Pediatrics Commons^™

Social Connectedness And Adolescent Suicide Risk, Alejandra Arango, David Brent, Jacqueline Grupp-Phelan, Bradley J Barney, Anthony Spirito, Megan M Mroczkowski, Rohit Shenoi, Melinda Mahabee-Gittens, T Charles Casper, Cheryl King

Faculty, Staff and Students Publications

Background: Despite evidence of the importance of interpersonal connectedness to our understanding of suicide risk, relatively little research has examined the protective and buffering effects of connectedness among adolescents. The aims of this study were to determine: (a) whether overall connectedness (composite of family, peer, and school) and specific domains of connectedness were related to a lower likelihood of suicide attempts, and (b) whether these factors buffer the prospective risk of suicide attempt for high-risk subgroups (i.e., recent suicidal ideation and/or lifetime history of suicide attempt, peer victimization, or sexual and gender minority status).

Methods: Participants were 2,897 adolescents (64.7% …

End Of Life, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

Catheter-Directed Thrombolysis, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

Periacetabular Osteotomy Eras, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

Anomalous Left Coronary Artery From The Noncoronary Sinus, Wesam Sourour, Jesus C. Jaile, Stefanie Cheang, Jacquelyn D. Brady, Timothy Pettitt

School of Medicine Faculty Publications

No abstract provided.

Trends In Shortages Of Lead Chelators From 2001 To 2022, James D Whitledge, Pelayia Soto, Kieran M Glowacki, Diane P Calello, Erin R Fox, Maryann Mazer-Amirshahi

Faculty, Staff and Student Publications

OBJECTIVE: The study aims to describe drug shortages affecting lead chelators in the United States from 2001 through 2022.

METHODS: Drug shortage data were retrieved from the University of Utah Drug Information Service from January 1, 2001, through December 31, 2022. Shortages of first- and second-line lead chelators were analyzed. Drug class, formulation, administration route, shortage reason, shortage duration, generic status, single-source status, and presence of temporally overlapping shortages were examined. Total shortage months, percentages of study period on shortage, and median shortage durations were calculated.

RESULTS: Thirteen lead chelator shortages were reported during the study period. Median duration was …

Preventative Treatment Of Tuberous Sclerosis Complex With Sirolimus: Phase I Safety And Efficacy Results, Jamie K Capal, David M Ritter, David Neal Franz, Molly Griffith, Kristn Currans, Bridget Kent, E Martina Bebin, Hope Northrup, Mary Kay Koenig, Tomoyuki Mizuno, Alexander A Vinks, Stephanie L Galandi, Wujuan Zhang, Kenneth D R Setchell, Kelly M Kremer, Carlos M Prada, Hansel M Greiner, Katherine Holland-Bouley, Paul S Horn, Darcy A Krueger

Faculty, Staff and Student Publications

Objective: Tuberous sclerosis complex (TSC) results from overactivity of the mechanistic target of rapamycin (mTOR). Sirolimus and everolimus are mTOR inhibitors that treat most facets of TSC but are understudied in infants. We sought to understand the safety and potential efficacy of preventative sirolimus in infants with TSC.

Methods: We conducted a phase 1 clinical trial of sirolimus, treating five patients until 12 months of age. Enrolled infants had to be younger than 6 months of age with no history of seizures and no clinical indication for sirolimus treatment. Adverse events (AEs), tolerability, and blood concentrations of sirolimus measured by …

Pegvaliase For The Treatment Of Phenylketonuria: Final Results Of A Long-Term Phase 3 Clinical Trial Program, Cary O Harding, Nicola Longo, Hope Northrup, Stephanie Sacharow, Rani Singh, Janet A Thomas, Jerry Vockley, Roberto T Zori, Kaleigh Bulloch Whitehall, Joshua Lilienstein, Kristin Lindstrom, Drew G Levy, Shaun Jones, Barbara K Burton

Faculty, Staff and Student Publications

Phenylketonuria (PKU) is a genetic disorder caused by deficiency of the enzyme phenylalanine hydroxylase (PAH), which results in phenylalanine (Phe) accumulation in the blood and brain, and requires lifelong treatment to keep blood Phe in a safe range. Pegvaliase is an enzyme-substitution therapy approved for individuals with PKU and uncontrolled blood Phe concentrations (>600 μmol/L) despite prior management. Aggregated results from the PRISM clinical trials demonstrated substantial and sustained reductions in blood Phe with a manageable safety profile, but also noted individual variation in time to and dose needed for a first response. This analysis reports longer-term aggregate findings …

Insurance Coverage During Transitions: Evidence From Medicaid Automatic Enrollment For Children Receiving Supplemental Security Income, Stephanie Rennane, Danielle Sobol, Bradley D Stein, Andrew Dick

Faculty, Staff and Student Publications

OBJECTIVES: To analyze relationships between Medicaid automatic enrollment for child Supplemental Security Income (SSI) recipients and health insurance coverage during transitions.

DATA SOURCES AND STUDY SETTING: Medical Expenditure Panel Study, 2000-2020 and National Survey for Children with Special Health Care Needs, 2001-2010.

STUDY DESIGN: Leveraging variation in SSI-Medicaid automatic enrollment status across regions and over time, we estimate a regression model to quantify associations between automatic enrollment and insurance coverage. We validate our findings in the NS-CSHCN.

DATA COLLECTION: Our sample includes children receiving SSI for a disability. We also analyze a subsample of children newly enrolled in SSI.

PRINCIPAL …

Common Epilepsy Variants From The General Population Are Not Associated With Epilepsy Among Individuals With Tuberous Sclerosis Complex, Melissa A Richard, Philip J Lupo, Erik A Ehli, Mustafa Sahin, Darcy A Krueger, Joyce Y Wu, Elizabeth M Bebin, Kit Sing Au, Hope Northrup, Laura S Farach

Faculty, Staff and Student Publications

Common genetic variants identified in the general population have been found to increase phenotypic risks among individuals with certain genetic conditions. Up to 90% of individuals with tuberous sclerosis complex (TSC) are affected by some type of epilepsy, yet the common variants contributing to epilepsy risk in the general population have not been evaluated in the context of TSC-associated epilepsy. Such knowledge is important to help uncover the underlying pathogenesis of epilepsy in TSC which is not fully understood, and critical as uncontrolled epilepsy is a major problem in this population. To evaluate common genetic modifiers of epilepsy, our study …

Low-Dose Immune Tolerance Induction For Severe Hemophilia A Inhibitor Patients: Immunosuppressants Are Generally Not Necessary For Inhibitor-Titer Below 200 Bu/Ml, Zhengping Li, Jie Sun, Zekun Li, Zhenping Chen, Guoqing Liu, Wanru Yao, Xiaoling Cheng, Gang Li, Yingzi Zhen, Di Ai, Yaohan Zhou, Qianqian Mao, Man-Chiu Poon, Runhui Wu

Faculty, Staff and Student Publications

Importance

It remained unclear that the efficacy comparison between low‐dose immune tolerance induction (LD‐ITI) incorporating immunosuppressants (IS) when severe hemophilia A (SHA) patients had inhibitor‐titer ≥200 Bethesda Units (BU)/mL (LD‐ITI‐IS200 regimen) and LD‐ITI combining with IS when SHA patients had inhibitor‐titer ≥40 BU/mL (LD‐ITI‐IS40 regimen).

Objective

To compare the efficacy of the LD‐ITI‐IS200 regimen with that of the LD‐ITI‐IS40 regimen for SHA patients with high‐titer inhibitors.

Methods

A prospective cohort study on patients receiving LD‐ITI‐IS200 compared to those receiving LD‐ITI‐IS40 from January 2021 to December 2023. Both received LD‐ITI [FVIII 50 IU/kg every other day]. IS (rituximab + prednisone) was …

Covid-19 Vaccine Confidence, Concerns, And Uptake In Children Aged 5 And Older In Calgary, Alberta: A Longitudinal Cohort Study, Emily J Doucette, Leah Ricketson, Tarannum Tarannum, Isabella Alatorre, Joslyn Gray, Cora Constantinescu, Susan Kuhn, Jessica K E Dunn, James D Kellner

Faculty, Staff and Student Publications

OBJECTIVES: Beginning early in the pandemic, there was a worldwide effort to develop effective vaccines against the SARS-CoV-2 virus. Before and after the approval and implementation of vaccines, there were concerns about their need as well as their safety and rapid development. We explored child demographic characteristics and parental concerns to identify factors associated with the decision to vaccinate.

METHODS: A cohort of 1035 children from Calgary was assembled in 2020 to participate in 5 visits every 6 months for survey completion and blood sampling for SARS-CoV-2 antibodies. Visits 1 to 2 occurred before approval of vaccines for children; Visits …

Intussusception, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

Pharmacokinetic Analysis Of A Phenobarbital Overdose Treated With Urinary Alkalinization Alone, Justin Seltzer, Jeremy Hardin, Henrik Galust, Nathan Friedman, Bryan Corbett, Richard F Clark

Faculty, Staff and Student Publications

Phenobarbital is a long-acting barbiturate used to treat alcohol withdrawal and epilepsy. Acute overdoses present with varying levels of central nervous system depression and large overdoses can be life threatening. Phenobarbital is an attractive candidate for enhanced elimination using urinary alkalinization given it is a weak acid with a long half-life and extensive urinary elimination. Limited human data exist regarding use of urine alkalinization for the treatment of phenobarbital overdose. We present a fourteen-year-old female who was treated with urinary alkalinization alone following an intentional ingestion of 3800 mg (84.4 mg/kg) of phenobarbital tablets. Urine drugs of abuse screening was …

Preparing Patients For Oral Immunotherapy (Ppoint): International Delphi Consensus For Procedural Preparation And Consent, Douglas P Mack, Timothy E Dribin, Paul J Turner, Richard L Wasserman, Mariam A Hanna, Marcus Shaker, Mimi L K Tang, Pablo Rodríguez Del Río, Brad Sobolewski, Elissa M Abrams, Aikaterini Anagnostou, Stefania Arasi, Sakina Bajowala, Philippe Bégin, Scott B Cameron, Edmond S Chan, Sharon Chinthrajah, Andrew T Clark, Paul Detjen, George Du Toit, Motohiro Ebisawa, Arnon Elizur, Jeffrey M Factor, Justin Greiwe, Jonathan O'B Hourihane, Sarah W Hughes, Douglas H Jones, Antonella Muraro, Anna Nowak-Wegrzyn, Nandinee B Patel, Amy M Scurlock, Atul N Shah, Sayantani B Sindher, Stephen Tilles, Brian P Vickery, Julie Wang, Hugh H Windom, Matthew Greenhawt

Faculty, Staff and Students Publications

BACKGROUND: Despite the promise of oral immunotherapy (OIT) to treat food allergies, this procedure is associated with potential risk. There is no current agreement about what elements should be included in the preparatory or consent process.

OBJECTIVE: We developed consensus recommendations about the OIT process considerations and patient-specific factors that should be addressed before initiating OIT and developed a consensus OIT consent process and information form.

METHODS: We convened a 36-member Preparing Patients for Oral Immunotherapy (PPOINT) panel of allergy experts to develop a consensus OIT patient preparation, informed consent process, and framework form. Consensus for themes and statements was …

Adaptive, Behavioral, And Emotional Outcomes Following Postoperative Pediatric Cerebellar Mutism Syndrome In Survivors Treated For Medulloblastoma, Kimberly P Raghubar, Andrew M Heitzer, Fatema Malbari, Jason Gill, Roy V Sillitoe, Livia Merrill, Johanna Escalante, M Fatih Okcu, Guillermo Aldave, Avner Meoded, Stephen Kralik, Kimberly Davis, Marina Ma, Emily A H Warren, Mark D Mccurdy, Howard L Weiner, William Whitehead, Michael E Scheurer, Lisa Rodriguez, Amy Daigle, Murali Chintagumpala, Lisa S Kahalley

Faculty, Staff and Students Publications

OBJECTIVE: Patients who experience postoperative pediatric cerebellar mutism syndrome (CMS) during treatment for medulloblastoma have long-term deficits in neurocognitive functioning; however, the consequences on functional or adaptive outcomes are unknown. The purpose of the present study was to compare adaptive, behavioral, and emotional functioning between survivors with and those without a history of CMS.

METHODS: The authors examined outcomes in 45 survivors (15 with CMS and 30 without CMS). Comprehensive neuropsychological evaluations, which included parent-report measures of adaptive, behavioral, and emotional functioning, were completed at a median of 2.90 years following craniospinal irradiation.

RESULTS: Adaptive functioning was significantly worse in …

Influence Of Eat, Sleep, And Console On Infants Pharmacologically Treated For Opioid Withdrawal: A Post Hoc Subgroup Analysis Of The Esc-Now Randomized Clinical Trial., Lori A. Devlin, Zhuopei Hu, Stephanie L. Merhar, Songthip T. Ounpraseuth, Alan E. Simon, Jeannette Y. Lee, Abhik Das, Margaret M. Crawford, Rachel G. Greenberg, P Brian Smith, Rosemary D. Higgins, Michele C. Walsh, Ward Rice, David A. Paul, Jessie R. Maxwell, Camille M. Fung, Tanner Wright, Julie Ross, Jennifer M. Mcallister, Moira Crowley, Sophie K. Shaikh, Lori Christ, Jaime Brown, Julie Riccio, Kara Wong Ramsey, Erica F. Braswell, Lauren Tucker, Karen Mcalmon, Krishna Dummula, Julie Weiner, Jessica R. White, Sarah Newman, Jessica N. Snowden, Leslie W. Young, Eunice Kennedy Shriver Nichd Neonatal Research Network And Nih Environmental Influences On Child Health Outcomes (Echo) Program Institutional Development Award States Pediatric Clinical Trials Network

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: The function-based eat, sleep, console (ESC) care approach substantially reduces the proportion of infants who receive pharmacologic treatment for neonatal opioid withdrawal syndrome (NOWS). This reduction has led to concerns for increased postnatal opioid exposure in infants who receive pharmacologic treatment. However, the effect of the ESC care approach on hospital outcomes for infants pharmacologically treated for NOWS is currently unknown.

OBJECTIVE: To evaluate differences in opioid exposure and total length of hospital stay (LOS) for pharmacologically treated infants managed with the ESC care approach vs usual care with the Finnegan tool.

DESIGN, SETTING, AND PARTICIPANTS: This post hoc …

Consistency Of Metabolite Associations With Measured Glomerular Filtration Rate In Children And Adults., Taibo Li, Morgan E. Grams, Lesley A. Inker, Jingsha Chen, Eugene P. Rhee, Bradley A. Warady, Andrew S. Levey, Michelle R. Denburg, Susan L. Furth, Vasan S. Ramachandran, Paul L. Kimmel, Josef Coresh

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: There is interest in identifying novel filtration markers that lead to more accurate GFR estimates than current markers (creatinine and cystatin C) and are more consistent across demographic groups. We hypothesize that large-scale metabolomics can identify serum metabolites that are strongly influenced by glomerular filtration rate (GFR) and are more consistent across demographic variables than creatinine, which would be promising filtration markers for future investigation.

METHODS: We evaluated the consistency of associations between measured GFR (mGFR) and 887 common, known metabolites quantified by an untargeted chromatography- and spectroscopy-based metabolomics platform (Metabolon) performed on frozen blood samples from 580 participants …

Safety And Prescribing Recommendations For Verapamil In Newly Diagnosed Pediatric Type 1 Diabetes (T1d): The Clver Experience., Laya Ekhlaspour, Bruce Buckingham, Colleen Bauza, Mark A. Clements, Gregory P. Forlenza, Anna Neyman, Lisa Norlander, Marcus Schamberger, Jennifer L. Sherr, Ryan Bailey, Roy W. Beck, Craig Kollman, Shannon Beasley, Erin Cobry, Linda A. Dimeglio, Emily Paprocki, Michelle Van Name, Antoinette Moran, Clver Study Group

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: To report the safety and side effects associated with taking verapamil for beta-cell preservation in children with newly-diagnosed T1D.

RESEARCH DESIGN AND METHODS: Eighty-eight participants aged 8.5 to 17.9 years weighing ≥ 30 kg were randomly assigned to verapamil (N = 47) or placebo (N = 41) within 31 days of T1D diagnosis and followed for 12 months from diagnosis, main CLVer study. Drug dosing was weight-based with incremental increases to full dosage. Side effect monitoring included serial measurements of pulse, blood pressure, liver enzymes, and electrocardiograms (ECGs). At study end, participants were enrolled in an observational extension study …

Continuous Renal Replacement Therapy: Current State And Future Directions For Worldwide Practice, Katja M Gist, Dana Y Fuhrman, Akash Deep, Taiki Haga, Demet Demirkol, Michael J Bell, Ayse Akcan-Arikan

Faculty, Staff and Students Publications

No abstract provided.

Predicting Mortality Within 1 Year Of Art Initiation In Children And Adolescents Living With Hiv In Sub-Saharan Africa: A Retrospective Observational Cohort Study, Alexander Kay, Bhekumusa Lukhele, Sandile Dlamini, Abigail Seeger, Phumzile Dlamini, Sandile Ndabezitha, Nobuhle Mthethwa, Teresa Steffy, Lilian Komba, Pauline Amuge, Eunice Ketangenyi, Peter Elyanu, Adamson Munthali, Amos Msekandiana, Yvonne Maldonado, Elizabeth Chiao, Adeodata Kekitiinwa, Lineo Thahane, Lumumba Mwita, H Lester Kirchner, Anna Maria Mandalakas

Faculty, Staff and Students Publications

BACKGROUND: Differentiated service delivery (DSD) for children and adolescents living with HIV can improve targeted resource use. We derived a mortality prediction score to guide clinical decision making for children and adolescents living with HIV.

METHODS: Data for this retrospective observational cohort study were evaluated for all children and adolescents living with HIV and initiating antiretroviral therapy (ART); aged 0-19 years; and enrolled at Baylor clinics in Eswatini, Malawi, Lesotho, Tanzania, and Uganda between 2005 and 2020. Data for clinical prediction, including anthropometric values, physical examination, ART, WHO stage, and laboratory tests were captured at ART initiation. Backward stepwise variable …

Atp1a3 Disease Spectrum Includes Paroxysmal Weakness And Encephalopathy Not Triggered By Fever, Chetan Immanneni, Daniel Calame, Song Jiao, Lisa T Emrick, Miguel Holmgren, Sho T Yano

Faculty, Staff and Students Publications

BACKGROUND AND OBJECTIVES: Heterozygous pathogenic variants in ATP1A3, which encodes the catalytic alpha subunit of neuronal Na+/K+-ATPase, cause primarily neurologic disorders with widely variable features that can include episodic movement deficits. One distinctive presentation of ATP1A3-related disease is recurrent fever-triggered encephalopathy. This can occur with generalized weakness and/or ataxia and is described in the literature as relapsing encephalopathy with cerebellar ataxia. This syndrome displays genotype-phenotype correlation with variants at p.R756 causing temperature sensitivity of ATP1A3. We report clinical and in vitro functional evidence for a similar phenotype not triggered by fever but associated with protein loss-of-function.

METHODS: We …

Egg-Induced Adult Food Protein-Induced Enterocolitis Syndrome: Clinical Phenotypes, Natural History And Immunological Characteristics, Purificación Gonzalez-Delgado, Sara Anvari, Jordi Barrachina, Ana L Jimenez Portillo, Teodorikez Jimenez, Francisco M Marco De La Calle, Javier Fernandez

Faculty, Staff and Students Publications

No abstract provided.

Insights From Targeted Fecal Metabolomic Analysis Reveal Altered Metabolic Pathways In Treatment-Naive Pediatric Subjects With Crohn's Disease, Nadia Ashrafi, Ali Yilmaz, Nicolette Monacelli, Rose E. Callahan, Ilyas Ustun, Nathan M. Novotny, J W. Rattray, Kypros Nicolaides, Stewart Graham

Conference Presentation Abstracts

Crohn’s disease (CD) is a heterogeneous and multifactorial inflammatory bowel disease with a significant global health impact. Genetic and lifestyle factors contribute to its etiology, emphasizing dysregulation of intestinal and dietary habits. Our study aimed to identify fecal metabolites from treatment-naïve, pediatric sufferers of CD, which allowed us to investigate the underlying biochemical perturbations associated with the disease, highlighting potential, translational targets. Using a Waters Acquity UPLC coupled with a Xevo-TQ-S mass spectrometer, we quantified >500 metabolites in fecal samples (n=72) of pediatric CD sufferers. We developed diagnostic tests capable of accurately discriminating between children with CD and healthy individuals …

2024 Program (Pdf), Department Of Pediatrics

Department of Pediatrics Research Day

Program with abstracts for the Pediatrics Research Day held May 31, 2024.

The Kat Module Of The Saga Complex Maintains The Oncogenic Gene Expression Program In Mycn- Amplified Neuroblastoma, Clare F Malone, Nathaniel W Mabe, Alexandra B Forman, Gabriela Alexe, Kathleen L Engel, Ying-Jiun C Chen, Melinda Soeung, Silvi Salhotra, Allen Basanthakumar, Bin Liu, Sharon Y R Dent, Kimberly Stegmaier

Faculty, Staff and Student Publications

Pediatric cancers are frequently driven by genomic alterations that result in aberrant transcription factor activity. Here, we used functional genomic screens to identify multiple genes within the transcriptional coactivator Spt-Ada-Gcn5-acetyltransferase (SAGA) complex as selective dependencies for MYCN-amplified neuroblastoma, a disease of dysregulated development driven by an aberrant oncogenic transcriptional program. We characterized the DNA recruitment sites of the SAGA complex in neuroblastoma and the consequences of loss of SAGA complex lysine acetyltransferase (KAT) activity on histone acetylation and gene expression. We demonstrate that loss of SAGA complex KAT activity is associated with reduced MYCN binding on chromatin, suppression of …

Hyperoxia-Induced Mir-195 Causes Bronchopulmonary Dysplasia In Neonatal Mice, Patrick Philpot, Fred Graumuller, Nicole Melchiorre, Varsha Prahaladan, Xander Takada, Srinarmadha Chandran, Melissa Guillermo, David Dickler, Zubair H Aghai, Pragnya Das, Vineet Bhandari

Department of Pediatrics Faculty Papers

Background: Exposure to hyperoxia is an important factor in the development of bronchopulmonary dysplasia (BPD) in preterm newborns. MicroRNAs (miRs) have been implicated in the pathogenesis of BPD and provide a potential therapeutic target. Methods: This study was conducted utilizing a postnatal animal model of experimental hyperoxia-induced murine BPD to investigate the expression and function of miR-195 as well as its molecular signaling targets within developing mouse lung tissue. Results: miR-195 expression levels increased in response to hyperoxia in male and female lungs, with the most significant elevation occurring in 40% O₂ (mild) and 60% O₂ (moderate) BPD. …

Catheter-Based Fetal Cardiac Interventions, Betul Yilmaz Furtun, Shaine Alaine Morris

Faculty, Staff and Students Publications

Fetal cardiac intervention (FCI) is an emerging and rapidly advancing group of interventions designed to improve outcomes for fetuses with cardiovascular disease. Currently, FCI is comprised of pharmacologic therapies (e.g., trans-placental antiarrhythmics for fetal arrhythmia), open surgical procedures (e.g., surgical resection of pericardial teratoma), and catheter-based procedures (e.g., fetal aortic valvuloplasty for aortic stenosis). This review focuses on the rationale, criteria for inclusion, technical details, and current outcomes of the three most frequently performed catheter-based FCI procedures: (1) aortic valvuloplasty for critical aortic stenosis (AS) associated with evolving hypoplastic left heart syndrome (HLHS), (2) atrial septal intervention for HLHS with …

Utilization Of Indocyanine Green (Icg) Fluorescence In Patients With Pediatric Colorectal Diseases: The Current Applications And Reported Outcomes., Elizaveta Bokova, Ismael Elhalaby, Seth Saylors, Irene Isabel P. Lim, Rebecca M. Rentea

Manuscripts, Articles, Book Chapters and Other Papers

In pediatric colorectal surgery, achieving and visualizing adequate perfusion during complex reconstructive procedures are paramount to ensure postoperative success. However, intraoperative identification of proper perfusion remains a challeng. This review synthesizes findings from the literature spanning from January 2010 to March 2024, sourced from Medline/PubMed, EMBASE, and other databases, to evaluate the role of indocyanine green (ICG) fluorescence imaging in enhancing surgical outcomes. Specifically, it explores the use of ICG in surgeries related to Hirschsprung disease, anorectal malformations, cloacal reconstructions, vaginal agenesis, bladder augmentation, and the construction of antegrade continence channels. Preliminary evidence suggests that ICG fluorescence significantly aids in …

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

Faculty, Staff and Student Publications

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 …