Digital Commons Network^™

Decoding Emotions: Unveiling Facial Expressions Through Acoustic Sensing With Contrastive Attention, Guangjing Wang, Juexing Wang, Ce Zhou, Weikang Ding, Huacheng Zeng, Tianxing Li, Qiben Yan

Computer Science Faculty Research & Creative Works

Expression recognition holds great promise for applications such as content recommendation and mental healthcare by accurately detecting users’ emotional states. Traditional methods often rely on cameras or wearable sensors, which raise privacy concerns and add extra device burdens. In addition, existing acoustic-based methods struggle to maintain satisfactory performance when there is a distribution shift between the training dataset and the inference dataset. In this paper, we introduce FacER+, an active acoustic facial expression recognition system, which eliminates the requirement for external microphone arrays. FacER+ extracts facial expression features by analyzing the echoes of near-ultrasound signals emitted between the 3D facial …

Understanding Patients’ Experiences During Transitions From One Electronic Health Record To Another: A Scoping Review, Alison M Cogan, Trenton M Haltom, Stephanie L Shimada, Jessica A Davila, Bryan P Mcginn, Gemmae M Fix

Faculty, Staff and Students Publications

Objectives: Identify existing research on impacts of transitions between electronic health record (EHR) systems on patients' healthcare experiences.

Methods: Scoping review. We searched MedLine, OVID, Embase, CINAHL, and PsycInfo databases for articles on patient experiences with EHR-to-EHR transitions.

Results: Three studies met inclusion criteria. All three used validated surveys to compare patient satisfaction with care pre- and post-transition. The surveys did not include specific questions about the EHR transition; one study focused on patient perceptions of provider computer use. Satisfaction levels initially decreased following EHR implementation, then returned to baseline between six and 15 months later in two of three …

Veterans' Experiences Of And Preferences For Patient-Centered, Measurement-Based Ptsd Care, Marcela C Weber, Ashlyn M Jendro, Ellen P Fischer, Karen L Drummond, Trenton M Haltom, Natalie E Hundt, Michael A Cucciare, Jeffrey M Pyne

Faculty, Staff and Students Publications

Background: Up to 50% of veterans drop out of trauma-focused evidence-based psychotherapies (TF-EBP) without completing treatment or recovering; evidence suggests this is in part because their posttraumatic stress disorder (PTSD) care is insufficiently patient-centered. There is also evidence that measurement-based care (MBC) for mental health should be personalized to the patient, yet this is not common practice in VA PTSD care.

Objectives: To explore veterans' experiences and preferences for aligning measurement-based PTSD care with their own treatment goals.

Method: Qualitative interviews were conducted with veterans (n=15) with PTSD who had received at least 2 sessions of a TF-EBP.

Measures: Survey …

Percutaneous Mechanical Aspiration For Infective Endocarditis: Proceedings From An Inaugural Multidisciplinary Summit And Comprehensive Review, Lucas X Marinacci, Sanjum S Sethi, Molly L Paras, Abdallah El Sabbagh, Eric A Secemsky, M Rizwan Sohail, Christoph Starck, Benjamin Bearnot, Evin Yucel, Raymond H M Schaerf, Yasir Akhtar, Ahmad Younes, Marquand Patton, Pedro Villablanca, Seenu Reddy, Daniel Enter, John M Moriarty, William Brent Keeling, Stephanie El Hajj Younes, Charles Kiell, Kenneth Rosenfield

Faculty, Staff and Students Publications

The clinical presentation and epidemiology of infective endocarditis (IE) have evolved over time. While the cornerstones of IE treatment remain antimicrobial therapy and surgery, percutaneous mechanical aspiration (PMA) has emerged as an option for carefully selected patients as a complementary modality, based on retrospective data, case series, and expert experience. In this comprehensive review, we summarize the proceedings from an inaugural summit dedicated to the discussion of PMA in the global management of IE, consisting of experts across multiple disciplines from diverse geographic regions and care environments. After conceptualizing the 3 major roles of PMA as a bridge to decision, …

Hands-On Training About Data Clustering With Orange Data Mining Toolbox, Janez Demšar, Blaž Zupan

Faculty, Staff and Students Publications

Data clustering is a core data science approach widely used and referenced in the scientific literature. Its algorithms are often intuitive and can lead to exciting, insightful results that are easy to interpret. For these reasons, data clustering techniques could be the first method encountered in data science training. This paper proposes a hands-on approach to data clustering training suitable for introductory courses. The education approach features problem-based training that starts with the data and gradually introduces various data processing and analysis methods, illustrating them through visual representations of data and models. The proposed training is suitable for a general …

Endovascular Thrombectomy For Childhood Stroke (Save Childs Pro): An International, Multicentre, Prospective Registry Study, Peter B. Sporn, Kartik Bhatia, Todd Abruzzo, Lisa Pabst, Stuart Fraser, Melissa G. Chun, Warren Lo, Ahmed Othman, Sebastian Steinmetz, Ameer E. Hassan

School of Medicine Publications

Background

Emerging evidence suggests that endovascular thrombectomy is beneficial for treatment of childhood stroke, but the safety and effectiveness of endovascular thrombectomy has not been compared with best medical treatment. We aimed to prospectively analyse functional outcomes of endovascular thrombectomy versus best medical treatment in children with intracranial arterial occlusion stroke.

Methods

In this prospective registry study, 45 centres in 12 countries across Asia and Australia, Europe, North America, and South America reported functional outcomes for children aged between 28 days and 18 years presenting with arterial ischaemic stroke caused by a large-vessel or medium-vessel occlusion who received either endovascular …

Cryoablation Of Primary Breast Cancer Tumors Induces A Systemic Abscopal Effect Altering Time (Tumor Immune Microenvironment) In Distant Tumors, Flávia Sardela De Miranda, Dalia Martinez-Marin, Rachel L. Babcock, Maribel Castro, Geetha P. Boligala, Sonia Y. Khan, Kathryn L. Furr, Isabel Castro-Piedras, Nicholas Wagner, Dakota E. Robison

School of Medicine Publications

Introduction: Despite recent advances, triple-negative breast cancer (TNBC) patients remain at high risk for recurrence and metastasis, which creates the need for innovative therapeutic approaches to improve patient outcomes. Cryoablation is a promising, less invasive alternative to surgical resection, capable of inducing tumor necrosis via freeze/thaw cycles. Necrotic cell death results in increased inflammatory signals and release of preserved tumor antigens, which have the potential to boost the local and systemic anti-tumor immune response. Thus, compared to surgery, cryoablation enhances the activation of T cells leading to an improved abscopal effect, defined as the occurrence of a systemic response after …

Mexican Clinical Practice Guidelines For Adult Overweight And Obesity Management, Emma A. Chávez-Manzanera, Juan M. Vera-Zertuche, Martha Kaufer-Horwitz, Verónica Vázquez-Velázquez, José R. Flores-Lázaro, Leonor Mireles-Zavala, Raúl Calzada-León, Juan C. Garnica-Cuellar, Verónica Sánchez-Muñoz, Juan Carlos Lopez Alvarenga

School of Medicine Publications

Purpose

To develop Mexico’s first methodologically rigorous clinical practice guideline for the management of adult overweight and obesity. The target audiences are interdisciplinary healthcare professionals across healthcare systems who are the first point of contact for patients with obesity in Mexico, patients, and health system decision makers.

Recent Findings

A review of recent international obesity clinical practice guidelines and an expert consensus process identified: i) common recommendations appropriate for implementation in Mexico and ii) knowledge gaps requiring the formulation of new recommendations. In all, 20 new recommendations and 20 good practice statements were developed using the GRADE Evidence-to-Decision Framework and …

Validation Of Human Telomere Length Multi-Ancestry Meta-Analysis Association Signals Identifies Pop5 And Kbtbd6 As Human Telomere Length Regulation Genes, Rebecca Keener, Surya B. Chhetri, Carla J. Connelly, Margaret A. Taub, Matthew P. Conomos, Joshua Weinstock, Bohan Ni, Benjamin Strober, Stella Aslibekyan, John Blangero

School of Medicine Publications

Genome-wide association studies (GWAS) have become well-powered to detect loci associated with telomere length. However, no prior work has validated genes nominated by GWAS to examine their role in telomere length regulation. We conducted a multi-ancestry meta-analysis of 211,369 individuals and identified five novel association signals. Enrichment analyses of chromatin state and cell-type heritability suggested that blood/immune cells are the most relevant cell type to examine telomere length association signals. We validated specific GWAS associations by overexpressing KBTBD6 or POP5 and demonstrated that both lengthened telomeres. CRISPR/Cas9 deletion of the predicted causal regions in K562 blood cells reduced expression of …

Health Implications Of Racial Differences In Serum Growth Differentiation Factor Levels Among Men With Obesity, Siresha Bathina, Virginia Fuenmayor Lopez, Mia Prado, Elliot Ballato, Georgia Colleluori, Maryam Tetlay, Dennis Tan Villareal, Sanjay Mediwala, Rui Chen, Clifford Qualls, Reina Armamento-Villareal

Faculty, Staff and Students Publications

Growth differentiation factor (GDF15) has been considered a biomarker and recently a hormonal driver for diseases in different populations. However, the role of GDF15 as a biomarker of health outcomes in obese men from different racial/ethnic background has not been evaluated. The objective of this study was to investigate the racial/ethnic differences on the relationship between GDF15 and markers of glucometabolic status, hormonal profile, body composition and bone mineral density (BMD) in obese men. One hundred ninety-three obese men from diverse racial/ethnic backgrounds were enrolled. BMD and body composition were measured by dual energy X-ray absorptiometry. Serum GDF15, osteocalcin, C-terminal …

Meta-Analysis Of Longitudinal Comparison Of Transcatheter Versus Surgical Aortic Valve Replacement In Patients At Low To Intermediate Surgical Risk, Mushood Ahmed, Areeba Ahsan, Aimen Shafiq, Zain A Nadeem, Fariha Arif, Eeshal Zulfiqar, Muhammad H Kazmi, Rukesh Yadav, Hritvik Jain, Raheel Ahmed, Mahboob Alam, Farhan Shahid

Faculty, Staff and Students Publications

Background: Surgical aortic valve replacement (SAVR) is the commonly used approach for aortic valve replacement (AVR) in patients with aortic stenosis at low or intermediate surgical risk. However, transcatheter aortic valve replacement (TAVR) has emerged as an alternative to SAVR for AVR. This meta-analysis aims to assess the comparative efficacy and safety of TAVR versus SAVR in low-to-intermediate surgical risk patients by analyzing temporal trends in the outcomes of TAVR and SAVR at various follow-up intervals, providing a more detailed understanding.

Methods: A thorough literature search was performed across PubMed/MEDLINE, Embase, and the Cochrane Library from their inception up to …

Acute Decompensated Valvular Disease In The Intensive Care Unit, P Elliott Miller, Balimkiz C Senman, Ann Gage, Anthony P Carnicelli, Mark Jacobs, Aniket S Rali, Mourad H Senussi, Ankeet S Bhatt, Steven M Hollenberg, Annapoorna Kini, Venu Menon, Kendra J Grubb, David A Morrow, American College Of Cardiology Critical Care Cardiology Section

Faculty, Staff and Students Publications

Acute decompensated valvular disease encompasses a group of complex and challenging conditions, which are often the primary reason for admission to the cardiac intensive care unit and can also complicate the management of other primary cardiac disorders. Critically ill patients with valvular disease also present unique diagnostic and management challenges. Historically, medical and percutaneous interventional therapies have been limited and surgery was the only definitive treatment; however, surgical risk can at times be prohibitive. High-quality evidence to direct management of acute valvular disorders in this population is lacking and societal guidelines largely do not address treatment options for critically ill …

In Their Own Voices: A Nationwide Study Of Students’ Attitudes Towards The Implementation Of Smart Learning Environments In Uae Schools, Maria Efstratopoulou, Maxwell Peprah Opoku, Aizhan Shomotova, Christina Davison, Abdulrafi Jaffarul, Aalya Mesmar

All Works

A smart learning environment (SLE) encompasses the use of advanced technology and smart pedagogical teaching skills tailored to suit students with diverse learning needs. In recent years, some countries, such as the United Arab Emirates (UAE), have formulated policies to implement SLE in their education systems. Since students are the intended beneficiaries of SLE policy, it is crucial to explore their perceptions of its implementation in a novel context. Therefore, this study explored the attitudes of students towards the implementation of SLE in the UAE. To conduct this investigation, 1857 secondary school students (grades 7 and 12) were recruited nationwide. …

Leadership Potential And Self-Perceived Employability Of Undergraduate Students In The United Arab Emirates, Aizhan Shomotova, Tatiana Karabchuk, Ali Ibrahim

All Works

One of the main challenges facing higher education institutions (HEIs) is developing students’ employability skills, such as leadership. The earlier students acquire leadership skills, the higher their self-perceived employability (SPE) is upon graduation. Understanding how leadership is associated with SPE can help HEIs provide better leadership development programmes to increase SPE so that students pursue sustainable employment after graduation and use their leadership skills successfully in the workplace. Currently, there is a scarcity of published research on how youth leadership potential (LP) impacts SPE among undergraduate students at HEIs in the United Arab Emirates (UAE) and the Arab region in …

Asthma Prevalence Among United States Population Insights From Nhanes Data Analysis, Sarya Swed, Bisher Sawaf, Feras Al-Obeidat, Wael Hafez, Amine Rakab, Hidar Alibrahim, Mohamad Nour Nasif, Baraa Alghalyini, Abdul Rehman Zia Zaidi, Lamees Alshareef, Fadel Alqatati, Fathima Zamrath Zahir, Ashraf I. Ahmed, Mulham Alom, Anas Sultan, Abdullah Almahmoud, Agyad Bakkour, Ivan Cherrez-Ojeda

All Works

Asthma is a prevalent respiratory condition that poses a substantial burden on public health in the United States. Understanding its prevalence and associated risk factors is vital for informed policymaking and public health interventions. This study aims to examine asthma prevalence and identify major risk factors in the U.S. population. Our study utilized NHANES data between 1999 and 2020 to investigate asthma prevalence and associated risk factors within the U.S. population. We analyzed a dataset of 64,222 participants, excluding those under 20 years old. We performed binary regression analysis to examine the relationship of demographic and health related covariates with …

Development And Evaluation Of A Training Curriculum To Engage Researchers On Accessing And Analyzing The All Of Us Data, Julie R Coleman, Jasmine N Baker, Shamika Ketkar, Ashley M Butler, Laterrica Williams, Latanya Hammonds-Odie, Elizabeth G Atkinson, Debra D Murray, Brendan Lee, Kim C Worley

Faculty, Staff and Students Publications

OBJECTIVE: The All of Us Evenings with Genetics (EwG) Research Program at Baylor College of Medicine (BCM), funded to engage research scholars to work with the All of Us data, developed a training curriculum for the Researcher Workbench, the platform to access and analyze All of Us data. All of Us EwG developed the curriculum so that it could teach scholars regardless of their skills and background in programming languages and cloud computing. All of Us EwG delivered this curriculum at the first annual All of Us EwG Faculty Summit in May 2022. The curriculum was evaluated both during and …

Steering Research On Mrna Splicing In Cancer Towards Clinical Translation, Olga Anczukow, Frédéric H-T Allain, Brittany L Angarola, Douglas L Black, Angela N Brooks, Chonghui Cheng, Ana Conesa, Edie I Crosse, Eduardo Eyras, Ernesto Guccione, Sydney X Lu, Karla M Neugebauer, Priyanka Sehgal, Xiao Song, Zuzana Tothova, Juan Valcárcel, Kevin M Weeks, Gene W Yeo, Andrei Thomas-Tikhonenko

Faculty, Staff and Students Publications

Splicing factors are affected by recurrent somatic mutations and copy number variations in several types of haematologic and solid malignancies, which is often seen as prima facie evidence that splicing aberrations can drive cancer initiation and progression. However, numerous spliceosome components also 'moonlight' in DNA repair and other cellular processes, making their precise role in cancer difficult to pinpoint. Still, few would deny that dysregulated mRNA splicing is a pervasive feature of most cancers. Correctly interpreting these molecular fingerprints can reveal novel tumour vulnerabilities and untapped therapeutic opportunities. Yet multiple technological challenges, lingering misconceptions, and outstanding questions hinder clinical translation. …

Rfc2 May Contribute To The Pathogenicity Of Williams Syndrome Revealed In A Zebrafish Model, Ji-Won Park, Tae-Ik Choi, Tae-Yoon Kim, Yu-Ri Lee, Dilan Wellalage Don, Jaya K George-Abraham, Laurie A Robak, Cristina C Trandafir, Pengfei Liu, Jill A Rosenfeld, Tae Hyeong Kim, Florence Petit, Yoo-Mi Kim, Chong Kun Cheon, Yoonsung Lee, Cheol-Hee Kim

Faculty, Staff and Students Publications

Williams syndrome (WS) is a rare multisystemic disorder caused by recurrent microdeletions on 7q11.23, characterized by intellectual disability, distinctive craniofacial and dental features, and cardiovascular problems. Previous studies have explored the roles of individual genes within these microdeletions in contributing to WS phenotypes. Here, we report five patients with WS with 1.4 Mb-1.5 Mb microdeletions that include RFC2, as well as one patient with a 167-kb microdeletion involving RFC2 and six patients with intragenic variants within RFC2. To investigate the potential involvement of RFC2 in WS pathogenicity, we generate a rfc2 knockout (KO) zebrafish using CRISPR-Cas9 technology. Additionally, we generate …

Prevalence Of Psychiatric Comorbidities And Treatment Initiation In African American Pediatric Patients With Vitiligo: A Retrospective, Single-Center, Case-Control Study, Emily Strouphauer, Sana Suhail, Carly Mulinda, Promise Ufomadu, Nicole Nyamongo, Grace Lee, Soo Jung Kim

Faculty, Staff and Students Publications

BACKGROUND: Vitiligo may impact psychosocial development, especially among African American pediatric patients, given heightened visibility and increasing rates of anxiety and depression in this subpopulation.

OBJECTIVE: Evaluate psychiatric comorbidities and treatment initiation in African American pediatric patients.

METHODS: A total of 327 African American pediatric patients with vitiligo were each matched to 3 patients without vitiligo by age, race, and sex in this case-control study. Prevalence of psychiatric conditions and subsequent initiation of pharmacotherapy and/or psychotherapy were analyzed.

RESULTS: Compared to controls, pediatric African American patients with vitiligo were significantly more likely to be diagnosed with depression (

LIMITATIONS: This …

Machine Learned Interatomic Potentials For Ternary Carbides Trained On The Aflow Database, Josiah Roberts, Biswas Rijal, Simon Divilov, Jon Paul Maria, William G. Fahrenholtz, Douglas E. Wolfe, Donald W. Brenner, Stefano Curtarolo, Eva Zurek

Materials Science and Engineering Faculty Research & Creative Works

Large-density functional theory (DFT) databases are a treasure trove of energies, forces, and stresses that can be used to train machine-learned interatomic potentials for atomistic modeling. Herein, we employ structural relaxations from the AFLOW database to train moment tensor potentials (MTPs) for four carbide systems: CHfTa, CHfZr, CMoW, and CTaTi. The resulting MTPs are used to relax ~6300 random symmetric structures and are subsequently improved via active learning to generate robust potentials (RP) that can relax a wide variety of structures, and accurate potentials (AP) designed for the relaxation of low-energy systems. This protocol is shown to yield convex hulls …

Association Of Left Atrial Function With Frailty: The Atherosclerosis Risk In Communities (Aric) Study, Daokun Sun, Romil R Parikh, Wendy Wang, Anne Eaton, Pamela L Lutsey, B Gwen Windham, Riccardo M Inciardi, Scott D Solomon, Christie M Ballantyne, Amil M Shah, Lin Yee Chen

Faculty, Staff and Students Publications

Background: Frailty is common in people with cardiovascular disease. Worse left atrial (LA) function is an independent risk factor for cardiovascular disease. However, whether worse LA function is associated with frailty is unclear.

Methods: We included 3292 older adults from the Atherosclerosis Risk in Communities study who were non-frail at baseline (visit 5, 2011-2013) and had LA function (reservoir, conduit, and contractile strain) measured from two-dimensional speckle-tracking echocardiography. LA stiffness index was calculated as a ratio of E/e' to LA reservoir strain. Frailty was defined using the validated Fried frailty phenotype. Incident frailty was assessed between 2016 and 2019 during …

Multisite Randomized Controlled Trial Of Caresteps: A Supportive Care Intervention For The Family Caregivers Of Patients With Advanced Lung Cancer, Maria L Rangel, Kathrin Milbury, Karen Kayser, Robert Taylor Ripley, Elizabeth Kvale, Hoda Badr

Faculty, Staff and Students Publications

Objectives: Patients with advanced lung cancer (LC) face significant physical, psychological, and functional challenges, increasing their reliance on caregivers for practical and emotional support. This study evaluates the efficacy of CareSTEPS (Self-Care, Stress management, Symptom management, Effective communication, Problem-solving, and Social support), a 6-week telephone-delivered intervention designed to improve psychological functioning (depression and anxiety symptoms) and reduce caregiver burden among family caregivers of patients with advanced LC.

Methods: In this multisite, open-label, parallel-group randomized controlled trial, 174 caregivers (74.1% female individuals, 40.2% from a racial or ethnic minority group) of patients with stage IIIB or IV NSCLC or extensive-stage SCLC …

Textualism In Practice, Anita S. Krishnakumar

Georgetown Law Faculty Publications and Other Works

It is by now axiomatic to note that textualism has won the statutory interpretation wars. But contrary to what textualists long have promised, the widespread embrace of textualism as an interpretive methodology has not resulted in any real clarity or predictability about the interpretive path—or even the specific interpretive tools—that courts will invoke in a particular case. Part of the reason for this lack of predictability is that textualism-in-practice often differs significantly from the approach that textualism-in-theory advertises; and part of the reason is that textualism-in-theory is sometimes in tension with itself. In light of textualism’s ascendance—and now dominance—on the …

Decoding Fgf/Fgfr Signaling: Insights Into Biological Functions And Disease Relevance, Oshadi Edirisinghe, Gaetane Ternier, Zeina Alraawi, Thallapuranam Krishnaswamy Suresh Kumar

Chemistry & Biochemistry Faculty Publications and Presentations

Fibroblast Growth Factors (FGFs) and their cognate receptors, FGFRs, play pivotal roles in a plethora of biological processes, including cell proliferation, differentiation, tissue repair, and metabolic homeostasis. This review provides a comprehensive overview of FGF-FGFR signaling pathways while highlighting their complex regulatory mechanisms and interconnections with other signaling networks. Further, we briefly discuss the FGFs involvement in developmental, metabolic, and housekeeping functions. By complementing current knowledge and emerging research, this review aims to enhance the understanding of FGF-FGFR-mediated signaling and its implications for health and disease, which will be crucial for therapeutic development against FGF-related pathological conditions.

Cellulose–Starch Composite Aerogels As Thermal Superinsulating Materials, Safoura Ahmadzadeh, Angelina Sagardui, David Huitink, Jingyi Chen, Ali Ubeyitogullari

Chemistry & Biochemistry Faculty Publications and Presentations

The demand for sustainable packaging materials is rapidly increasing due to growing environmental concerns over the impact of plastic waste. In this study, biodegradable, porous, lightweight, and high-surface-area microcrystalline cellulose–starch (MCC-S) hybrid aerogels were synthesized via supercritical carbon dioxide (SC–CO₂) drying. The samples were generated using five different MCC-S weight ratios and characterized for their morphology, crystallinity, and structural and thermal properties. When MCC and S were used together, aerogels with superior properties were obtained compared to those made from each component individually. Specifically, the 1:2 MCC-S aerogel exhibited the highest porosity (97%), the lowest density (0.058 g/cm …

Black Lives Still Matter: Freedom Schools As An Embodiment Of Critical Literacy Through Reflection And Action, Elena M. Venegas, Lakia M. Scott

Bilingual and Literacy Studies Faculty Publications

The continuation of racial inequities in the United States has ignited the recent Black Lives Matter Movement, a protest of police brutality and gun violence. Black lives matter in public school classrooms, too—where students of color face barriers to equitable educational experiences. The Children's Defense Fund Freedom School program is a major component in developing critical literacy skills through critique, inquiry, and transformation through social justice and action. Critical literacy is enacted through identity—mainly as difference, self, consciousness, narrative, and positionality. Historical and contemporary relevance of Freedom Schools connects to the urgency of the Black Lives Matter Movement.

Eigenbin Compression For Reducing Photon-Counting Ct Data Size, Taly Gilat Schmidt, Zhye Yin, Jingwu Yao, Jiahua Fan

Biomedical Engineering Faculty Research and Publications

Background

Photon-counting CT (PCCT) systems acquire multiple spectral measurements at high spatial resolution, providing numerous image quality benefits while also increasing the amount of data that must be transferred through the gantry slip ring.

Purpose

This study proposes a lossy method to compress photon-counting CT data using eigenvector analysis, with the goal of providing image quality sufficient for applications that require a rapid initial reconstruction, such as to confirm anatomical coverage, scan quality, and to support automated advanced applications. The eigenbin compression method was experimentally evaluated on a clinical silicon PCCT prototype system.

Methods

The proposed eigenbin method performs principal …

The Palaeoclimate Potential Of Continental Scientific Drilling, Jonathan Obrist-Farner, Lesleigh Anderson, Paul Baker, Melissa A. Berke, Emily J. Beverly, Julie Brigham-Grette, Erik Brown, Isla S. Castañeda, Alan L. Deino, Sherilyn C. Fritz, Steven L. Goldstein, Natalie M. Kehrwald, Matthew Kirby, Kenneth G. Miller

Geosciences and Geological and Petroleum Engineering Faculty Research & Creative Works

No abstract provided.

Inhibitory Activities Of Phytoconstituents From Azadirachta Indica And Murraya Koenigii As Potential Drugs For Secondary Infection Of Atopic Eczema Disease - In Silico Study, Mikidadi S. Gurisha, Pulapa V. Kanaka Rao, Laxmikanth Cherupally

Tanzania Journal of Science

Atopic Eczema (AE) disease is a chronic inflammatory skin condition that is caused by a person’s inability to repair damage to the skin barrier. Staphylococcus aureus (SA) is a virulent pathogen that plays an important role in the progression of secondary infection in AE patients, thus intensifying the disease's virulence. In this study, the inhibitory activities of phytoconstituents from Azadirachta indica and Murraya koenigii against the SA (Protein Data Bank ID: 7TIO) using an in silico approach are presented. Site-specific docking analysis was carried out on the virulent pathogen with the docking center at X: 1.65044, Y: 1.7980, Z: 3.1878, …

Experiences In Providing A Community Educational Resource For The All Of Us Researcher Workbench, Deborah I Ritter, Jinyoung Byun, Jun Wang, Stephen Richards, Pamela N Luna, Laterrica Williams, Julie R Coleman, Jasmine N Baker, Shamika Ketkar, Ashley M Butler, Latanya Hammonds-Odie, Elizabeth G Atkinson, Kim C Worley, Debra D Murray, Brendan Lee, Steven E Scherer

Faculty, Staff and Students Publications

OBJECTIVE: Educational offerings to fill the bioinformatics knowledge gap are a key component to enhancing access and use of health data from the All of Us Research Program. We developed a Train the Trainer-based, innovative training series including project-based learning, modular on-demand demonstrations, and unstructured tutorial time as a model for educational engagement in the All of Us community.

MATERIALS AND METHODS: We highlight our training modules and content, with training survey data informing cycles of development in the creation of a 6-module training series with modular demonstrations.

RESULTS: We have conducted 2 public iterations of the Train the Trainer …