachi, Pakistan. We assessed associations of ASD status with various factors using Conditional Logistic Regression models. We also used General Linear Models to assess possible interaction of blood Mn and Pb concentrations with the three GST genes in relation to ASD …