Digital Commons Network^™

Securepose: Automated Face Blurring And Human Movement Kinematics Extraction From Videos Recorded In Clinical Settings, Rishabh Bajpai, Bhooma Aravamuthan

2020-Current year OA Pubs

Movement disorder diagnosis often relies on expert evaluation of patient videos, but sharing these videos poses privacy risks. Current methods for de-identifying videos, such as blurring faces, are often manual, inconsistent, or inaccurate. Furthermore, these methods can compromise automated kinematics extraction-a valuable aid to movement analysis. To address these challenges, we developed SecurePose, open-source software that provides both reliable de-identification and automated body kinematic extraction from videos recorded in clinic settings using smartphones/tablets. We validated SecurePose on gait videos recorded in outpatient clinic visits of 116 children with cerebral palsy, assessing both the accuracy of its de-identification compared to the …

A Jobs-To-Be-Done Framework For Mapping Digital Innovation Opportunities In Climate-Smart Agrifood Systems, Lourival Carmo Monaco Neto, Allan Gray

Department of Agricultural Economics Faculty Publications

The agrifood sector faces well-documented barriers to climate-smart agriculture (CSA) adoption, reflecting systematic difficulty identifying where digital tools address specific stakeholder needs rather than a technology shortage. This paper presents a prescriptive framework for mapping digital innovation opportunities in complex, multi-stakeholder agrifood systems. Grounded in Jobs-to-be-Done (JTBD) theory and structured as a two-dimensional matrix of meta-jobs and value chain segments, the framework was developed through a design science research (DSR) paradigm evaluated on utility, coherence, and actionability. Construction involved a purposive synthesis of three literature streams and iterative refinement through 136 stakeholder engagements within a six-month university-affiliated startup studio cycle. …

Personalized Treatment Of Chronic Tendinopathy Using Ultrasound And Neuroimmune Markers: A Narrative Review, Rohan Phadke, Samer Salman, Kirtan Patel, Jad Wardeh, Akhil Marupudi, Rahul Kumar, Arbaz A. Momin, Alireza Tavakkoli

Department of Neurosurgery Faculty Papers

Introduction: : Chronic tendinopathy affects approximately 30% of musculoskeletal consultations, yet treatment outcomes remain inconsistent despite numerous available interventions. This variability stems from the absence of validated frameworks to match individual patients to optimal treatments based on underlying pathophysiology. To synthesize current evidence on ultrasound imaging biomarkers, neuroimmune mechanisms, and interventional therapies in chronic tendinopathy, and propose a clinically applicable framework integrating ultrasound phenotyping with neuroimmune assessment to guide personalized treatment selection. Methods: A systematic literature search was conducted across PubMed, Scopus, and Web of Science through December 2025. Studies examining ultrasound/elastography imaging, neuroimmune mechanisms, or treatment interventions in chronic …

Life Cycle Of A Dentist - Insight For The Journey, James R. Schroeder Dds

Virginia Dental Journal

No abstract provided.

Retirement Stress? It's Never Too Late To Save, Jonè Liuzza

Virginia Dental Journal

No abstract provided.

Facing Ethical Questions? Here's Where You Should Turn, Caitlin S. Batchelor Dds

Virginia Dental Journal

No abstract provided.

What's Your Strategy? The Patient Experience Should Be Part Of Your Marketing Strategy, Kelsey Leavey

Virginia Dental Journal

No abstract provided.

Board Of Dentistry Notes March 15, 2019, Ursula Klostermyer Dds, Phd

Virginia Dental Journal

No abstract provided.

We Threw The First Pitch - Vda's Day On The Hill, Laura Givens

Virginia Dental Journal

No abstract provided.

Will The Voice Of Dentistry Die?, Laura Givens

Virginia Dental Journal

No abstract provided.

Silent Ppo Passes - Vda Legislation Hits A Home Run, Laura Givens

Virginia Dental Journal

No abstract provided.

Longest Short Session - 2019 General Assebmly Wrap-Up, Laura Givens

Virginia Dental Journal

No abstract provided.

Build It And They Will Come, Ryan Dunn

Virginia Dental Journal

No abstract provided.

Two New Endorsements, Elise Rupinski

Virginia Dental Journal

No abstract provided.

An Osha Inspection, Henry M. Botuck Dds

Virginia Dental Journal

No abstract provided.

Diy Dentistry?, Kirk Norbo Dmd

Virginia Dental Journal

No abstract provided.

Va Dent J April, May And June 2019

Virginia Dental Journal

No abstract provided.

Developing Self-Determination Through Physical Activity Courses In Inclusive Post-Secondary Education Programs, Shannon P. Zimmerman, Samantha Ross-Cypcar, Peter R. Giacobbi, Lesley Cottrell, Emily Murphy, Andrea Taliaferro, Jeanette Garcia

Developmental Disabilities Network Journal

Adults with intellectual and developmental disabilities (IDD) often experience low physical activity levels, with only 23% meeting recommended guidelines, increasing their risk for secondary health conditions. Inclusive Post-Secondary Education (IPSE) programs in the U.S. present an opportunity for physical activity promotion. This study examined physical activity strategies across a national sample of IPSE programs (n = 27) using a sequential mixed-method approach, including surveys and follow-up interviews, focusing on alignment with Self-Determination Theory (SDT). While 70.37% of programs offered formalized physical activity courses, all promoted physical activity informally. Common practices included peer mentorship (96.3% of programs), goal setting (100%), and …

Measuring Disability Prevalence In Healthcare: A Study Comparing Two Disability Measures, Kristen L. Milefchik, Rhonda K. Dailey, Sharon Milberger

Developmental Disabilities Network Journal

People with disabilities experience significant health disparities and interventions are needed to address them. Measuring disability prevalence is an essential aspect of designing effective, data-driven healthcare strategies. Accurately measuring disability prevalence is challenging given disability is a complex phenomenon, with biological, social, environmental, and cultural components. Previous studies have compared a variety of disability status measurements and found that measurements were incongruent with each other. This study examines the concordance between disability status using two different measures: the nationally recognized American Community Survey (ACS-6) functional difficulty questions and one disability identity question. We used data from 3,621 adult patients participating …

Construction Of A Geiger-Müller Counter, Katie Siobhan Bennett, Benjamin Allen Murdoch

Undergraduate Research and Engagement Symposium

Our investigation describes the construction of a Geiger-Müller Counter from an Arduino Uno kit. With the use of some resistors, a breadboard, DC powersource and a Geiger tube, and other miscellaneous supplies, we were able to not only physically build the circuitry for the Geiger-Müller Counter, but we were also able to program it to produce sounds, lights, and a display screen to show the count rate of the sources used. This investigation allowed for a comparison between our system and an industrial-grade counter, as well as demonstrated the simplicity of creating expensive equipment with accessible and affordable materials.

Innovative Framework And Checklist For Enhancing Interprofessional Education: A Literature Review Of Program Design, Delivery, And Outcome Measurement, Stacy Castronova, Lori Rainchuso

Journal of Innovation in Health Sciences Education

Introduction: This dual-focused study aimed (1) to conduct a comprehensive literature review of interprofessional education (IPE) initiatives across health disciplines to examine collaboration patterns, delivery methods, validated assessment tools, and outcome measures and (2) to develop an evidence-informed framework and checklist, based on the findings and identified gaps, to improve the standardization and reporting of IPE programs.

Methods: A comprehensive literature search was conducted across three professional databases, targeting peer-reviewed publications from 2012 to 2024. Inclusion criteria prioritized studies that provided detailed descriptions of IPE intervention delivery, utilized validated measurement tools, and demonstrated participant engagement to ensure the selection …

Greatness In Now - The Class Of 2019 Remembers A Classmate, Richard F. Roadcap Dds

Virginia Dental Journal

No abstract provided.

Strength In Numbers - Members Descend On Washington, Laura Givens

Virginia Dental Journal

No abstract provided.

What's Up Pac?, Laura Givens

Virginia Dental Journal

No abstract provided.

Dental Benefits Expert - Giving You A Fighting Chance, Laura Givens

Virginia Dental Journal

No abstract provided.

Brush Up On Marketing, Kelsey Leavey

Virginia Dental Journal

No abstract provided.

Board Of Dentistry Notes June 21, 2019, Ursula Klostermyer Dds, Phd

Virginia Dental Journal

No abstract provided.

How Dirty Is Your Office's Bathroom?, Henry M. Botuck Dds

Virginia Dental Journal

No abstract provided.

Va Dent J July, August And September 2019

Virginia Dental Journal

No abstract provided.

Preventative Healthcare With Wings, Ella Bruzek

Research Symposium

Vultures are the most important scavenger species on Earth. They fill a critical niche for ecological and public health by rapidly locating and consuming carrion that may otherwise contaminate soil and water sources, allow for an increase in populations of mammalian scavengers, and lead to disease outbreaks. Vulture populations worldwide are declining. Of the six vulture species in South Africa, all species are classified as either vulnerable, endangered, or critically endangered. Ongoing threats such as black market activity, poisoning, and other forms of poaching continue to drive this population loss. This is frightening considering that in South Asia, where vulture …