Medical Specialties Commons^™

Serum Extracellular Vesicle Protein Profiling For Prediction Of Corneal Transplant Rejection, Hyun Ju Lee, Eun-Hye Bae, Jong Min Choi, Hyemee Kim, Hyeon Ji Kim, Heather Barreda, Sung Yun Jung, Joo Youn Oh, Ryang Hwa Lee

Faculty, Staff and Students Publications

Background: Corneal transplantation is the most common transplant procedure worldwide. Despite immune and angiogenic privilege of the cornea, 50% to 70% of corneal transplants fail in high-risk recipients, primarily because of immune rejection. Therefore, it is crucial to identify predictive biomarkers of rejection to improve transplant survival.

Methods: In search for predictive biomarkers, we performed proteomics analysis of serum extracellular vesicles (EVs) in a fully major histocompatibility complex-mismatched (C57BL/6-to-BALB/c) murine corneal transplantation model, wherein 50% of transplants undergo rejection by day 28 following transplantation.

Results: Our time course study revealed a decrease in the number of serum EVs on day …

Covid-19 Ethics: Unique Aspects And A Review As Of Early 2024, Wayne X Shandera

Faculty, Staff and Students Publications

COVID-19 presents a variety of ethical challenges in a set of arenas, arenas not always considered in past pandemics. These challenges include issues related to autonomy, distributive ethics, and the establishment of policies of equity and justice. Methods are a literature review based on regular editing of an online textbook during the COVID-19 outbreak and a literature review using key ethical terms. Patients are confronted with new issues related to autonomy. Providers need to expand their concepts of ethical issues to include decisions based on proportionality and public health ethics. The public health sector needs to assess the beneficence of …

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 …

Automated Spontaneous Echo Contrast Detection Using A Multisequence Attention Convolutional Neural Network, Ouwen Huang, Zewei Shi, Naveen Garg, Corey Jensen, Mark L Palmeri

Faculty, Staff and Student Publications

OBJECTIVE: Spontaneous echo contrast (SEC) is a vascular ultrasound finding associated with increased thromboembolism risk. However, identification requires expert determination and clinician time to report. We developed a deep learning model that can automatically identify SEC. Our model can be applied retrospectively without deviating from routine clinical practice. The retrospective nature of our model means future works could scan archival data to opportunistically correlate SEC findings with documented clinical outcomes.

METHODS: We curated a data set of 801 archival acquisitions along the femoral vein from 201 patients. We used a multisequence convolutional neural network (CNN) with ResNetv2 backbone and visualized …

Salpingectomy For Ovarian Cancer Prevention: Video Education For The Surgeon, Emily Macarthur, Kara Long Roche, Joseph Sakran, Sunil H Patel, Peter Najjar, Karen H Lu, Megan Gornet, Anja S Frost, Meghan Walrath, Tom Bauer, Gyyong Oh, Rebecca Stone

Faculty, Staff and Student Publications

Given the unremitting obstacles to effectively screen for and treat ovarian cancer (OC), prevention is a necessary countermeasure. The recent discovery of the fallopian tube as the origin of the most common and deadly type of OC, high grade serous cancer (HGSC), makes prevention through salpingectomy possible (Madsen et al., 2015). Opportunistic salpingectomy (OS) is the practice of removing the post-reproductive fallopian tubes at the time of other intraperitoneal surgery, or for sterilization in lieu of tubal ligation, to decrease OC risk (Falconer et al., 2015). The safety, effectiveness, and reach of OS as a primary prevention strategy depends on …

Challenges And Implications For Substance Use And Mental Healthcare Among Under-Resourced Women In The Covid-19 Era, Maria C Mejia, Alicia Kowalchuk, Sandra J Gonzalez, Muktha Nair, Lisa Webb, Nadine Scamp

Faculty, Staff and Students Publications

BACKGROUND: The COVID-19 pandemic exacerbated disparities in mental healthcare and substance use disorder (SUD) treatment access, especially in under-resourced communities. This study aimed to comprehend the experiences of under-resourced women with SUD during the pandemic, their knowledge and attitudes toward it, and its impact on substance use and treatment access.

METHODS: A cross-sectional study included 66 under-resourced women receiving medically managed withdrawal treatment at a community residential SUD center. Data collection occurred between November 2021 and August 2022, utilizing a 75-item instrument covering COVID-19 exposure and its impact on health, substance use, treatment access, vaccination status, beliefs, and knowledge. Descriptive …

Kcnk1 Promotes Proliferation And Metastasis Of Breast Cancer Cells By Activating Lactate Dehydrogenase A (Ldha) And Up-Regulating H3k18 Lactylation, Xiangchan Hou, Jiawei Ouyang, Le Tang, Pan Wu, Xiangying Deng, Qijia Yan, Lei Shi, Songqing Fan, Chunmei Fan, Can Guo, Qianjin Liao, Yong Li, Wei Xiong, Guiyuan Li, Zhaoyang Zeng, Fuyan Wang

Faculty, Staff and Students Publications

Breast cancer is the most prevalent malignancy and the most significant contributor to mortality in female oncology patients. Potassium Two Pore Domain Channel Subfamily K Member 1 (KCNK1) is differentially expressed in a variety of tumors, but the mechanism of its function in breast cancer is unknown. In this study, we found for the first time that KCNK1 was significantly up-regulated in human breast cancer and was correlated with poor prognosis in breast cancer patients. KCNK1 promoted breast cancer proliferation, invasion, and metastasis in vitro and vivo. Further studies unexpectedly revealed that KCNK1 increased the glycolysis and lactate production in …

A Phase 1/2 Study Of Pepinemab In Children, Adolescents, Or Young Adults With Recurrent Or Refractory Solid Tumors: A Children’S Oncology Group Consortium Report (Advl1614), Emily Greengard, Robin Williams, Branden Moriarity, Xiaowei Liu, Charles G Minard, Joel M Reid, Terrence Fisher, Elizabeth Evans, Desa Rae Pastore, Maurice Zauderer, Stephan Voss, Elizabeth Fox, Brenda J Weigel

Faculty, Staff and Students Publications

PURPOSE: Pepinemab, a humanized IgG4 monoclonal antibody, targets the SEMA4D (CD100) antigen to inhibit binding to its high-affinity receptors (plexin B1/PLXNB1, plexin B2/PLXNB2) and low-affinity receptor (CD72). SEMA4D blockade leads to increased cytotoxic T-cell infiltration, delayed tumor growth, and durable tumor rejection in murine tumor models. Pepinemab was well tolerated and improved T cell infiltration in clinical studies in adults with refractory tumors. SEMA4D was identified as a strong candidate proto-oncogene in a model of osteosarcoma. Based on these preclinical and clinical data, we conducted a phase 1/2 study to determine the recommended phase 2 dose (RP2D), pharmacokinetics, pharmacodynamics, and …

Anoctamin 4 Defines Glucose-Inhibited Neurons In The Ventromedial Hypothalamus, Longlong Tu, Yanlin He, Yong Xu

Faculty, Staff and Students Publications

No abstract provided.

Neighborhood-Level Disadvantage And Delayed Adjuvant Therapy In Head And Neck Cancer, Evan M Graboyes, Joshua Lee Cagle, Salma Ramadan, Kavita Prasad, Flora Yan, John Pearce, Angela L Mazul, Jean-Sebastien Anoma, Elizabeth G Hill, Bhisham S Chera, Sidharth V Puram, Ryan Jackson, Vlad C Sandulache, Samantha Tam, Michael C Topf, Russel Kahmke, Nosayaba Osazuwa-Peters, Brian Nussenbaum, Anthony J Alberg, Katherine R Sterba, Chanita Hughes Halbert

Faculty, Staff and Students Publications

Importance: For patients with head and neck squamous cell carcinoma (HNSCC), initiation of postoperative radiation therapy (PORT) within 6 weeks of surgery is recommended by the National Comprehensive Cancer Network Guidelines and the Commission on Cancer. Although individual-level measures of socioeconomic status are associated with receipt of timely, guideline-adherent PORT, the role of neighborhood-level disadvantage has not been examined.

Objective: To characterize the association of neighborhood-level disadvantage with delays in receiving PORT.

Design, setting, and participants: This retrospective cohort study included 681 adult patients with HNSCC undergoing curative-intent surgery and PORT from 2018 to 2020 at 4 US academic medical …

Generation Of A Humanized Mace2 And A Conditional Hace2 Mouse Models Permissive To Sars-Cov-2 Infection, I-Wen Song, Megan Washington, Carolina Leynes, Jason Hsu, Kempaiah Rayavara, Yangjin Bae, Nele Haelterman, Yuqing Chen, Ming-Ming Jiang, Aleksandra Drelich, Vivian Tat, Denise G Lanza, Isabel Lorenzo, Jason D Heaney, Chien-Te Kent Tseng, Brendan Lee, Ronit Marom

Faculty, Staff and Students Publications

The Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) remains a public health concern and a subject of active research effort. Development of pre-clinical animal models is critical to study viral-host interaction, tissue tropism, disease mechanisms, therapeutic approaches, and long-term sequelae of infection. Here, we report two mouse models for studying SARS-CoV-2: A knock-in mAce2F83Y,H353K mouse that expresses a mouse-human hybrid form of the angiotensin-converting enzyme 2 (ACE2) receptor under the endogenous mouse Ace2 promoter, and a Rosa26 conditional knock-in mouse carrying the human ACE2 allele (Rosa26hACE2). Although the mAce2F83Y,H353K mice were susceptible to …

Interfacility Referral Communication For Picu Transfer, Caitlin K Thirnbeck, Elizabeth T Espinoza, Elizabeth A Beaman, Alexis L Rozen, Kimberly C Dukes, Hardeep Singh, Loreen A Herwaldt, Christopher P Landrigan, Heather Schacht Reisinger, Christina L Cifra

Faculty, Staff and Students Publications

Objectives: For patients requiring transfer to a higher level of care, excellent interfacility communication is essential. Our objective was to characterize verbal handoffs for urgent interfacility transfers of children to the PICU and compare these characteristics with known elements of high-quality intrahospital shift-to-shift handoffs.

Design: Mixed methods retrospective study of audio-recorded referral calls between referring clinicians and receiving PICU physicians for urgent interfacility PICU transfers.

Setting: Academic tertiary referral PICU.

Patients: Children 0-18 years old admitted to a single PICU following interfacility transfer over a 4-month period (October 2019 to January 2020).

Interventions: None.

Measurements and main results: We reviewed …

Rural Veterans With Hiv And Alcohol Use Disorder Receive Less Video Telehealth Than Urban Veterans, Alan Z Sheinfil, Giselle Day, Annette Walder, Julianna Hogan, Thomas P Giordano, Jan Lindsay, Anthony Ecker

Faculty, Staff and Students Publications

Purpose: Alcohol use disorder (AUD) is highly prevalent among Veterans with HIV. Rural Veterans with HIV are at especially high risk for not receiving appropriate treatment. This retrospective cohort cross-sectional study aimed to investigate patterns of mental health treatment utilization across delivery modality among Veterans diagnosed with HIV and AUD. It was hypothesized that rural Veterans with HIV and AUD would receive a lower rate of mental health treatment delivered via video telehealth than urban Veterans with HIV and AUD.

Methods: A national Veterans Health Association administrative database was used to identify a cohort of Veterans diagnosed with HIV and …

Patient- And System-Level Factors Associated With Racial/Ethnic Disparities In The Delivery Of Guideline-Concordant Therapy Among Us Patients With Gastric Cancer, Wilson L Da Costa, Mimi C Tan, E Ramsay Camp, Aaron P Thrift

Faculty, Staff and Students Publications

Background: Disparities in gastric cancer (GC) outcomes show a higher disease burden among minorities. We aimed to evaluate the associations between sociodemographic and system-level factors and guideline-concordant treatment among GC patients.

Methods: Cohort study with GC patients in the National Cancer Data Base (2006-2018) treated with upfront resection or neoadjuvant therapy (NAT). We used logistic regression to identify associations between deviations from guideline-concordant therapy and patient- and system-level factors, and Cox regression models to assess risk of death.

Results: The cohort included 43 597 GC patients treated with endoscopic resection (8.9%), surgery only (47.1%), surgery and adjuvant therapy (20.6%), or …

Vaccine Uptake And Intentions: Insights From A Texas Survey On Factors Influencing Covid-19 Vaccination Decisions, Yordanos M Tiruneh, Paula M Cuccaro, Kimberly S Elliott, Jing Xie, Journey Martinez, Mark Owens, Christian R Alvarado, Jose-Miguel Yamal

Faculty, Staff and Student Publications

The effectiveness of COVID-19 vaccines depends on widespread vaccine uptake. Employing a telephone-administered weighted survey with 19,502 participants, we examined the determinants of COVID-19 vaccine acceptance among adults in Texas. We used multiple regression analysis with LASSO-selected variables to identify factors associated with COVID-19 vaccine uptake and intentions to receive the vaccine among the unvaccinated. The prevalence of unvaccinated individuals (22%) was higher among those aged 18-39, males, White respondents, English speakers, uninsured individuals, those facing financial challenges, and individuals expressing no concern about contracting the illness. In a fully adjusted regression model, higher odds of being unvaccinated were observed …

Design And Evaluation Of Scancap: A Low-Cost, Reusable Tethered Capsule Endoscope With Blue-Green Illumination Imaging For Unsedated Screening And Early Detection Of Barrett's Esophagus, Cheima Hicheri, Ahad M Azimuddin, Alex Kortum, Joseph Bailey, Yubo Tang, Richard A Schwarz, Daniel Rosen, Shilpa Jain, Nabil M Mansour, Shawn Groth, Shaleen Vasavada, Ashwin Rao, Adrianna Maliga, Leslie Gallego, Jennifer Carns, Sharmila Anandasabapathy, Rebecca Richards-Kortum

Faculty, Staff and Students Publications

Esophageal carcinoma is the sixth-leading cause of cancer death worldwide. A precursor to esophageal adenocarcinoma (EAC) is Barrett's Esophagus (BE). Early-stage diagnosis and treatment of esophageal neoplasia (Barrett's with high-grade dysplasia/intramucosal cancer) increase the five-year survival rate from 10% to 98%. BE is a global challenge; however, current endoscopes for early BE detection are costly and require extensive infrastructure for patient examination and sedation. We describe the design and evaluation of the first prototype of ScanCap, a high-resolution optical endoscopy system with a reusable, low-cost tethered capsule, designed to provide high-definition, blue-green illumination imaging for the early detection of BE …

Multifactoral Immune Modulation Potentiates Durable Remission In Multiple Models Of Aggressive Malignancy, Matthew M Halpert, Briana A Burns, Spencer R Rosario, Henry G Withers, Akshar J Trivedi, Colby J Hofferek, Benjamin D Gephart, Haotong Wang, Jonathan Vazquez-Perez, Sharon B Amanya, Sean T Hyslop, Jianhua Yang, Jan O Kemnade, Vlad C Sandulache, Vanaja Konduri, William K Decker

Faculty, Staff and Students Publications

Tumors typically lack canonical danger signals required to activate adaptive immunity and also frequently employ substantial immunomodulatory mechanisms that downregulate adaptive responses and contribute to escape from immune surveillance. Given the variety of mechanisms involved in shielding tumors from immune recognition, it is not surprising that single-agent immunomodulatory approaches have been largely unsuccessful in generating durable antitumor responses. Here we report a unique combination of immunomodulatory and cytostatic agents that recondition the tumor microenvironment and eliminate complex and/or poor-prognosis tumor types including the non-immunogenic 4T-1 model of TNBC, the aggressive MOC-2 model of HNSCC, and the high-risk MYCN-amplified model of …

A Qualitative Exploration Of Well-Being In Cancer Survivorship: Implications For Counselors, Hallie M. Sylvestro, Lindsey K. Umstead, Heather Delgado, Christopher Lawrence, Keith Mobley, Kelly L. Wester, Andrew Wood

Adultspan Journal

Adult cancer survivors represent an important–and growing–population that could benefit from counseling services. This study employed consensual qualitative research to examine the well-being experiences of eight cancer survivors. Findings suggest a broad range of changes to individual well-being following cancer diagnosis and treatment, and indicate counseling can provide an ideal setting for processing such changes. Recommendations for counseling practice and future research are provided.

Homologous Recombination Deficiency Should Be Tested For In Patients With Advanced Stage High-Grade Serous Ovarian Cancer Aged 70 Years And Over, Omali Pitiyarachchi, Peter J. Ansell, Robert L. Coleman, Minh H. Dinh, Laura Holman, Charles A. Leath, Theresa Werner, Paul Disilvestro, Mark Morgan, William Tew, Christine Lee, Mary Cunningham, Meredith Newton, Babak Edraki, Peter Lim, Joyce Barlin, Nicola M. Spirtos, Krishnansu S. Tewari, Mitchell I. Edelson, Thomas Reid, Jay Carlson, Michael Friedlander

Abington Jefferson Health Papers

OBJECTIVE: Due to limited data on homologous recombination deficiency (HRD) in older patients (≥ 70 years) with advanced stage high grade serous ovarian cancer (HGSC), we aimed to determine the rates of HRD at diagnosis in this age group.

METHODS: From the Phase 3 trial VELIA the frequency of HRD and BRCA1/2 pathogenic variants (PVs) was compared between younger (< 70 years) and older participants. HRD and somatic(s) BRCA1/2 pathogenic variants (PVs) were determined at diagnosis using Myriad myChoice® CDx and germline(g) BRCA1/2 PVs using Myriad BRACAnalysis CDx®. HRD was defined if a BRCA PV was present, or the genomic instability score (GIS) met threshold (GIS ≥ 33 & ≥ 42 analyzed).

RESULTS: Of 1140 participants, 21% were ≥ 70 years. In total, 26% (n = 298) had a BRCA1/2 PV and HRD, 29% (n = 329) were HRD/BRCA wild-type, 33% (n = 372) non-HRD, and 12% HR-status unknown (n = 141). …

Early Outcomes Of Mr-Guided Sbrt For Patients With Recurrent Pancreatic Adenocarcinoma, Spencer Poiset, Sophia Shah, Louis Cappelli, Rani Anné, Karen Mooney, Maria Werner-Wasik, Talya Laufer, James Posey, Daniel Lin, Atrayee Mallick, Harish Lavu, Babar Bashir, Charles Yeo, Adam Mueller

Kimmel Cancer Center Faculty Papers

BACKGROUND: Local treatment options for locally recurrent pancreatic adenocarcinoma (LR-PAC) are limited, with median survival time (MST) of 9-13 months (mos) following recurrence. MRI-guided stereotactic body radiation therapy (MRgSBRT) provides the ability to dose escalate while sparing normal tissue. Here we report on the early outcomes of MRgSBRT for LR-PAC.

METHODS: Patients with prior resection of pancreatic adenocarcinoma with local recurrence treated with MRgSBRT at a single tertiary referral center from 5-2021 to 2-2023 were identified from our prospective database. MRgSBRT was delivered to 40-50 Gy in 4-5 fractions with target and OAR delineation per institutional standards. Endpoints included local …

Fetal Brain-Derived Exosomal Mirnas From Maternal Blood: Potential Diagnostic Biomarkers For Fetal Alcohol Spectrum Disorders (Fasds), Nune Darbinian, Monica Hampe, Diana Martirosyan, Ahsun Bajwa, Armine Darbinyan, Nana Merabova, Gabriel Tatevosian, Laura Goetzl, Shohreh Amini, Michael E Selzer

Faculty, Staff and Student Publications

Fetal alcohol spectrum disorders (FASDs) are leading causes of neurodevelopmental disability but cannot be diagnosed early in utero. Because several microRNAs (miRNAs) are implicated in other neurological and neurodevelopmental disorders, the effects of EtOH exposure on the expression of these miRNAs and their target genes and pathways were assessed. In women who drank alcohol (EtOH) during pregnancy and non-drinking controls, matched individually for fetal sex and gestational age, the levels of miRNAs in fetal brain-derived exosomes (FB-Es) isolated from the mothers’ serum correlated well with the contents of the corresponding fetal brain tissues obtained after voluntary pregnancy termination. In six …

Generation Of Oviductal Glycoprotein 1 Cre Mouse Model For The Study Of Secretory Epithelial Cells Of The Oviduct, Emily A Mcglade, Jiude Mao, Kalli K Stephens, Andrew M Kelleher, Lisette A Maddison, Miranda L Bernhardt, Francesco J Demayo, John P Lydon, Wipawee Winuthayanon

Faculty, Staff and Students Publications

The epithelial cell lining of the oviduct plays an important role in oocyte pickup, sperm migration, preimplantation embryo development, and embryo transport. The oviduct epithelial cell layer comprises ciliated and nonciliated secretory cells. The ciliary function has been shown to support gamete and embryo movement in the oviduct, yet secretory cell function has not been well characterized. Therefore, our goal was to generate a secretory cell-specific Cre recombinase mouse model to study the role of the oviductal secretory cells. A knock-in mouse model, Ovgp1Cre:eGFP, was created by expressing Cre from the endogenous Ovgp1 (oviductal glycoprotein 1) locus, with enhanced green …

Avidity Maturation Of Humoral Response Following Primary And Booster Doses Of Bnt162b2 Mrna Vaccine Among Nursing Home Residents And Healthcare Workers, Oladayo A. Oyebanji, Nicholas Sundheimer, Vaishnavi Ragavapuram, Brigid M. Wilson, Jürgen Bosch, Christopher L. King, David H. Canaday

Faculty Scholarship

Infections, despite vaccination, can be clinically consequential for frail nursing home residents (NHR). Poor vaccine-induced antibody quality may add risk for such subsequent infections and more severe disease. We assessed antibody binding avidity, as a surrogate for antibody quality, among NHR and healthcare workers (HCW). We longitudinally sampled 112 NHR and 52 HCWs who received the BNT162b2 mRNA vaccine after each dose up to the Wuhan-BA.4/5-based Omicron bivalent boosters. We quantified anti-spike, anti-receptor binding domain (RBD), and avidity levels to the ancestral Wuhan, Delta, and Omicron BA.1 & 4/5 strains. The primary vaccination series produced substantial anti-spike and RBD levels …

Asymptomatic Covid-19-Associated Acquired Hemophilia A And Disseminated Intravascular Coagulation From A Bypassing Agent, Abraham Attah, Deanna Huffman, Palash Asawa, Vinay Edlukudige Keshava, Deep Shah

School of Medicine Faculty Publications

Acquired hemophilia A (AHA) is a clotting disorder characterized by the presence of neutralizing antibodies that inhibit factor VIII, resulting in increased bleeding risk. Known etiologies include malignancy, autoimmune conditions, graft-vs-host disease, and more recently coronavirus disease 2019 (COVID-19) infection. In this case report, we describe an 86-year-old female who was found to have AHA incidentally during preoperative workup for meningioma resection. She was subsequently found to have COVID-19 infection which was the likely cause of her development of AHA. She was treated with factor eight inhibitor bypassing agent (FEIBA) and recombinant factor VII (rVII) for a small hematoma on …

Prediction Of Disease-Free Survival For Precision Medicine Using Cooperative Learning On Multi-Omic Data, Georg Hahn, Dmitry Prokopenko, Julian Hecker, Sharon M Lutz, Kristina Mullin, Leinal Sejour, Winston Hide, Ioannis Vlachos, Stacia Desantis, Rudolph E Tanzi, Christoph Lange

Faculty, Staff and Student Publications

In precision medicine, both predicting the disease susceptibility of an individual and forecasting its disease-free survival are areas of key research. Besides the classical epidemiological predictor variables, data from multiple (omic) platforms are increasingly available. To integrate this wealth of information, we propose new methodology to combine both cooperative learning, a recent approach to leverage the predictive power of several datasets, and polygenic hazard score models. Polygenic hazard score models provide a practitioner with a more differentiated view of the predicted disease-free survival than the one given by merely a point estimate, for instance computed with a polygenic risk score. …

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 …

Mainehealth Cancer Care Network Ticket Intake Process, Lauren Couture, Brett Cropp, Gavin Carr, Ashok Kunche, Heather Boulier, Evelyn Taylor

Operations Transformation

The MaineHealth Cancer Care Network informatics team is manually submitting most reporting tickets for oncology customers. The current intake ticket process includes various communication channels to the business intelligence developers [BID] when a reporting need is identified resulting in workflow deficiencies and redundancies. As of FY23, MaineHealth has moved to a new ticket reporting system called ServiceHub which includes new customer self-service tools that have not yet been utilized.

Creating Capacity To Accommodate Additional Cardiac Catheterization Procedures, Kristin Anthony

Operations Transformation

Patient access to diagnostic outpatient (OP) cardiac catheterization is limited by a perceived lack of capacity. Outpatient cardiac cath pts flow through the ACU for pre/post procedure care. Current schedule limits pts that may be scheduled through the ACU to two OP procedures/day. Cardiologists request the ability to schedule beyond the two procedures/day allowed. Significant variation in pre/postoperative care orders exist amongst cardiologists resulting in variability in length of stay. Cardiac procedures are booked either as 60/90/120 minutes – Epic case averaging technology is not active in the cath lab. As a result, the case minutes in the cath lab …

A Microcosting Approach For Planning And Implementing Community-Based Mental Health Prevention Program: What Does It Cost?, Sharmily Roy, Henry Shelton Brown, Lisa Sanger Blinn, Sarah Carter Narendorf, Jane E Hamilton

Faculty, Staff and Student Publications

BACKGROUND: Estimating program costs when planning community-based mental health programs can be burdensome. Our aim was to retrospectively document the cost for the first year of planning and implementing Healthy Minds Healthy Communities (HMHC), a mental health promotion and prevention multi-level intervention initiative. This Program is among the first to use the Community Initiated Care (CIC) model in the US and is aimed at building community resilience and the capacity for communities to provide mental health support, particularly among those disproportionately impacted by COVID-19. Our objective is to share our methods for costing a program targeting 10 zip codes that …

Supporting South Korea’S Aging Population: How Ai And Iot Acceptance Connects The Young And Old, Bobby Im

Master's Projects and Capstones

In 2024, South Korea surpassed every other nation by becoming the country with the lowest fertility rate (below 0.7%). Population decline will hinder future ability to care for their aging population and although the government and private corporations are investing millions of dollars on developing Artificial Intelligence-Internet of Things (AI-IoT) devices to support the aging, the acceptance levels and the amount of family support required is undervalued. By examining AI-IoT’s current use and role in South Korea’s public health system this paper shows how intergenerational support helps optimize existing procedures and equipment, increases the level of acceptance and use, and …