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Disparities In Computed Tomography Utilization For Pediatric Blunt Trauma: A Systematic Review And Meta-Analysis Comparing Pediatric And Non-Pediatric Trauma Centers, Amir Hassankhani, Parya Valizadeh, Melika Amoukhteh, Payam Jannatdoust, Nikoo Saeedi, Paniz Sabeghi, Delaram J Ghadimi, Jennifer H Johnston, Ali Gholamrezanezhad Dec 2023

Disparities In Computed Tomography Utilization For Pediatric Blunt Trauma: A Systematic Review And Meta-Analysis Comparing Pediatric And Non-Pediatric Trauma Centers, Amir Hassankhani, Parya Valizadeh, Melika Amoukhteh, Payam Jannatdoust, Nikoo Saeedi, Paniz Sabeghi, Delaram J Ghadimi, Jennifer H Johnston, Ali Gholamrezanezhad

Journal Articles

Pediatric blunt trauma is a major cause of morbidity and mortality, and computed tomography (CT) imaging is vital for accurate evaluation and management. Pediatric trauma centers (PTCs) have selective CT practices, while non-PTCs may differ, resulting in potential variations in CT utilization. The objective of this study is to delineate disparities in CT utilization for pediatric blunt trauma patients between PTCs and non-PTCs. A systematic review and meta-analysis were conducted following established guidelines, searching PubMed, Scopus, and Web of Science up to March 3, 2023. All studies examining CT utilization in the management of pediatric (aged < 21 years) blunt trauma and specifying the type of trauma center(s) were included, and data were extracted and analyzed using STATA software version 17.0. An analysis of 30 studies revealed significant variations in CT scan utilization among pediatric blunt trauma patients across different types of trauma centers. PTCs exhibited lower pooled rates of abdominopelvic CT scans (35.4% vs. 44.9%, p < 0.01), cranial CT scans (36.9% vs. 42.9%, p < 0.01), chest CT scans (14.5% vs. 25.4%, p < 0.01), and cervical spine CT scans (23% vs. 45%, p < 0.01) compared to adult or mixed trauma centers (ATCs/MTCs). PTCs had a pooled rate of 54% for receiving at least one CT scan, while ATCs/MTCs had a higher rate of 69.3% (p < 0.05). The studies demonstrated considerable heterogeneity. These findings underscore the need to conduct further research to understand the reasons for the observed variations and to promote appropriate imaging usage, minimize radiation exposure, and encourage collaboration between pediatric and adult trauma centers.


The Modified Clinical Progression Scale For Pediatric Patients: Evaluation As A Severity Metric And Outcome Measure In Severe Acute Viral Respiratory Illness., Shannon B. Leland, Steven J. Staffa, Margaret M. Newhams, Robinder G. Khemani, John C. Marshall, Cameron C. Young, Aline B. Maddux, Mark W. Hall, Scott L. Weiss, Adam J. Schwarz, Bria M. Coates, Ronald C. Sanders, Michele Kong, Neal J. Thomas, Ryan A. Nofziger, Melissa L. Cullimore, Natasha B. Halasa, Laura L. Loftis, Natalie Z. Cvijanovich, Jennifer E. Schuster, Heidi Flori, Shira J. Gertz, Janet R. Hume, Samantha M. Olson, Manish M. Patel, David Zurakowski, Adrienne G. Randolph, Pediatric Acute Lung And Sepsis Investigator’S Network Pediatric Intensive Care Influenza Study Group (Palisi Picflu) Investigators And Overcoming Covid-19 Investigators Dec 2023

The Modified Clinical Progression Scale For Pediatric Patients: Evaluation As A Severity Metric And Outcome Measure In Severe Acute Viral Respiratory Illness., Shannon B. Leland, Steven J. Staffa, Margaret M. Newhams, Robinder G. Khemani, John C. Marshall, Cameron C. Young, Aline B. Maddux, Mark W. Hall, Scott L. Weiss, Adam J. Schwarz, Bria M. Coates, Ronald C. Sanders, Michele Kong, Neal J. Thomas, Ryan A. Nofziger, Melissa L. Cullimore, Natasha B. Halasa, Laura L. Loftis, Natalie Z. Cvijanovich, Jennifer E. Schuster, Heidi Flori, Shira J. Gertz, Janet R. Hume, Samantha M. Olson, Manish M. Patel, David Zurakowski, Adrienne G. Randolph, Pediatric Acute Lung And Sepsis Investigator’S Network Pediatric Intensive Care Influenza Study Group (Palisi Picflu) Investigators And Overcoming Covid-19 Investigators

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: To develop, evaluate, and explore the use of a pediatric ordinal score as a potential clinical trial outcome metric in children hospitalized with acute hypoxic respiratory failure caused by viral respiratory infections.

DESIGN: We modified the World Health Organization Clinical Progression Scale for pediatric patients (CPS-Ped) and assigned CPS-Ped at admission, days 2-4, 7, and 14. We identified predictors of clinical improvement (day 14 CPS-Ped ≤ 2 or a three-point decrease) using competing risks regression and compared clinical improvement to hospital length of stay (LOS) and ventilator-free days. We estimated sample sizes (80% power) to detect a 15% clinical …


Leukocyte Cell-Derived Chemotaxin 2 Correlates With Pediatric Non-Alcoholic Fatty Liver Disease., Diego Paine-Cabrera, Lisa Harvey, Dakota R. Robarts, Michele T. Pritchard, John Thyfault, Steven A. Weinman, Udayan Apte, Voytek Slowik Dec 2023

Leukocyte Cell-Derived Chemotaxin 2 Correlates With Pediatric Non-Alcoholic Fatty Liver Disease., Diego Paine-Cabrera, Lisa Harvey, Dakota R. Robarts, Michele T. Pritchard, John Thyfault, Steven A. Weinman, Udayan Apte, Voytek Slowik

Manuscripts, Articles, Book Chapters and Other Papers

Non-alcoholic fatty liver disease (NAFLD), newly renamed metabolic dysfunction-associated liver disease (MASLD), is a leading cause of liver disease in children and adults. There is a paucity of data surrounding potential biomarkers and therapeutic targets, especially in pediatric NAFLD. Leukocyte cell-derived chemotaxin 2 (LECT2) is a chemokine associated with both liver disease and skeletal muscle insulin resistance. Our aim was to determine associations between LECT2 and common clinical findings of NAFLD in pediatric patients. Enzyme-linked immunosorbent assay (ELISA) was used to measure serum LECT2 concentrations in children (aged 2-17 years) with and without NAFLD. LECT2 concentrations were then correlated to …


Mediation Of The Association Between Social Environmental Characteristics Of Family Childcare Home And Weight Status In Children By Diet Quality., Qianxia Jiang, Patricia Markham Risica, Alison Tovar, Kristen Cooksey Stowers, Marlene B. Schwartz, Caitlin Lombardi, Kim M. Gans Nov 2023

Mediation Of The Association Between Social Environmental Characteristics Of Family Childcare Home And Weight Status In Children By Diet Quality., Qianxia Jiang, Patricia Markham Risica, Alison Tovar, Kristen Cooksey Stowers, Marlene B. Schwartz, Caitlin Lombardi, Kim M. Gans

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: The food and beverages served in family childcare homes (FCCHs) may play an important role in the development of childhood overweight and obesity. This analysis examines whether children's diet quality mediates the relationship between foods and beverages served in FCCHs and preschool-aged children's weight status.

METHODS: Trained and certified staff conducted observations for two days in each FCCH, using the Environment and Policy Assessment and Observation (EPAO) measure to determine the foods and beverages served to children (N = 370) in FCCHs (N = 120). They also used the Dietary Observation in Child Care (DOCC) protocol to assess children's …


Clinical Characteristics And Treatment Outcome Of Paediatric Non-Hodgkin's Lymphoma At A Tertiary Care Hospital In Pakistan, Juverya Naqvi, Mir Ibrahim Sajid, Saiqa Khan, Zaib Un Nisa Kamran, Zehra Fadoo Oct 2023

Clinical Characteristics And Treatment Outcome Of Paediatric Non-Hodgkin's Lymphoma At A Tertiary Care Hospital In Pakistan, Juverya Naqvi, Mir Ibrahim Sajid, Saiqa Khan, Zaib Un Nisa Kamran, Zehra Fadoo

Medical College Documents

Objectives: To highlight the clinical characteristics of paediatric patients presenting with non-Hodgkin's lymphoma, treatment toxicities, and outcome.
Methods: The retrospective study was conducted at the Aga Khan University Hospital, Karachi, and comprised data of all paediatric patients aged 0-18 years diagnosed with non-Hodgkin's lymphoma from 2010 to 2020. Demographic characteristics, presentation, treatment provided, complications, if any, and treatment outcome were recorded. Data was analysed using SPSS 21.
Results: Of the 92 patients, 69(75.0%) were males. The overall mean age was 14.35±5.80 years. The most common presenting complaint was pyrexia 42(45.7%), the most common diagnosis was Burkitt lymphoma 40(43.5%), the most …


Partnering With Patients And Families To Improve Diagnostic Safety Through The Ourdx Tool: Effects Of Race, Ethnicity, And Language Preference, Fabienne C Bourgeois, Nicholas J Hart, Zhiyong Dong, Long H Ngo, Catherine M Desroches, Eric J Thomas, Sigall K Bell Oct 2023

Partnering With Patients And Families To Improve Diagnostic Safety Through The Ourdx Tool: Effects Of Race, Ethnicity, And Language Preference, Fabienne C Bourgeois, Nicholas J Hart, Zhiyong Dong, Long H Ngo, Catherine M Desroches, Eric J Thomas, Sigall K Bell

Journal Articles

BACKGROUND: Patients and families at risk for health disparities may also be at higher risk for diagnostic errors but less likely to report them.

OBJECTIVES: This study aimed to explore differences in race, ethnicity, and language preference associated with patient and family contributions and concerns using an electronic previsit tool designed to engage patients and families in the diagnostic process (DxP).

METHODS: Cross-sectional study of 5,731 patients and families presenting to three subspecialty clinics at an urban pediatric hospital May to December 2021 who completed a previsit tool, codeveloped and tested with patients and families. Prior to each visit, patients/families …


Equity And Inclusion In Pediatric Gastroenterology Telehealth: A Study Of Demographic, Socioeconomic, And Digital Disparities., Edward B. Mougey, Wesley C. Judy, Rajitha D. Venkatesh, Elizabeth Berg, Jennifer A. Lee, John Rosen, B U K Li, Alex Koster, Kristin Maiden, Zhongcui Gao, James P. Franciosi Sep 2023

Equity And Inclusion In Pediatric Gastroenterology Telehealth: A Study Of Demographic, Socioeconomic, And Digital Disparities., Edward B. Mougey, Wesley C. Judy, Rajitha D. Venkatesh, Elizabeth Berg, Jennifer A. Lee, John Rosen, B U K Li, Alex Koster, Kristin Maiden, Zhongcui Gao, James P. Franciosi

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVES: The purpose of our study is to compare in-person and telehealth pediatric care ambulatory visits for gastroenterology (GI) at the Nemours Children's Health System in the Delaware Valley (NCH-DV) based on geospatial, demographic, socioeconomic, and digital disparities.

METHODS: Characteristics of 26,565 patient encounters from January 2019 to December 2020 were analyzed. U.S. Census Bureau geographic identifiers were assigned to each participant and aligned with the American Community Survey (2015-2019) socioeconomic and digital outcomes. Reported odds ratios (OR) are telehealth encounter/in-person encounter.

RESULTS: GI telehealth usage increased 145-fold in 2020 compared to 2019 for NCH-DV. Comparing telehealth to in-person usage …


Associations Of Biomarkers Of Kidney Tubule Health, Injury, And Inflammation With Left Ventricular Hypertrophy In Children With Ckd., Kuan Jiang, Jason H. Greenberg, Alison Abraham, Yunwen Xu, Jeffrey R. Schelling, Harold I. Feldman, Sarah J. Schrauben, Sushrut S. Waikar, Michael G. Shlipak, Nicholas Wettersten, Steven G. Coca, Ramachandran S. Vasan, Orlando M. Gutierrez, Joachim H. Ix, Bradley A. Warady, Paul L. Kimmel, Joseph V. Bonventre, Chirag R. Parikh, Mark M. Mitsnefes, Michelle R. Denburg, Susan Furth, Ckd Biomarkers Consortium Aug 2023

Associations Of Biomarkers Of Kidney Tubule Health, Injury, And Inflammation With Left Ventricular Hypertrophy In Children With Ckd., Kuan Jiang, Jason H. Greenberg, Alison Abraham, Yunwen Xu, Jeffrey R. Schelling, Harold I. Feldman, Sarah J. Schrauben, Sushrut S. Waikar, Michael G. Shlipak, Nicholas Wettersten, Steven G. Coca, Ramachandran S. Vasan, Orlando M. Gutierrez, Joachim H. Ix, Bradley A. Warady, Paul L. Kimmel, Joseph V. Bonventre, Chirag R. Parikh, Mark M. Mitsnefes, Michelle R. Denburg, Susan Furth, Ckd Biomarkers Consortium

Manuscripts, Articles, Book Chapters and Other Papers

KEY POINTS:

  • Higher plasma and urine kidney injury molecule-1, urine monocyte chemoattractant protein-1, and lower urine alpha-1-microglobulin were associated with left ventricular hypertrophy, even after adjustment for confounders.
  • Biomarkers of tubular injury, dysfunction, and inflammation may indicate the severity of kidney pathology and are associated with left ventricular hypertrophy.

BACKGROUND: Left ventricular hypertrophy (LVH) is common in children with CKD and is associated with an increased risk of cardiovascular disease and mortality. We have shown that several plasma and urine biomarkers are associated with increased risk of CKD progression. As CKD is associated with LVH, we sought to investigate the …


Conditional Metastasis Of Uveal Melanoma In 8091 Patients Over Half-Century (51 Years) By Age Group: Assessing The Entire Population And The Extremes Of Age, Carol L. Shields, Annika Samuelson, Glenn Oh, Joseph D. Desimone, Zaynab Sajjadi, Zeynep Bas, Nicholas E Kalafatis, Sara E. Lally, Jerry A. Shields, Philip W. Dockery Jul 2023

Conditional Metastasis Of Uveal Melanoma In 8091 Patients Over Half-Century (51 Years) By Age Group: Assessing The Entire Population And The Extremes Of Age, Carol L. Shields, Annika Samuelson, Glenn Oh, Joseph D. Desimone, Zaynab Sajjadi, Zeynep Bas, Nicholas E Kalafatis, Sara E. Lally, Jerry A. Shields, Philip W. Dockery

Wills Eye Hospital Papers

PURPOSE: To evaluate cumulative incidence of metastasis at specific timepoints after treatment of uveal melanoma in a large cohort of patients and to provide comparison of conditional outcomes in the youngest and oldest cohorts (extremes of age).

METHODS: Retrospective analysis of 8091 consecutive patients with uveal melanoma at a single center over a 51-year period. The patients were categorized by age at presentation (0-29 years [n = 348, 4%], 30-59 years [n = 3859, 48%], 60-79 years [n = 3425, 42%], 80 to 99 years [n = 459, 6%]) and evaluated for nonconditional (from presentation date) and conditional (from specific …


Recruitment And Reach In A School-Based Pediatric Obesity Intervention Trial In Rural Areas., Bethany Forseth, Brittany Lancaster, Megan Olalde, Christie A. Befort, Rebecca E. Swinburne Romine, Meredith Dreyer, Kelsey Dean, Eve-Lynn Nelson, Ann M. Davis Jun 2023

Recruitment And Reach In A School-Based Pediatric Obesity Intervention Trial In Rural Areas., Bethany Forseth, Brittany Lancaster, Megan Olalde, Christie A. Befort, Rebecca E. Swinburne Romine, Meredith Dreyer, Kelsey Dean, Eve-Lynn Nelson, Ann M. Davis

Manuscripts, Articles, Book Chapters and Other Papers

INTRODUCTION: The purpose of this study is to evaluate two recruitment strategies on schools and participant participation rates and representativeness (reach) within a pediatric obesity treatment trial tailored for families who live in rural areas.

METHODS: Recruitment of schools was evaluated based on their progress toward enrolling participants. Recruitment and reach of participants were evaluated using (1) participation rates and (2) representativeness of demographics and weight status of participants compared to eligible participants (who did not consent and enroll) and all students (regardless of eligibility). School recruitment, as well as participant recruitment and reach, were evaluated across recruitment methods comparing …


Heart And Timi Scores Predict Severe Coronary Atherosclerosis In Patients With End-Stage Renal Disease, Trishna B Parikh, Moez Aziz, Samuel P Mackoff, Gabriel M Aisenberg Jun 2023

Heart And Timi Scores Predict Severe Coronary Atherosclerosis In Patients With End-Stage Renal Disease, Trishna B Parikh, Moez Aziz, Samuel P Mackoff, Gabriel M Aisenberg

Journal Articles

Objectives History, EKG, age, risk factors, and troponin (HEART) and thrombolysis in myocardial infarction (TIMI) risk calculators have been validated to predict the risk of subsequent acute coronary syndromes and in some studies, severe coronary atherosclerosis in patients with a concerning clinical history. Their performance in patients with end-stage renal disease (ESRD), a population with a high pretest probability for the condition, is unknown. We aimed to determine whether HEART and TIMI scores can predict severe coronary atherosclerosis in patients with end-stage renal disease (ESRD). Methods A single-center retrospective cohort of admitted patients aged 18 years or older with ESRD …


A Lifestyle Modification Intervention In Hispanic Adolescents With Nonalcoholic Fatty Liver Disease, Brianne Miller May 2023

A Lifestyle Modification Intervention In Hispanic Adolescents With Nonalcoholic Fatty Liver Disease, Brianne Miller

Evidence-Based Practice Project Reports

U.S. population studies have confirmed that the Hispanic population has the highest prevalence and the worst prognosis for non-alcoholic fatty liver disease (NAFLD) (Katz et al., 2021). The purpose of this evidence-based practice project was to implement a multicomponent, lifestyle modification intervention in Hispanic pediatric primary care patients to combat the disease process and sequela of NAFLD. The PICOT question for this project was: In Hispanic adolescents aged 10-21 with obesity and NAFLD (P), what is the effect of a multicomponent, lifestyle modification intervention (I), on alanine aminotransferase (ALT) (O), over a 12-week time period (T)? A comprehensive literature search …


Protocol And Biomarker Strategy For A Multi-Site Randomized Controlled Trial Examining Biological Mechanisms And Dosing Of Active Music Engagement In Children With Acute Lymphoblastic Leukemia And Lymphoma And Parents., Sheri L. Robb, Kristen A. Russ, Steven J. Holochwost, Kristin Stegenga, Susan M. Perkins, Seethal A. Jacob, Amanda K. Henley, Jessica A. Maclean Mar 2023

Protocol And Biomarker Strategy For A Multi-Site Randomized Controlled Trial Examining Biological Mechanisms And Dosing Of Active Music Engagement In Children With Acute Lymphoblastic Leukemia And Lymphoma And Parents., Sheri L. Robb, Kristen A. Russ, Steven J. Holochwost, Kristin Stegenga, Susan M. Perkins, Seethal A. Jacob, Amanda K. Henley, Jessica A. Maclean

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Music therapy is a standard palliative care service in many pediatric and adult hospitals; however, most research has focused on the use of music to improve psychosocial dimensions of health, without considering biological dimensions. This study builds on prior work examining psychosocial mechanisms of action underlying an Active Music Engagement (AME) intervention, designed to help manage emotional distress and improve positive health outcomes in young children with cancer and parents (caregivers), by examining its effects on biomarkers of stress and immune function.

METHODS: This two-group randomized controlled trial (R01NR019190) is designed to examine biological mechanisms of effect and dose-response …


Risk And Resilient Functioning Of Families Of Children With Cancer During The Covid-19 Pandemic., Renee Gilbert, Carolyn R Bates, Devanshi Khetawat, Meredith Dreyer Gillette, Rachel Moore Mar 2023

Risk And Resilient Functioning Of Families Of Children With Cancer During The Covid-19 Pandemic., Renee Gilbert, Carolyn R Bates, Devanshi Khetawat, Meredith Dreyer Gillette, Rachel Moore

Manuscripts, Articles, Book Chapters and Other Papers

Previous literature highlights the impact of COVID-19 on family functioning. Less is known about the impact of the pandemic on families of pediatric cancer patients. In order to determine universal and unique risk and resilience factors of these families during the pandemic, a qualitative analysis was conducted on families currently receiving cancer treatment at a Midwestern hospital. Results of the data analysis depict ways in which these families have been impacted by and have adapted to COVID-19. These findings suggest that families of pediatric cancer patients have unique experiences in the context of COVID-19, in addition to universal experiences outlined …


Partnering With Patients And Families Living With Chronic Conditions To Coproduce Diagnostic Safety Through Ourdx: A Previsit Online Engagement Tool, Sigall K Bell, Zhiyong J Dong, Catherine M Desroches, Nicholas Hart, Stephen Liu, Brianna Mahon, Long H Ngo, Eric J Thomas, Fabienne Bourgeois Mar 2023

Partnering With Patients And Families Living With Chronic Conditions To Coproduce Diagnostic Safety Through Ourdx: A Previsit Online Engagement Tool, Sigall K Bell, Zhiyong J Dong, Catherine M Desroches, Nicholas Hart, Stephen Liu, Brianna Mahon, Long H Ngo, Eric J Thomas, Fabienne Bourgeois

Journal Articles

OBJECTIVE: Patients and families are key partners in diagnosis, but methods to routinely engage them in diagnostic safety are lacking. Policy mandating patient access to electronic health information presents new opportunities. We tested a new online tool ("OurDX") that was codesigned with patients and families, to determine the types and frequencies of potential safety issues identified by patients/families with chronic health conditions and whether their contributions were integrated into the visit note.

METHODS: Patients/families at 2 US healthcare sites were invited to contribute, through an online previsit survey: (1) visit priorities, (2) recent medical history/symptoms, and (3) potential diagnostic concerns. …


Association Of Metformin With The Development Of Age-Related Macular Degeneration, Amitha Domalpally, Samuel A Whittier, Qing Pan, Dana M Dabelea, Christine H Darwin, William C Knowler, Christine G Lee, Jose A Luchsinger, Neil H White, Emily Y Chew Feb 2023

Association Of Metformin With The Development Of Age-Related Macular Degeneration, Amitha Domalpally, Samuel A Whittier, Qing Pan, Dana M Dabelea, Christine H Darwin, William C Knowler, Christine G Lee, Jose A Luchsinger, Neil H White, Emily Y Chew

Journal Articles

IMPORTANCE: Age-related macular degeneration (AMD) is a leading cause of blindness with no treatment available for early stages. Retrospective studies have shown an association between metformin and reduced risk of AMD.

OBJECTIVE: To investigate the association between metformin use and age-related macular degeneration (AMD).

DESIGN, SETTING, AND PARTICIPANTS: The Diabetes Prevention Program Outcomes Study is a cross-sectional follow-up phase of a large multicenter randomized clinical trial, Diabetes Prevention Program (1996-2001), to investigate the association of treatment with metformin or an intensive lifestyle modification vs placebo with preventing the onset of type 2 diabetes in a population at high risk for …


Not Just A Pain: A Medical Simulation Case About Biased Communication And Osteomyelitis In Pediatric Sickle Cell Anemia, Adeola A Kosoko, Yakira R Alford, Karl A Upplegger, Gowri S Stevens Jan 2023

Not Just A Pain: A Medical Simulation Case About Biased Communication And Osteomyelitis In Pediatric Sickle Cell Anemia, Adeola A Kosoko, Yakira R Alford, Karl A Upplegger, Gowri S Stevens

Journal Articles

Introduction

Biases in communication can be harmful to patient perceptions of care and the medical team's decision-making. Optimal communication must be taught and practiced similarly to the optimal management of the complex medical conditions associated with sickle cell disease (SCD). This simulation is designed to teach about biases, optimizing communication to and about a patient with SCD, and appropriately diagnosing and managing pediatric osteomyelitis as a complication of SCD.

Methods

We designed and implemented a simulation case targeting emergency medicine residents and fellows to raise awareness about biases associated with SCD care and the complication of osteomyelitis in children with …


Henry Gas Solubility Optimization Double Machine Learning Classifier For Neurosurgical Patients, Diana T Mosa, Amena Mahmoud, John Zaki, Shaymaa E Sorour, Shaker El-Sappagh, Tamer Abuhmed Jan 2023

Henry Gas Solubility Optimization Double Machine Learning Classifier For Neurosurgical Patients, Diana T Mosa, Amena Mahmoud, John Zaki, Shaymaa E Sorour, Shaker El-Sappagh, Tamer Abuhmed

Journal Articles

This study aims to predict head trauma outcome for Neurosurgical patients in children, adults, and elderly people. As Machine Learning (ML) algorithms are helpful in healthcare field, a comparative study of various ML techniques is developed. Several algorithms are utilized such as k-nearest neighbor, Random Forest (RF), C4.5, Artificial Neural Network, and Support Vector Machine (SVM). Their performance is assessed using anonymous patients' data. Then, a proposed double classifier based on Henry Gas Solubility Optimization (HGSO) is developed with Aquila optimizer (AQO). It is implemented for feature selection to classify patients' outcome status into four states. Those are mortality, morbidity, …


Family-Level Antecedents Of Children's Patterns Of Reactivity To Interparental Conflict: Testing The Reformulation Of Emotional Security Theory, Patrick T Davies, Joanna K Pearson, Vanessa T Cao, Melissa L Sturge-Apple Jan 2023

Family-Level Antecedents Of Children's Patterns Of Reactivity To Interparental Conflict: Testing The Reformulation Of Emotional Security Theory, Patrick T Davies, Joanna K Pearson, Vanessa T Cao, Melissa L Sturge-Apple

Journal Articles

Guided by emotional security theory, this study examined the family-level antecedents of children's reaction patterns to interparental conflict in a sample of 243 preschool children (M age = 4.60 years; 48% Black; 16% Latinx; 56% girls) and their parents in the Northeastern United States. Behavioral observations of children's responses to interparental conflict over two annual measurement occasions assessed their tendencies to exhibit four patterns of defending against threat: secure (i.e., efficiently address direct threats), mobilizing (i.e., high reactivity to potential threat and social opportunities), dominant (i.e., directly defeat threat), and demobilizing (i.e., reduce salience as a target of hostility). …