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 …

Teaching And Safety-Net Hospital Penalization In The Hospital-Acquired Condition Reduction Program, Jose A Serpa, Gretchen Gemeinhardt, Cesar A Arias, Robert O Morgan, Heidi Russell, Hongyu Miao, Cecilia M Ganduglia Cazaban

Journal Articles

IMPORTANCE: The Hospital-Acquired Condition Reduction Program (HACRP) evaluates acute care hospitals on the occurrence of patient safety events and health care-associated infections. Since its implementation, several studies have raised concerns about the overpenalization of teaching and safety-net hospitals, and although several changes in the program's methodology have been applied in the last few years, whether these changes reversed the overpenalization of teaching and safety-net hospitals is unknown.

OBJECTIVE: to determine hospital characteristics associated with HACRP penalization and penalization reversal.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cross-sectional study assessed data from 3117 acute care hospitals participating in the HACRP. The HACRP …

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 (

Association Of Diet Quality With Metabolic (Dysfunction) Associated Fatty Liver Disease In Veterans In Primary Care, Natalia I Heredia, Aaron P Thrift, David J Ramsey, Rohit Loomba, Hashem B El-Serag

Journal Articles

BACKGROUND: Diet is associated with metabolic (dysfunction)-associated fatty liver disease (MAFLD), but the dietary composition associated with MAFLD risk has not been well-examined.

AIM: The purpose of this study was to assess the association of two healthy eating indices with the presence and severity of MAFLD in a sample of Veterans in a primary care setting.

METHODS: This was a single center cross-sectional study using a random stratified sample of Veterans enrolled in primary care. Participants underwent a Fibroscan and completed an interviewer-administered Diet History Questionnaire II from which we calculated the Healthy Eating Index-2015 and Alternate Mediterranean Diet Score. …

Risk Factors For Ebola Virus Persistence In Semen Of Survivors In Liberia, Jonathan Dyal, Aaron Kofman, Jomah Z Kollie, John Fankhauser, Romeo Orone, Moses J Soka, Uriah Glaybo, Armah Kiawu, Edna Freeman, Giovanni Giah, Henry D Tony, Mylene Faikai, Mary Jawara, Kuku Kamara, Samuel Kamara, Benjamin Flowers, Mohammed L Kromah, Rodel Desamu-Thorpe, James Graziano, Shelley Brown, Maria E Morales-Betoulle, Deborah L Cannon, Kaihong Su, Susanne L Linderman, Mateusz Plucinski, Eric Rogier, Richard S Bradbury, W Evan Secor, Katherine E Bowden, Christi Phillips, Mary N Carrington, Yeon-Hwa Park, Maureen P Martin, Maria Del Pilar Aguinaga, Robert Mushi, Dana L Haberling, Elizabeth D Ervin, John D Klena, Moses Massaquoi, Tolbert Nyenswah, Stuart T Nichol, David E Chiriboga, Desmond E Williams, Steven H Hinrichs, Rafi Ahmed, Benjamin T Vonhm, Pierre E Rollin, Lawrence J Purpura, Mary J Choi

Journal Articles

BACKGROUND: Long-term persistence of Ebola virus (EBOV) in immunologically privileged sites has been implicated in recent outbreaks of Ebola virus disease (EVD) in Guinea and the Democratic Republic of Congo. This study was designed to understand how the acute course of EVD, convalescence, and host immune and genetic factors may play a role in prolonged viral persistence in semen.

METHODS: A cohort of 131 male EVD survivors in Liberia were enrolled in a case-case study. "Early clearers" were defined as those with 2 consecutive negative EBOV semen test results by real-time reverse-transcription polymerase chain reaction (rRT-PCR) ≥2 weeks apart within …

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 …

A Forehead Wearable Sensor For The Objective Measurement Of Chronic Pain, Marcus Orzabal, Ramo Naidu, Kasra Amirdelfan, Alireza Akhbardeh

Journal Articles

Chronic pain impacts one in five Americans and is difficult to manage, costing ~USD 600 billion annually. The subjective experience of pain is a complex processing of central nervous system input. Recent advances in magnetic resonance imaging revealed the prefrontal cortex as vital to the perception of pain and that changes in the cerebral hemodynamics can be used to detect painful sensations. Current pain monitoring is dependent on the subjective rating provided by patients and is limited to a single time point. We have developed a biomarker for the objective, real-time and continuous chronic pain assessment using proprietary algorithms termed …

Sex-Related Differences In Violence Exposure, Neural Reactivity To Threat, And Mental Health, Heather E Dark, Nathaniel G Harnett, Danielle R Hurst, Muriah D Wheelock, Kimberly H Wood, Adam M Goodman, Sylvie Mrug, Marc N Elliott, Susan Tortolero Emery, Mark A Schuster, David C Knight

Journal Articles

The prefrontal cortex (PFC), hippocampus, and amygdala play an important role in emotional health. However, adverse life events (e.g., violence exposure) affect the function of these brain regions, which may lead to disorders such as depression and anxiety. Depression and anxiety disproportionately affect women compared to men, and this disparity may reflect sex differences in the neural processes that underlie emotion expression and regulation. The present study investigated sex differences in the relationship between violence exposure and the neural processes that underlie emotion regulation. In the present study, 200 participants completed a Pavlovian fear conditioning procedure in which cued and …

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. …

Dockopathies: A Systematic Review Of The Clinical Pathologies Associated With Human Dock Pathogenic Variants, Adrienne Samani, Katherine G English, Michael A Lopez, Camille L Birch, Donna M Brown, Gurpreet Kaur, Elizabeth A Worthey, Matthew S Alexander

Journal Articles

The Dedicator of Cytokinesis (DOCK) family (DOCK1-11) of genes are essential mediators of cellular migration, growth, and fusion in a variety of cell types and tissues. Recent advances in whole-genome sequencing of patients with undiagnosed genetic disorders have identified several rare pathogenic variants in DOCK genes. We conducted a systematic review and performed a patient database and literature search of reported DOCK pathogenic variants that have been identified in association with clinical pathologies such as global developmental delay, immune cell dysfunction, muscle hypotonia, and muscle ataxia among other categories. We then categorized these pathogenic DOCK variants and their associated clinical …

Informed Consent For Placebo-Controlled Trials: Do Ethics And Science Conflict?, Hope A Feldman, James A Feldman, Charles C Miller, Garrett Walsh, Jon E Tyson

Journal Articles

The use of a placebo has been considered the best method for controlling bias in a prospective randomized clinical trial and provides the most rigorous test of treatment efficacy for evaluating a medical therapy. Placebos commonly produce clinically important effects particularly in studies where the primary outcomes are subjective. Yet the potential beneficial or harmful effects of placebos are often not addressed in designing a clinical trial, calculating the sample size, seeking consent, or interpreting clinical trial results. In this manuscript, we use an actual study to indicate three approaches that might be considered in seeking informed consent for placebo-controlled …

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 …

Comparison Of Collaborative Goal Setting With Enhanced Education For Managing Diabetes-Associated Distress And Hemoglobin A1c Levels: A Randomized Clinical Trial, Lechauncy Woodard, Amber B Amspoker, Natalie E Hundt, Howard S Gordon, Brian Hertz, Edward Odom, Anne Utech, Javad Razjouyan, Suja S Rajan, Nipa Kamdar, Jasmin Lindo, Lea Kiefer, Praveen Mehta, Aanand D Naik

Journal Articles

IMPORTANCE: Type 2 diabetes is a prevalent and morbid condition. Poor engagement with self-management can contribute to diabetes-associated distress and hinder diabetes control.

OBJECTIVE: To evaluate the implementation and effectiveness of Empowering Patients in Chronic Care (EPICC), an evidence-based intervention to improve diabetes-associated distress and hemoglobin A1c (HbA1c) levels after the intervention and after 6-month maintenance.

DESIGN, SETTING, AND PARTICIPANTS: This hybrid (implementation-effectiveness) randomized clinical trial was performed in Veterans Affairs clinics across Illinois, Indiana, and Texas from July 1, 2015, to June 30, 2017. Participants included adults with uncontrolled type 2 diabetes (HbA1c level >8.0%) who received primary care …

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 …

Incorporation Of An Interprofessional Palliative Care-Ethics Experience Into A Required Critical Care Acting Internship., G. R. Goldberg, J. Weiner, A. Fornari, R. E. B. Pearlman, G. A. Farina

Journal Articles

Introduction: The literature documents inadequate palliative medicine training in undergraduate and graduate medical education. As the population lives longer, many people will experience multiple chronic illnesses and the associated symptom burden. All physicians involved in clinical care of patients need to be equipped with the knowledge, attitudes, and skills necessary to provide palliative care, yet most physicians do not feel adequately prepared. We designed a curriculum to provide a meaningful palliative care-ethics (PCE) clinical experience to prepare senior medical students for future practice regardless of specialty choice.

Methods: The Zucker School of Medicine at Hofstra/Northwell integrated a PCE experience into …