Medicine and Health Sciences Commons^™

Cytogenetic Findings And Maternal Age In Patients With Down Syndrome In A Pediatric Referral Hospital From Peru, Yesica Llimpe Mitma De Barrón, Maribel Susana Ccoyllo Álvarez, Milana Trubnykova, Rocío Margarita González Moreno

Revista de la Facultad de Medicina Humana

Introduction: Down syndrome is a congenital disorder caused by a total or partial trisomy of chromosome 21 and is considered the most common genetic cause of congenital malformations and intellectual disability. The objective of this study was to describe the cytogenetic alterations of patients with Down syndrome and their relationship with maternal age. Methods: Cross-sectional, descriptive-analytical study. 436 patients with Down syndrome admitted to the Instituto Nacional de Salud del Niño during the 2017-2019 period were included. The variables analyzed were: cytogenetic diagnosis and maternal age. Results: It was found that 99,3% (n=433) of patients presented some type of cytogenetic …

How Psychological And Nonpharmacological Treatment Modalities Reduce The Disease Burden Of Amplified Musculoskeletal Pain Syndromes In Pediatrics, Aalia Narvel, Sabrina Gmuca

Rowan-Virtua Research Day

The prevalence of pediatric chronic musculoskeletal pain ranges from 8.5% to 40%.¹ This literature review examined the treatment of amplified musculoskeletal pain syndrome (AMPS), which is a general term that represents a spectrum of pain disorders for patients who may not satisfy specific diagnostic criteria.² Specifically, sources were analyzed to compare the efficacy of individual components in the nonpharmacological, interdisciplinary treatment of AMPS against pain medications. These components included cognitive behavioral psychotherapy (CBT), physical therapy (PT), as well as occupational therapy (OT). There is limited information that assesses these components individually, but there is ample evidence that when …

Standardization Of Discharge Instructions For Mild Traumatic Brain Injury/Concussion In Children Presenting To Ed: A Qi Project, Niralee K. Rana, Nicole Gerber Md, Michael Alfonzo Md, Snezana Osorio Md, Deborah Levine Md

Rowan-Virtua Research Day

Background: Mild traumatic brain injuries (mTBI) or concussions account for high rates of emergency department (ED) visits. Concussion diagnoses are used less often in young children leading to a variability in parental education and discharge instructions. Lack of discharge guidance may increase parental anxiety, impact recovery, and increase ED visits.

Objectives: To increase the proportion of ED patients discharged with age-appropriate instructions for mTBI by 50% by June 1, 2024, and to determine the impact age-appropriate instructions have on decreasing parental anxiety.

Methods: This observational time series with planned sequential experimentation is in progress at a Pediatric ED affiliated with …

The Impact Of Stress During Adolescence And The Prevalence Of Pediatric Obesity, Olatunbosun Olakunri, Venkat Venkataraman

Rowan-Virtua Research Day

Obesity is a chronic condition that can be attributed to myriad factors including socioeconomic status, biological risk factors, and various environmental factors. These factors can be considered stress factors, and exposure to various levels of stress can impact the development of stress within the pediatric patients. The purpose of this study is to assess the association between the environmental, mental, social, physical, and psychological stress adolescents are exposed to and how they contribute to the prevalence of pediatric obesity throughout the United States. Understanding these risk factors can help us as a community and most importantly as clinicians develop better …

Increasing Equitable Access To Pediatric Specialty Care In Maine Through Implementation Of Econsults, David Ireland, Rachel Rockers, Sarah M. Gabrielson, Anya K. Cutler, Laura J. Faherty, Genevieve Whiting

Costas T. Lambrew Research Retreat 2024

Introduction

•Barriers to accessing pediatric specialty care exist for many and are not experienced equally by all.

•eConsults are an asynchronous provider-provider referral modality to obtain low-barrier specialist input in place of some face-to-face (F2F) visits.

•We evaluated sociodemographic factors associated with referral to and receipt of specialist input before and after eConsult implementation at MaineHealth to examine equity implications.

Approach For Defining Human Adenovirus Infection And Disease For Central Review Adjudication In Clinical Studies., Brian T. Fisher, Jesse Blumenstock, Craig L K Boge, Sydney Shuster, Alix E. Seif, Michael Green, Marian G. Michaels, Jessie L. Alexander, Monica I. Ardura, Tamara P. Miller, Diego R. Hijano, William J. Muller, Jennifer E. Schuster, Abby M. Green, Daniel E. Dulek, Adriana E. Kajon, Lara Danziger-Isakov

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Pediatric allogeneic hematopoietic cell transplant (allo-HCT) recipients are at risk for morbidity and mortality from human adenovirus (HAdV). HAdV can be detected in an asymptomatic state, referred to as infection or with signs or symptoms of illness, referred to as disease. Standardized case definitions are needed to distinguish infection from disease and allow for consistent reporting in both observational cohort studies and therapeutic clinical trials.

METHODS: A working group of experts in virology, transplant infectious disease, and HCT was assembled to develop HAdV infection and disease definitions with the degree of certainty (i.e., possible, probable, and proven). Definitions were …

Factors Associated With Hemoglobin Levels In Children Under 6 Months Of Age Hospitalized In A Pediatric Center In Peru, Víctor Alfonso Mamani-Urrutia, Rafael Durán-Galdo, Carlos Gonzales-Saravia, Alicia Bustamante-López, Rubén Espinoza-Rojas, Raffo Escalante-Kanashiro

Revista de la Facultad de Medicina Humana

Introduction: Anemia is a condition in which there is a low concentration of hemoglobin (Hb) levels. Although many causes of anemia have been identified, there are few studies in which they are related to epidemiological factors in the first months of life. Objective: To determine the factors associated with hemoglobin levels in children under 6 months of age hospitalized in a specialized pediatric center in Peru. Methods: To determine the factors associated with hemoglobin levels in children under 6 months of age hospitalized in a specialized pediatric center in Peru. Results: 61.4% of the infants were women, and only 6.7% …

Adductor Canal Regional Anesthetic Placement In Pediatric Patients For Knee Arthroscopy: Defining The Optimal Location And Analysis Of Other Trends, Isaac Jin, Christine Song, Sujay Deshpande, Andrew Yang, Ethan Schollaert, Neha Divi, Aysha Hasan Md

Tower Health Research Day

No abstract provided.

Occupational Impact Of Caregivers In Pediatric Palliative Care, Lezlye Ramos, Karen Park, Jazminne O. Arteaga

Spring 2024 Virtual OTD Capstone Symposium

The purpose of this study is to understand the occupational impact for caregivers who had a child with a life-limiting or life-threatening condition who had received pediatric palliative care. A lack of understanding of occupational therapy’s role in end-of-life care ultimately underutilizes and under-prepares occupational therapists to work in this practice area. Becoming a medical family caregiver, neglecting personal needs and desires becomes a norm having a in-direct effect on physical and psychological health and well-being. Findings from this study suggest that it is reasonable to infer that occupational participation among caregivers is influenced by finding time for self and …

Pediatric Beta Blocker Therapy: A Comprehensive Review Of Development And Genetic Variation To Guide Precision-Based Therapy In Children, Adolescents, And Young Adults., Mollie Walton, Jonathan B. Wagner

Manuscripts, Articles, Book Chapters and Other Papers

Beta adrenergic receptor antagonists, known as beta blockers, are one of the most prescribed medications in both pediatric and adult cardiology. Unfortunately, most of these agents utilized in the pediatric clinical setting are prescribed off-label. Despite regulatory efforts aimed at increasing pediatric drug labeling, a majority of pediatric cardiovascular drug agents continue to lack pediatric-specific data to inform precision dosing for children, adolescents, and young adults. Adding to this complexity is the contribution of development (ontogeny) and genetic variation towards the variability in drug disposition and response. In the absence of current prospective trials, the purpose of this comprehensive review …

Vaccine Hesitancy Among Youth Living With Hiv In Detroit, Madeline B. Simone

Medical Student Research Symposium

Vaccine hesitancy among youth with human immunodeficiency virus (HIV) was evaluated to determine if the pandemic affected vaccine acceptance. A retrospective chart review was conducted to analyze vaccine rates over a five-year (pre-post COVID) in one university-based clinic. Results indicated a variation in acceptance rates between vaccines, with the MenACWY, MenB, tetanus, and HPV having the highest acceptance rates and COVID-19 and annual flu vaccine having the lowest acceptance rates. Vaccine hesitancy did not correlate with HIV treatment hesitancy nor with aversion to needles. Negative messaging around vaccines from a variety of sources appeared to be the primary factor in …

Associations Between Anemia And Fgf23 In The Ckid Study., Elizabeth Thomas, Alexandra M. Klomhaus, Marciana L. Laster, Susan L. Furth, Bradley A. Warady, Isidro B. Salusky, Mark R. Hanudel

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Fibroblast growth factor 23 (FGF23) is a bone-derived hormone that plays a central role in chronic kidney disease-mineral bone disorder and is associated with CKD progression and cardiovascular morbidity. Factors related to CKD-associated anemia, including iron deficiency, can increase FGF23 production. This study aimed to assess whether anemia and/or iron deficiency are associated with increased circulating concentrations of FGF23 in the large, well-characterized Chronic Kidney Disease in Children (CKiD) study cohort.

METHODS: Hemoglobin concentrations, iron parameters, C-terminal (total) FGF23, intact FGF23, and relevant covariables were measured in cross-sectional analysis of CKiD study subjects.

RESULTS: In 493 pediatric patients with …

Pediatric Spinal Ependymoma With Chromothripsis Of Chromosome 6: A Case Report And Review Of The Literature., Keela R. Scott, Melissa Gener, Elena Repnikova

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Ependymomas are the third most common central nervous system tumor in the pediatric population; however, spinal ependymomas in children are rare. Ependymomas affecting the spinal cord most frequently occur in adults of 20-40 years of age. The current World Health Organization classification system for ependymomas is now composed of ten different entities based on histopathology, location, and molecular studies, with evidence that the new classification system more accurately predicts clinical outcomes.

CASE PRESENTATION: We present the case of a 16-year-old Caucasian female patient with a history of type 2 neurofibromatosis with multiple schwannomas, meningioma, and spinal ependymoma. Chromosome analysis …

A Case Report And Review On The Anesthetic Considerations Of Anterior Mediastinal Masses, Carter A. Schulz, Joshua D. Mohs, Andrew M. Reuter

Aesculapius Journal (Health Sciences & Medicine)

Case summary: A 15-year-old female presented with chest pain, dyspnea, and weight loss. A chest X-ray and subsequent CT scan revealed a large anterior mediastinal mass with cervical lymphadenopathy and pericardial effusion. Two biopsies under general anesthesia were performed, with the latter confirming classic Hodgkin lymphoma, nodular sclerosis subtype.

Discussion: This case underscores the significant clinical challenges posed by anterior mediastinal masses due to their proximity to vital cardiovascular and respiratory structures. Physiologic changes during general anesthesia can exacerbate these challenges. Preoperative assessment, including imaging and symptom evaluation, is crucial to guide operative planning. It is key to individualize the …

The Durability Of Antibody Responses Of Two Doses Of High-Dose Relative To Two Doses Of Standard-Dose Inactivated Influenza Vaccine In Pediatric Hematopoietic Cell Transplant Recipients: A Multi-Center Randomized Controlled Trial., Jennifer E. Schuster, Lubna Hamdan, Daniel E. Dulek, Carrie L. Kitko, Einas Batarseh, Zaid Haddadin, Laura S. Stewart, Anna Stahl, Molly Potter, Herdi Rahman, Spyros A. Kalams, Claire E. Bocchini, Elizabeth A. Moulton, Susan E. Coffin, Monica I. Ardura, Rachel L. Wattier, Gabriela Maron, Michael Grimley, Grant Paulsen, Christopher J. Harrison, Jason L. Freedman, Paul A. Carpenter, Janet A. Englund, Flor M. Munoz, Lara Danziger-Isakov, Andrew J. Spieker, Natasha B. Halasa, Pediatric Hct Flu Study

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Our previous study established a 2-dose regimen of high-dose trivalent influenza vaccine (HD-TIV) to be immunogenically superior compared to a 2-dose regimen of standard-dose quadrivalent influenza vaccine (SD-QIV) in pediatric allogeneic hematopoietic cell transplant (HCT) recipients. However, the durability of immunogenicity and the role of time post-HCT at immunization as an effect modifier are unknown.

METHODS: This phase II, multi-center, double-blinded, randomized controlled trial compared HD-TIV to SD-QIV in children 3-17 years old who were 3-35 months post-allogeneic HCT, with each formulation administered twice, 28-42 days apart. Hemagglutination inhibition (HAI) titers were measured at baseline, 28-42 days following each …

Effect Of Maternal Adverse Childhood Experiences (Aces) And Maternal Resiliency On Early Childhood Outcomes On Vaccination Adherence And Emergency Department Visits, Leslie Abraham Md, Hsiao-Wei Banks Ba, John P. Gaughan Ms, Phd, Alla Kushnir Md

Cooper Rowan Medical Journal

Introduction: Adverse Childhood Experiences (ACEs) are traumatic events that occurred to an individual during ages 0-17 years. The 1998 Adverse Childhood Experiences (ACE) suggested higher ACE scores contributed to negative future health outcomes. The tool is now used to screen at-risk populations for the development of chronic health conditions. Protective factors, such as resilience, were later studied and found to offset the negative health impacts of traumatic childhood events. The 7Cs questionnaire was a tool developed to measure resilience in adolescents and demonstrated better health outcomes despite the presence of higher ACE scores. This pilot study evaluated whether higher …

Barriers To Care For Children With Cerebral Palsy In The Rural State Of Maine: A Mixed-Methods Study, Rayne L. Whitten, Anya K. Cutler, Alexa K. Craig

Journal of Maine Medical Center

Introduction: Guidelines on orthopedic hip surveillance in children with cerebral palsy have been published to minimize the effects of cerebral palsy and maximize quality of life. Researchers aimed to identify barriers to cerebral palsy care and to assess adherence to national hip-surveillance guidelines among a small subset of children with cerebral palsy who live in a rural state.

Methods: Parents of children with cerebral palsy were interviewed, and thematic analyses were performed on the recorded transcripts. Patient-specific data about imaging and demographics were manually extracted from the electronic health record to perform a mixed-methods analysis.

Results: Twenty-one parents were interviewed, …

Empowering And Educating Parents To Implement A Home Intervention: Effects On Preschool Children's Engagement In Hands-On Constructive Play, Michelle Boulanger Thompson, Yaoying Xu, Chin-Chih Chen, Kathleen Rudasill

Rehabilitation Sciences Faculty Publications

Constructive play is a creative process-oriented activity that promotes children’s engaged learning through building and designing with materials. This study investigated a parent-implemented intervention to promote active engagement in constructive play for preschool-aged children at risk for developmental delay. This study utilized a single-subject multiple-baseline across-participants design with four participants. Visual analysis of the data identified a functional relation between the temporal, physical, and social–emotional environmental support provided by the parents and the children’s active engagement in constructive play. Parents reported the intervention as meaningful to their lives, indicating strong social validity. These findings highlight the importance of centering and …

Pediatric Advance Life Support, Monique Edwards, Lance Mwangi

Gulf Coast Division Research Symposium 2024

No abstract provided.

Microstructural Alterations Of Major Thalamic Nuclei In The Chronic Pediatric Spinal Cord Injured Population, K. Kang, K. Fleming, A. Sathe, J. Muller, J. Harrop, D. Middleton, J. Heller, A. Sharan, F. Mohamed, L. Krisa, M. Alizadeh

Department of Radiology Faculty Papers

BACKGROUND: The brain undergoes reorganization following spinal cord injury (SCI), but little is known about how the thalamus is affected in pediatric SCIs.

PURPOSE: To characterize microstructural alterations in the thalamus after SCI with diffusion tensor imaging (DTI) metrics.

METHODS: 18 pediatric participants with chronic SCI (8-20 years) were stratified using the American Spinal Injury Association Impairment Scale (AIS) into groups: A, B, and C/D. DTI of the brain used a 3 T Siemens Verio MRI using the parameters: 20 directions, number of averages = 3, b = 1000 s/mm

DATA ANALYSIS: DTI metrics were acquired by superimposing the AAL3 …

Conference Proceedings: Select Abstracts Presented At 2023 Advocate Aurora Scientific Day

Journal of Patient-Centered Research and Reviews

This abstract supplement includes findings presented at the 49th annual Advocate Aurora Scientific Day on May 24, 2023. The Scientific Day symposium provides a virtual forum for the sharing of preliminary results from research and case studies conducted by faculty, fellows, residents, and other health professionals associated with Illinois-based Advocate Health Care and Wisconsin-based Aurora Health Care.

Barriers To The Diagnosis, Care, And Management Of Pediatric Patients With Ehlers-Danlos Syndrome In The United States: A Qualitative Analysis., William R. Black, Lora L. Black, Jordan T. Jones

Manuscripts, Articles, Book Chapters and Other Papers

Objectives: Ehlers-Danlos Syndromes (EDS) are a family of heritable connective tissue diseases. Primary practitioners are capable of diagnosing and managing EDS; however, few are knowledgeable and comfortable enough to see patients with EDS, resulting in delays in diagnosis and care. This study explores the barriers physicians experience with diagnosing, managing, and caring for patients with EDS, and potential resolutions to those barriers. Methods: As part of a larger online study, providers (n = 107) in the United States were asked to specify "What information would improve (their) comfort" in diagnosing, caring for, and managing EDS via open-ended questions. Results …

Clinical Factors Associated With Need For Neurosurgical Care In Young Children With Imaging For Macrocephaly: A Case Control Study, Jessica F. Rohde, Jeffrey Campbell, Julie Barbera, Elena Taylor, Ashok Ramachandra, Christopher Gegg, Andrea Scherer, Joseph Piatt

Department of Pediatrics Faculty Papers

BACKGROUND: Macrocephaly is present in 2.3% of children with important neurosurgical conditions in the differential diagnosis. The objective of this study was to identify clinical associations with actionable imaging findings among children with head imaging for macrocephaly.

METHODS: We conducted a case-control study of head imaging studies ordered for macrocephaly among children 24 months and younger in a multistate children's health system. Four neurosurgeons reviewed the images, determining cases to be a 'concern' if neurosurgical follow-up or intervention was indicated. Electronic health records were reviewed to collect patient-level data and to determine if surgery was performed. Controls were matched 3:1 …

How Long Does It Take To Master Laryngeal Visualization Using Flexible Nasolaryngoscopy In Children?, Kieran Boochoon, Julina Ongkasuwan, Annie Ahn, Mary Musso, Yi-Chun Carol Liu

Graduate Medical Education Research Journal

Background: To assess when residents become proficient in performing flexible nasolaryngoscopy (FNL) in the pediatric population.

Objective: To objectively evaluate the quality of FNL by year of residency training.

Methods: Ninety-five pediatric FNL’s were performed by otolaryngology residents and pediatric otolaryngology fellows (postgraduate year [PGY] 1 – 6). Three pediatric otolaryngologists rated the FNL videos (anonymized and without sound) using the Modified Cormack-Lehane scoring system (MCLS). Data analysis was performed using two-way ANOVA and Tukey-Kramer adjustment.

Results: Overall, there was a significant difference in the quality of the FNL based on the year of training (p

Conclusion: The quality …

Risk Factors For Health Impairments In Children After Hospitalization For Acute Covid-19 Or Mis-C., Aline B. Maddux, Cameron C. Young, Suden Kucukak, Laura D. Zambrano, Margaret M. Newhams, Caitlin K. Rollins, Natasha B. Halasa, Shira J. Gertz, Elizabeth H. Mack, Stephanie Schwartz, Michele Kong, Laura L. Loftis, Katherine Irby, Courtney M. Rowan, Keiko M. Tarquinio, Matt S. Zinter, Hillary Crandall, Natalie Z. Cvijanovich, Jennifer E. Schuster, Julie C. Fitzgerald, Mary A. Staat, Charlotte V. Hobbs, Ryan A. Nofziger, Steven Shein, Heidi Flori, Melissa L. Cullimore, Brandon M. Chatani, Emily R. Levy, Katri V. Typpo, Janet R. Hume, Angela P. Campbell, Adrienne G. Randolph, Overcoming Covid-19 Investigators

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: To identify risk factors for persistent impairments after pediatric hospitalization for acute coronavirus disease 2019 (COVID-19) or multisystem inflammatory syndrome in children (MIS-C) during the SARS-CoV-2 pandemic.

METHODS: Across 25 U.S. Overcoming COVID-19Network hospitals, we conducted a prospective cohort study of patients

RESULTS: Of 232 children with acute COVID-19, 71 (30.6%) had persistent symptoms and 50 (21.6%) had activity impairments at follow-up; for MIS-C (n = 241), 56 (23.2%) had persistent symptoms and 58 (24.1%) had activity impairments. In adjusted analyses of patients with acute COVID-19, receipt of mechanical ventilation was associated with persistent symptoms [aRR 1.83 …

Rotator Cuff Injury In The Pediatric Population: A Systematic Review Of Patient Characteristics, Treatment, And Outcomes, Kevin J. Orellana, Kathleen L. Harwood, John G. Horneff 3rd, Joseph J. King, Brendan A. Williams

Research Colloquium

Background: Rotator cuff injuries (RCIs), traditionally thought to be an adult-type pathology, have been reported in the pediatric population, but there remains limited evidence regarding this injury pattern in pediatric patients. The purpose of this study was to systematically review the literature to characterize the epidemiology, injury patterns, treatment modalities, and outcomes for pediatric patients with RCIs.

Methods: A systematic review was performed in accordance with Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines reviewing Pubmed, Embase, Cochrane, and CINAHL databases. Studies reporting imaging confirmed RCIs and treatment outcomes in patientsdemographics, mechanism, injury type and injury location were …

Trauma Center Designation Effects On Clinical Outcomes In Pediatric Dog Bites: A Retrospective Study, Jessy Feng, Sabrina Orta, Alejandro Aquino, Lori Berry, Demba Fofana, Paul Berry

Research Colloquium

Introduction: Clinical outcomes associated with the American College of Surgeons (ACS) trauma center designation have been examined for many conditions. However, we sought to analyze the association between ACS pediatric trauma center designation and outcomes following pediatric dog bite trauma cases, which has rarely been studied.

Methods: The National Trauma Data Bank was queried to identify pediatric (0-19y) dog bite trauma patients admitted to ACS pediatric level I or II trauma centers from 2007-2016. Chi-Squared and Odds Ratio statistical analyses were used to compare the outcomes.

Results:We identified 6,196 pediatric dog bite trauma patients treated at ACS level …

Cardiac Tamponade: Innovative Sternotomy Simulation Model For Training Pediatric Cardiac Intensive Care Team, Tolu Akinpelu, Mohammed Alhendy, Malarvizhi Thangavelu, Karen Weaver, Nicole Muller, James Mcelroy, Daniel Nento, Utpal Bhalala

Research Symposium

Introduction: Cardiac tamponade occurring after cardiac surgery is rare but life threatening and requires simultaneous resuscitation and emergent sternotomy by the intensive care team. A simulated scenario using innovative mannequin with sternotomy wound has the capability of reproducing cardiac arrest associated with postoperative tamponade. We evaluated the face validity of this innovative mannequin, the confidence level and crisis resource management skills of the team during sternotomy to manage postoperative cardiac tamponade.

Methods: The simulation case scenario was developed using innovative sternotomy mannequin for children’s hospital cardiac intensive care unit (CICU) teams. The case involved a 3-year old male, intubated, mechanically …

Trends In Length Of Stay: Experience From A Tertiary Care Pediatric Rehabilitation Unit In Saudi Arabia., Sami Ullah, Ahmad Zaheer Qureshi, Waqas Sami, Amara Ilyas, Sherif Samir Abdelmaksoud Tantawy, Sarah Samir Abdulakarim Alqatari, Hasan Shacfe, Colleen Ann Wunderlich

Internet Journal of Allied Health Sciences and Practice

Background: Pediatric rehabilitation units offer unique challenges due to complex rehabilitation needs of children based on their age group and diagnosis. Length of stay (LOS) is an indirect measure of hospital cost and efficiency of a clinical service and it is important to determine the factors affecting LOS in hospitalized children undergoing inpatient rehabilitation. Methods: Record of 350 children (males: 222, female: 128) who underwent inpatient pediatric rehabilitation program at King Fahad Medical City, Riyadh Saudi Arabia during 2011 to 2018 were reviewed. Diagnoses were categorized into cerebral palsy, spinal cord injury, traumatic brain injury, non-traumatic brain injury and others. …

Radio-Pathomic Approaches In Pediatric Neurooncology: Opportunities And Challenges, Ariana M. Familiar, Aria Mahtabfar, Anahita Fathi Kazerooni, Mahsa Kiani, Arastoo Vossough, Angela Viaene, Philip B. Storm, Adam C. Resnick, Ali Nabavizadeh

Department of Neurosurgery Faculty Papers

With medical software platforms moving to cloud environments with scalable storage and computing, the translation of predictive artificial intelligence (AI) models to aid in clinical decision-making and facilitate personalized medicine for cancer patients is becoming a reality. Medical imaging, namely radiologic and histologic images, has immense analytical potential in neuro-oncology, and models utilizing integrated radiomic and pathomic data may yield a synergistic effect and provide a new modality for precision medicine. At the same time, the ability to harness multi-modal data is met with challenges in aggregating data across medical departments and institutions, as well as significant complexity in modeling …