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 …

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 …

Prenatal Education For Black Mothers And Their Support Persons As An Intervention For Improving Initiation Of Breastfeeding, Sandra King

Doctor of Nursing Practice Projects

Background: The benefits of breastfeeding are commonly known; however, the rates of exclusive breastfeeding among the Black community are less than those of other ethnic groups. Providing breastmilk or formula to an infant is an individual decision. Influential factors such as cultural background, employment status, socioeconomic status, level of education, and availability of support from family members and health care providers correlate with the method a mother chooses to feed her infant. Increasing breastfeeding initiation immediately after birth is a necessary precedent for uptake in the exclusivity of breastfeeding.

Purpose: This Doctor of Nursing Practice project aims to improve prenatal …

Addressing Access And Installation Of Appropriate Child Safety Seats Within Fairfield County, Alexandra Sarkis

Family Medicine Clerkship Student Projects

Motor vehicle crashes account for a vast majority of all fatal injuries in children and adolescents. Child safety seats have been shown to reduce mortality from motor vehicle crashes greatly; however, several studies have demonstrated that as many as 9 out of 10 car seats are installed incorrectly. Given the evident reduction in mortality when using a child safety restraint appropriately, the goal of this project was to educate the community about proper car seat installation techniques and to provide additional resources for families interested in obtaining a car seat safety check within the county. An additional goal was to …

Infant Massage And Bonding, Aly Blumenberg, Samantha Davis, Ali Graham, Rachel Medina, Emily Rayder

Master of Occupational Therapy Student Critically Appraised Topics

This project aims to appraise evidence of the effectiveness of infant massage for increasing social-emotional bonding. In our research, we focused on two studies considered Level I evidence and three studies considered Level II evidence. Study designs include quasi-experimental and randomized controlled trials. Strong evidence supports that infant massage increases social-emotional bonding and attachment. Based on the evidence, implementation varied from once per day for 10 minutes to 2-3 times per day for 15 minutes. It is recommended to use infant massage in an acute care setting and in the home to increase social-emotional bonding and attachment.

Task Force 2: Pediatric Cardiology Fellowship Training In Noninvasive Cardiac Imaging. Spctpd/Acc/Aap/Aha., Shubhika Srivastava, Beth F Printz, Tal Geva, Girish S. Shirali, Paul M Weinberg, Pierre C Wong, Peter Lang, Society Of Pediatric Cardiology Training Program Directors, American College Of Cardiology, American Academy Of Pediatrics, American Heart Association

Manuscripts, Articles, Book Chapters and Other Papers

No abstract provided.

Delivering Genetic Education And Genetic Counseling For Rare Diseases In Rural Brazil, A.X. Acosta, K Abe-Sandes, R Giugliani, Alan H. Bittles

Research outputs 2013

Brazil is the largest country in Latin America, with an ethnically diverse, Portuguese-speaking and predominantly Roman Catholic population of some 194 million. Universal health care is provided under the Federal Unified Health System (Sistema Único de Saúde) but, as in many other middle and low income countries, access to medical genetics services is limited in rural and remote regions of the country. Since there is no formally recognized Genetic Counseling profession, genetic counseling is provided by physicians, trained either in medical genetics or a related clinical discipline. A comprehensive medical genetics program has been established in Monte Santo, an inland …

Obesity In Childhood, Maxine M. Bennett

MD Theses

No abstract provided.

Hypertension In Children, Jean J. Clark

MD Theses

No abstract provided.

Hysteria Of Infancy And Childhood, Kathryn K. Hill

MD Theses

No abstract provided.

Investigation Of A Vitamin A Deficiency In A Local Children's Home, Wendell J. Newcomb

MD Theses

No abstract provided.

Appendicitis In Children, John E. Patton

MD Theses

No abstract provided.

Nephritis In Children, Henry D. Fuesner

MD Theses

No abstract provided.