Digital Commons Network^™

Generalizing Networks To Address Data Imbalance For Facial Action Unit Recognition, Andrew W. Sumsion

Theses and Dissertations

Facial action unit (AU) recognition is used in a variety of downstream applications, including sign language translation, dementia detection, pain detection, and other high-impact tasks that require understanding facial motion. Although AU recognition is a well-established field, a number of unresolved issues remain. An initial problem is the need to improve overall performance on the benchmark datasets, as measured by the average F1 score. Also, the performance across all individual AUs, not just the average F1 score, needs to be increased. Recently, the field has shifted its attention towards ensuring that AU recognition models generalize beyond the distributions represented in …

Exploring The Influence Of Environmental Motivations On Consumer Attitudes And Purchase Intentions Toward Upcycled Foods, Peng Lu, Jennifer Waldeck, Keith Weber, Hualu Zhou

Communication Faculty Articles and Research

Food loss and waste (FLW) present pressing environmental and economic challenges. Upcycling technologies provide a sustainable pathway by transforming food by-products into value-added products; however, consumer acceptance remains a critical barrier. Guided by Self-Determination Theory (SDT), this study investigates how environmental motivations influence consumers’ attitudes and purchase intentions toward milk enriched with upcycled peanut skins. Data were collected from a nationally representative sample of 1488 U.S. adults. Structural equation modeling (SEM) was employed to test hypothesized relationships among motivational constructs, and cluster analysis was used to identify consumer segments based on motivational profiles. The results show that intrinsic motivation and …

2026 March 17 - Medical Student Education Committee Minutes, Medical Student Education Committee, East Tennessee State University

Medical Student Education Committee Minutes

No abstract provided.

From Flat To Form- Shoulder Cluster Darts, Lauryn White

SPARK Symposium Presentations

This design explores the transformation of a basic bodice by relocating the waist dart to the shoulder to create a clustered effect of three smaller darts. The method used to achieve this is the slashing technique, which allows for controlled redistribution of dart intake. By closing the original waist dart, three evenly distributed darts are opened at the shoulder. This approach enhances both the visual interest and structural design of the garment.

Equity And Diversity Minutes 03/17/2026, Equity And Diversity Committee

Equity and Diversity Committee

No abstract provided.

Steering Minutes 03/17/2026, Steering Committee

Steering Committee

No abstract provided.

Student Affairs Minutes 03/17/2026, Student Affairs Committee

Student Affairs Committee

No abstract provided.

Geology Lab Activities An Open Educational Resource For Community College Students And Instructors, Rondi Davies, Ari Nakamura

Open Educational Resources

I'm delighted to present the updated version of Geology Lab Activities, initially developed during the COVID-19 pandemic for online learning. As we have returned to the classroom, this revised edition remains a versatile educational tool for community college students, adaptable for both online and in-person classes.

This manual combines my preferred open-access materials with my own contributions, forming a cohesive resource for non-major geology students. Thanks to a CUNY OER grant, I partnered with graphic designer Ari Nakamura, whose innovative and elegant design has truly elevated the book.

Our labs are crafted to be engaging and relevant for non-major …

Southgate Owners Corp. V. Esposito

All Decisions

The Appellate Division affirmed the Supreme Court's dismissal of a cooperative landlord's action seeking to retroactively collect 30 years of maintenance fees for additional shares allocated to a tenant. The court found that the proprietary lease's plain language only allowed maintenance collection from the date of issuance, not retroactively. The landlord's claim was also time-barred. Additionally, the court affirmed the grant of attorneys' fees to the tenant under the proprietary lease's reciprocal provision, Real Property Law § 234, because the tenant successfully defended the action to enforce purported obligations.

Tet Cpg Sequence-Context-Specific Dna Demethylation Shapes Progression Of Idh-Mutant Gliomas., Youri Hoogstrate, Santoesha A Ghisai, Levi Van Hijfte, Rania Head, Iris De Heer, Marta Padovan, Maurice De Wit, Wies R Vallentgoed, Angelo Dipasquale, Maarten M J Wijnenga, Bas Weenink, Rosa Luning, Sybren L N Maas, Adela Brzobohata, Michael Weller, Tobias Weiss, Maximilian J Mair, Anna S Berghoff, Adelheid Wöhrer, Albert Jeltsch, Johan A F Koekkoek, Hans M Hazelbag, Mathilde C M Kouwenhoven, Yongsoo Kim, Bart A Westerman, Bauke Ylstra, Anneke M Niers, Kevin C Johnson, Frederick S Varn, Roel G W Verhaak, Mustafa Khasraw, Martin J Van Den Bent, Pieter Wesseling, Pim J French

Faculty Research 2026

Treatment decisions in IDH-mutant oligodendrogliomas are shaped by tumor aggressiveness, underscoring the need for objective grading of these malignant brain tumors. We collect 302 primary and recurrent resections from oligodendrogliomas and perform Ki-67 staining, proteomics, and DNA methylation profiling. During tumor progression, DNA methylation of oligodendrogliomas changes along a continuum. This continuum is linked to increased epigenetic aging, methylation of transcription factors and Ki-67+ cell density, and large-scale DNA demethylation. Demethylation correlates with CpG flanking sequences preferred by TET enzymes. We confirm these findings in previously profiled astrocytomas, indicating IDH-mutant gliomas progress along a shared epigenetic axis. We develop an …

Rethinking Ratio-Based Normalization Towards Model-Based Approaches In Heart Weight Analysis., Manuela A Oestereicher, Patricia Da Silva-Buttkus, Valérie Gailus-Durner, Susan Marschall, Helmut Fuchs, Impc Consortium, Martin Hrabě De Angelis, Elida Schneltzer, Nadine Spielmann

Faculty Research 2026

Heart weight (HW) is a critical parameter in cardiology and mouse research, commonly normalized to body weight (BW) or tibia length (TL) to account for size differences. Ratio-based normalization, however, assumes strict proportionality between variables, an assumption that is rarely tested and may bias group comparisons. We analysed HW, BW, and TL measurements from over 25,000 C57BL/6N wildtype mice generated by the International Mouse Phenotyping Consortium. Sex- and age-stratified analyses were combined with simulation-based modelling to evaluate empirical scaling relationships and the statistical behaviour of ratio-based normalization. Across all age and sex groups, correlations between HW, BW, and TL were …

New Viability Assays For Acanthamoeba Castellanii Trophozoites And Cysts Allow Rapid Assessment Of Drug Activity., Carrie A Flynn, Rebecca I Colón-Ríos, Andrew Harmez, William F Flynn, Barbara I Kazmierczak

Faculty Research 2026

Pathogenic free-living amoebae such as Acanthamoeba castellanii are present in soil and water worldwide. A. castellanii causes systemic infections with very high mortality rates, yet drugs specifically targeting this pathogen are not available. Methods to reliably generate and assay cysts, which drive infection recurrence and drug resistance, are unavailable in a high-throughput format suitable for drug screening and testing. In this study, we developed a robust and reproducible protocol for encysting A. castellanii as well as a high-throughput, quantitative cyst viability assay using fluorescent live/dead staining coupled with microscopy and automated image analysis. These methods, coupled with optimized techniques for …

Tet Cpg Sequence-Context-Specific Dna Demethylation Shapes Progression Of Idh-Mutant Gliomas., Youri Hoogstrate, Santoesha A Ghisai, Levi Van Hijfte, Rania Head, Iris De Heer, Marta Padovan, Maurice De Wit, Wies R Vallentgoed, Angelo Dipasquale, Maarten M J Wijnenga, Bas Weenink, Rosa Luning, Sybren L N Maas, Adela Brzobohata, Michael Weller, Tobias Weiss, Maximilian J Mair, Anna S Berghoff, Adelheid Wöhrer, Albert Jeltsch, Johan A F Koekkoek, Hans M Hazelbag, Mathilde C M Kouwenhoven, Yongsoo Kim, Bart A Westerman, Bauke Ylstra, Anneke M Niers, Kevin C Johnson, Frederick S Varn, Roel G W Verhaak, Mustafa Khasraw, Martin J Van Den Bent, Pieter Wesseling, Pim J French

Faculty Research 2026

Treatment decisions in IDH-mutant oligodendrogliomas are shaped by tumor aggressiveness, underscoring the need for objective grading of these malignant brain tumors. We collect 302 primary and recurrent resections from oligodendrogliomas and perform Ki-67 staining, proteomics, and DNA methylation profiling. During tumor progression, DNA methylation of oligodendrogliomas changes along a continuum. This continuum is linked to increased epigenetic aging, methylation of transcription factors and Ki-67+ cell density, and large-scale DNA demethylation. Demethylation correlates with CpG flanking sequences preferred by TET enzymes. We confirm these findings in previously profiled astrocytomas, indicating IDH-mutant gliomas progress along a shared epigenetic axis. We develop an …

Petroleum Potential Of The Middle–Late Jurassic Source Rocks (Sargelu And Naokelekan Formations) In The Kurdistan Region, Northern Iraq., Karwan Taha Chicho Zebari, Ayad Nuri Faqi Edilbi, Azad Tahir Saeed

Polytechnic Journal

This study evaluates the petroleum generating potential of the Middle-Late Jurassic Sargelu and Naokelekan Formations across distinct tectonic zones in the Kurdistan Region, Iraq. Source rock quality is assessed through geochemical analyses of organic matter (OM) quantity, type, thermal maturity, and key factors influencing hydro-carbon generation. Rock-Eval pyrolysis was performed on outcrop samples from five sections located within the Imbricated and High Folded Zones of the Zagros Fold-Thrust Belt. Results demonstrate significant variability in total organic carbon (TOC) content, hydro-carbon generation potential (as reflected by S1, S2, and genetic potential values.), and kerogen types across these zones. The Sargelu and …

Presidential Search Committee Minutes, Clemson University Board Of Trustees, 2026 March 17, Clemson University Board Of Trustees

Minutes

No abstract provided.

New Viability Assays For Acanthamoeba Castellanii Trophozoites And Cysts Allow Rapid Assessment Of Drug Activity., Carrie A Flynn, Rebecca I Colón-Ríos, Andrew Harmez, William F Flynn, Barbara I Kazmierczak

Faculty Research 2026

Pathogenic free-living amoebae such as Acanthamoeba castellanii are present in soil and water worldwide. A. castellanii causes systemic infections with very high mortality rates, yet drugs specifically targeting this pathogen are not available. Methods to reliably generate and assay cysts, which drive infection recurrence and drug resistance, are unavailable in a high-throughput format suitable for drug screening and testing. In this study, we developed a robust and reproducible protocol for encysting A. castellanii as well as a high-throughput, quantitative cyst viability assay using fluorescent live/dead staining coupled with microscopy and automated image analysis. These methods, coupled with optimized techniques for …

Impact Of Depression And Anxiety On Outcomes Following Muscle-Preserving Transforaminal Lumbar Interbody And Fusion., Sahil Garg, Sean M Muir, Kyle Jamar, Alexa Dietrich, Patrick Young, Sonny Gill

Surgery Articles

Background: The impact of concurrent diagnoses of anxiety and depression has not been extensively studied in spine surgery. We hypothesize that a muscle-sparing technique may be associated with decreased postoperative pain and improved strength postoperatively compared to open techniques, decreasing the stress of the postoperative recovery process. Therefore, this study aims to assess the benefits that a modified muscle-preserving lumbar fusion technique (Wiltse transforaminal lumbar interbody and fusion (W-TLIF)) would have on this subset of patients.

Methods: One hundred twenty subjects who underwent a single-level W-TLIF were identified with a recorded diagnosis status associated with mental health. The subjects underwent …

Professor Monroe Price, Former Cardozo Dean And Distinguished Scholar, Dies At 87, Benjamin N. Cardozo School Of Law

Cardozo Law News Archive

Cardozo School of Law commemorates the life and legacy of Professor Monroe Price, who served as dean from 1982 to 1991 and helped shape the school's growth and academic identity. A pioneering scholar in media law and legal education, Price founded and advanced numerous signature programs at Cardozo while making lasting contributions to intellectual property, communications law, American Indian law, and international legal scholarship.

A Tibial Osteotomy Of The Medial Collateral Ligament Insertion To Improve Visualization Of The Medial Tibial Plateau: A Cadaveric Study, Kathryn A Barth, Ricardo R Tijerina, Adeet Amin, Avrey A Novak, Erik N Mayer, Sabir K Ismaily, John W Munz, Andrew M Choo, Timothy S Achor, Steven J Warner, Jonathan G Eastman, Patrick J Kellam

Faculty, Staff and Student Publications

Objectives: To compare visualization of the medial tibial plateau articular surface using three surgical approaches: medial collateral ligament (MCL) split, femoral epicondyle osteotomy of the MCL origin, and tibial osteotomy of the MCL insertion.

Methods: Seven matched pairs of fresh-frozen adult cadaveric lower extremity specimens (14 knee specimens total) with no evidence of previous surgery were utilized. Through a medial approach to the proximal tibia, the MCL split technique was performed followed by a sub-meniscal arthrotomy. Standardized distraction of the joint was applied using a universal distractor. A three-dimensional digitizer probe was utilized to map the visible articular surface. These …

Using Mobile Devices To Support Outdoor Stem Learning In Rural Contexts: An Embedded Mixed-Methods Study, Jayson Seaman, Amanda Bastoni, Andrew D. Coppens, Cindy L. Hartman, Courtney Lachaine, Katelyn Moscouver, Janet Gronneberg

Faculty Publications

Background: Rural youth face barriers to involvement in effective Science, Technology, Engineering, and Math (STEM) learning experiences, leading to persistent underrepresentation in STEM fields. Purpose: This study examined the feasibility of using mobile devices to engage rural youth in informal STEM learning (ISL) during free-choice, outdoor recreational activities. We assessed outcomes of a 10-month intervention related to STEM interest, identity, and future planning. Method: Fifty-four youth ages 12 to 17 completed monthly STEM challenges delivered via a mobile platform, aligned with connected learning and free-choice learning principles. Surveys measured pre/post changes in STEM supports, STEM confidence, and …

March 17, 2026 Ereporter, University Of Alabama At Birmingham

eReporter (campus newsletter)

No abstract provided.

Fire On Water: The Destructive Forces Behind The Sixteenth Century Naval Battle, Felicia M. Else

Art and Art History Faculty Publications

No abstract provided.

Learning From The Storm: The Impact Of Hurricane Experience On Future Disaster Preparedness, Eren Bilen, Tamara Sheldon, Crystal Zhan

Faculty Publications

Hurricanes and tropical cyclones have become more severe over the past 40 years and are expected to intensify in the future due to climate change. In this paper, we seek to understand how natural disaster experiences shape precautionary economic behaviors in response to future risks. We combine daily, household-level consumer goods purchase data from 2008-2018 with hurricane hit and warning data and use propensity score trimming to obtain a sample of households with a similar probability of receiving a hurricane warning to mitigate the problem of endogenous residential sorting. Using a triple difference-in-differences model, we find that past hurricane experience …

Learning From The Storm: The Impact Of Hurricane Experience On Future Disaster Preparedness, Eren Bilen, Tamara Sheldon, Yi Crystal Zhan

Faculty Publications

Hurricanes and tropical cyclones have become more severe over the past 40 years and are expected to intensify in the future due to climate change. In this paper, we seek to understand how natural disaster experiences shape precautionary economic behaviors in response to future risks. We combine daily, household-level consumer goods purchase data from 2008-2018 with hurricane hit and warning data and use propensity score trimming to obtain a sample of households with a similar probability of receiving a hurricane warning to mitigate the problem of endogenous residential sorting. Using a triple difference-in-differences model, we find that past hurricane experience …

Efficacy And Safety Of Approved Cellular Therapies And Bispecific Antibodies In Solid Tumors: The Current State, Rabab Zehra Jafry, Saba Bilal Qamar, Sohaib Irfan, Muhammad Abbas Abid, Virginia Mohlere, Neha Maithel, Syed Hassan Jafri, Sanjay Awasthi, Samer Srour, Irfan A Vaziri, Muhammad Bilal Abid

Faculty, Staff and Student Publications

Cancer immunotherapy is a broad term including naked antibodies, bispecific antibodies (BsAbs), immune-checkpoint inhibitors (ICIs), chimeric antigen receptor T-cell (CAR-T) therapy, cancer vaccines, activated immune cells, and allogeneic hematopoietic cell transplantation. Recent advances in immune-engaging T-cell therapies have led to significant progress in novel treatments across various cancer types, resulting in prolonged patient survival, mainly in patients with hematologic malignancies. Several CAR T-cell constructs and BsAbs have been approved by regulatory authorities worldwide for relapsed, refractory leukemia, non-Hodgkin lymphoma, and multiple myeloma. Solid tumors are characterized by an immunosuppressive, fibroinflammatory tumor microenvironment (TME) and immune-suppressive cells, such as regulatory T-cells …

From Flat To Form-Asymmetric Curved Darts, Corley Ballard

SPARK Symposium Presentations

This project explores the creation of symmetrical curved darts through pattern manipulation. Using a basic bodice block, the Slashing method is applied to transform traditional darts into fluid, curved lines that contour the body. The design extends into a flared skirt, where waist darts are closed using the same technique to introduce volume and movement, resulting in a cohesive and balanced silhouette.

From Flat To Form- Cowl Neck, Sophie Ellyson

SPARK Symposium Presentations

This cowl neck design showcases the art of dart manipulation and how it can transform one pattern into another. The project began with a basic bodice block and skirt pattern, which are developed into an asymmetrical drop-waist dress. The bodice darts adjusted using the Slashing method and re-traced at half scale, resulting in a cowl neckline with two pleats and a dart. The bodice is then extended to achieve the desired length and asymmetrical dropped waistline. The skirt was developed through draping and hand-pleated to create the intended effect. The addition of 3D flowers along the waistline and scattered throughout …

Genomic Medicine In Pediatrics: What Pediatricians Need To Know Now, Michael Smith, Scott T. Younger

Pediatrics in Practice: A CME Podcast

Genomic medicine is playing an increasingly important role in pediatric care, but it can feel complex for general pediatricians. In this episode of Pediatrics in Practice, Scott Younger, PhD, discusses how genomics is already influencing pediatric diagnosis and care today, common scenarios where genetic insights may be helpful, and why genomic testing can be valuable even when it doesn’t lead to a targeted therapy. This conversation offers practical guidance on when to consider genomics, when to refer, and how pediatricians can partner with genetics and subspecialty teams to support patients and families.

Click here to stream the podcast episode.

Roots In The Garden Workshop, Amelia Koenig, Nadia Lobo, Juliana Muegge, Stella Palumbo, Carly Petersen, Victoria Reyes

Public Health Science Capstones

Roots in the Garden is a hands-on community workshop designed for patients at Roots Community Health Center who are living with type 2 diabetes or heart disease. The program focuses on helping people feel more confident about eating well by building cooking skills, learning about nutrition, connecting with others, and improving access to fresh fruits and vegetables. In partnership with The Forge Garden, participants take part in cooking demonstrations, receive fresh, seasonal produce, and get simple, heart-healthy recipes that fit their health needs. The workshop also creates opportunities to connect with the garden through activities like composting and gardening.

By …

Lacuny Interlibrary Loan Roundtable Meeting Minutes, March 2026, Lacuny

Meeting Minutes

No abstract provided.