Digital Commons Network^™

Status Of The Western Australian Pastoral Rangelands 2025 - Total Vegetative Cover And Cover Risk, Department Of Primary Industries And Regional Development, Western Australia

Natural resources published reports

DPIRD monitors and reports on the vegetation condition of pastoral rangelands in Western Australia. Two levels of reporting are provided: every 5 years a full report details the state, trend and risk of decrease of vegetation condition in the pastoral rangelands using information derived from remotely sensed and on-ground data; in the intervening years, short reports are provided based on remotely sensed data (this report).

This report is based on remotely sensed vegetation cover data, rainfall data, livestock data and station-level rangeland condition assessment (RCA) data available in November 2025. Data is presented for 23 land conservation districts (LCDs) across …

Introducing A New Frontier In The Journal Of Pediatric Rehabilitation Medicine: An Interdisciplinary Approach Throughout The Lifespan: The Pediatric Brain Injury Section, Michael Green, Glendaliz Bosques, Kimberly Davis, Brenda Eagan-Johnson, Carty Husted

Faculty, Staff and Student Publications

No abstract provided.

Does Law Constitute Society?, Jeremy K. Kessler

Faculty Scholarship

The resistance of capitalist inequality to legal reform has led a growing number of scholars to reconsider the explanatory virtues of Marxist legal thought. But what are those virtues? Some scholars hold that what makes Marxist legal thought special is its ability to explain the development of legal relationships in terms of the development of extra-legal relationships — specifically, the relations of production as they adapt to changes in the productive forces. Other scholars argue that this focus on the causal process by which extra-legal change (or stasis) drives legal change (or stasis) is too reductive. They contend that Marxist …

Analysis Of Pediatric Cervical Spine Injury Evaluation Workflow In The Emergency Department, Annie J Truelove, Megan E Gregory, Fahd A Ahmad, Sean P Pajak, Nicole C Hammer, Daniel Corwin, Leah Tzimenatos, Scott O King, Matthew Szadkowski, Martin J Herman, Julie C Leonard

2020-Current year OA Pubs

OBJECTIVES: The decision to image children for cervical spine injuries (CSI), an uncommon injury with high associated morbidity and mortality, is complex. X-rays and computed tomography are often used to screen for CSI; however, radiation exposure increases lifetime cancer risk. We recently developed a CSI prediction rule to inform pediatric imaging decisions. To guide implementation, we conducted a workflow analysis of CSI screening in children after blunt trauma.

METHODS: We interviewed emergency departments (ED) and trauma clinicians at 21 hospitals following the applied cognitive task analysis task diagram, knowledge audit, and simulation interview approaches. Interviews were coded using a combined …

Prediabetes Associates With Musculoskeletal Alterations Independent Of Total Body Adiposity, Alan Fappi, Clifton J Holmes, Chao Cao, Vasavi Shabrish, Aman P Aher, Karen Shen, Paul K Commean, Dwight A Towler, Dominic N Reeds, Gretchen A Meyer, Bettina Mittendorfer

2020-Current year OA Pubs

BACKGROUND: Excess adiposity is a major risk factor for insulin resistance, prediabetes, and Type 2 diabetes and increases the risk for sarcopenia and osteosarcopenia later in life. It has been proposed that altered metabolic function and musculoskeletal status in people with obesity are directly linked, presumably because they share common pathophysiological mechanisms. However, the effect of metabolic dysfunction, independent of adiposity, on musculoskeletal status is unknown.

METHODS: We performed a comprehensive assessment of musculoskeletal status in people with overweight/obesity and prediabetes (n = 12; 72% women; age: 67 ± 6 years; weight: 81 ± 11 kg; mean ± SD) and …

Association Of Sleep Disturbance With Survival After Colorectal Cancer Diagnosis: Results From The Colocare Study, Anita R Peoples, Adetunji T Toriola, Et Al.

2020-Current year OA Pubs

INTRODUCTION: Sleep problems are common among cancer patients. The relationship between sleep disruption and clinical outcomes after colorectal cancer (CRC) diagnosis remains poorly understood. We investigated associations of sleep disruption with survival and recurrence in patients with CRC.

METHODS: CRC patients with stages I-IV (N = 895) were included in this study. Self-reported sleep disturbance was assessed presurgery using the sleep item from the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire-Core-30 and classified into "no/mild" or "moderate/severe" sleep disturbance. Cox-proportional hazard models were computed (HRs and 95% confidence intervals) to investigate associations of sleep disturbance …

In-Silico Trial Of Same-Day Simulation-Free Spatially Fractionated Adaptive Radiotherapy (Sf2-Art), Dennis N Stanley, Alyssa R Birchmeier, Carlos E Cardenas, Richard A Popple, Natalie Viscariello, Joel A Pogue, Courtney B Stanley, Mehran Yusuf, Michael Soike, Samuel R Marcrom, Joseph Harms

2020-Current year OA Pubs

PURPOSE: Here we present an in-silico trial of the feasibility and deliverability of a same-day, simulation-free workflow for spatially fractionated adaptive radiotherapy (SF

METHODS AND MATERIALS: Ten patients (five thoracic and five extremity), previously treated with spatially fractionated radiotherapy (SFRT), were selected for this in silico trial. A two-phase regimen was simulated: Phase 1 delivered 12 Gy SBRT to a uniform, predefined high-dose lattice and 4 Gy to the gross tumor volume (GTV); Phase 2 consisted of 4 additional fractions of 4 Gy to the GTV. The planning workflow was performed entirely in silico, without the need for CT simulation. …

Accelerated Diffusion Basis Spectrum Imaging With Tensor Computations, Kainen L Utt, Jacob S Blum, Donsub Rim, Sheng-Kwei Song

2020-Current year OA Pubs

This paper introduces an advanced framework for accelerated processing of diffusion-weighted imaging (DWI) data that utilizes an entire-image modeling approach to optimize the estimation of diffusion parameters from DWIs by mapping input diffusion data to predicted signals and estimating parameter values via a stochastic gradient descent optimizer (Adam). To validate this approach, we applied this framework to diffusion basis spectrum imaging (DBSI) and analyzed in vivo human brain and ex vivo mouse brain DWIs. Results demonstrate significant improvements to computational speed and signal-to-noise ratio (SNR) in estimated parameter maps compared to standard DBSI. Our approach is applicable to any diffusion …

Loss Of Beta-Cell Identity And Function As A Mechanism Of Secondary Failure Of Sulfonylurea Therapy In Diabetes, Sumit Patel, Zihan Yan, Maria S Remedi

2020-Current year OA Pubs

Sulfonylureas, commonly used to treat type 2 diabetes (T2D), often lose effectiveness over time when used as monotherapy; however, the underlying mechanisms remain unclear. To investigate the mechanisms of sulfonylurea failure, glibenclamide-releasing pellets were implanted in KK mice, a polygenic model that spontaneously develops T2D. KK mice receiving placebo pellets (KK-Placebo) developed hyperglycemia, hyperinsulinemia, glucose intolerance, and insulin resistance. Notably, KK mice implanted with glibenclamide (KK-Glib) showed improved blood glucose levels during the first 7 days, returning to KK-Placebo levels thereafter. KK-Glib mice exhibited reduced plasma insulin levels and insulin secretion in response to a glucose challenge compared with the …

Risk Factors For Complication And Reoperation In The Treatment Of Discoid Lateral Meniscus In Children And Adolescents: A Multicenter Study, Suzanna Ohlsen, Jeffrey J Nepple, Et Al.

2020-Current year OA Pubs

BACKGROUND: The discoid lateral meniscus (DLM) is a common congenital abnormality of the meniscus. Tears are common, and initial treatment is often not definitive, leading to a spectrum of complications, including persistent symptoms, meniscal insufficiency, osteochondral defects, and recurrent tears potentially requiring reoperation.

PURPOSE: To determine demographic, injury, and perioperative risk factors that increase the likelihood of complications and reoperation after treatment in patients with DLM.

STUDY DESIGN: Case series; Level of evidence, 4.

METHODS: Patients surgically treated for DLM from 9 institutions between 2000 and 2020 were reviewed. Data on demographics, presenting symptoms and signs, surgical findings and treatments, …

Nude: A Transition To Subjectivity In Japanese Art And Beauty, Bomi Park

Armstrong Undergraduate Journal of History

This essay examines the tumultuous shift the Meiji Era of Japan encountered towards conventions of arts and the notion of ‘beauty,’ visually analyzed through the collisions in the depiction of nudes. Nudity identifies westernization and a new input in the Japanese arts system, becoming a hybrid of tradition and modern. Accompanied by the early influence pioneered through Kuroda Seiki and the creation of a lineage and teaching of yoga art—the appropriation of Western art practices. This essay highlights that this convention of beauty, wherever it comes from and taught by precursors, capturing and expressing an ambiguous concept of ‘beauty,’ can …

One Step Forward, Three Steps Back: Picturing Working Men And Women In New Deal Government-Sponsored Art, Gabrielle Wills

Armstrong Undergraduate Journal of History

The Depression era introduced both unprecedented and reoccurring anxieties that deeply affected average Americans. The question of how to respond aesthetically to major issues of economy, social instability, and an unsure future led artists to follow a canon of popular art that pointed to the idealized solidarity of an American people bonded by an imagined national community. Government-sponsored artists distilled ideals of national identity and unity in their depictions of working men and women, ignoring regional tensions and differences that had once divided the nation into disparate entities.

A Feminine Flame In The Midst Of Repression: The Concealed Role Of Women In The Isolated Siberian Tundra, Jenny N. Liang

Armstrong Undergraduate Journal of History

The modern Russian state is distinctive in her history of utilizing the isolated Siberian tundra for eliminating political dissent, with millions of dissidents disappearing into penal colonies, labor camps, and gulags, some never to reappear. Of the incomprehensible mass of numbers are the stories of steadfast wives refusing to abandon their husbands, women surviving the brutal political prison camps, and girls manipulated as political pawns into Siberia. In a historically patriarchal Slavic society, the stories of women have been conveniently pushed aside. The distinctive Russian practice of exiling political dissidents to the remote Siberian tundra has led to stories of …

A Place Called Yellow Stone: A Reflection On American Identity And Conservation, Shatavya Phakornkham

Armstrong Undergraduate Journal of History

No abstract provided.

Review Of China’S New Youth: How The Young Generation Is Shaping China’S Future, Douglas Iwama

Armstrong Undergraduate Journal of History

No abstract provided.

The Poly Problem In Zoning: Redefining "Family" For A Changing Society, Aric K. Short, Tanya Pierce

Faculty Scholarship

Single-family zoning has long dictated not only where people may live but also with whom. Although extensively critiqued for perpetuating racial and economic exclusion, these laws also privilege relationships defined by blood, marriage, or adoption and marginalize nontraditional families. This Article focuses on a particularly overlooked group: polyamorous families who often face legal uncertainty, social exclusion, and housing discrimination due to restrictive zoning definitions of “family.”

As polyamory gains cultural visibility and increasing legal recognition—through West 49th Street, LLC v. O’Neill and municipal reforms in cities like Somerville and Cambridge—now is the time to examine zoningÊs role in reinforcing outdated …

Is History Precedent?, Allison Orr Larsen

Faculty Publications

It has been just over three years since the Supreme Court instructed lower courts to evaluate Second Amendment challenges by examining history and tradition. And it is no secret that the courts have struggled. This Article tackles a phenomenon that is born of that struggle. Overwhelmed by the task of evaluating historical claims, lower courts instead are turning to other judges as authorities on history. They are using what I call in this Article “historical precedents”—meaning language about history from an older decision that the subsequent judge then treats as authority, not as part of a legal rule but for …

Recommended Best Practices For Construct-Centered Adaptation Of The Harmonized Cognitive Assessment Protocol, Emily M. Briceño, Darina T. Bassil, Pranali Khobragade, Anthony Ngugi, Martine El Bejjani, Eric Ochieng, Silvia Mejia-Arango, Salima Douhou, Kazione Kulisewa

School of Medicine Publications

Objectives: The Harmonized Cognitive Assessment Protocol (HCAP) neuropsychological assessment approach aims to support the collection of harmonizable data on cognitive function for cross-national cognitive aging and dementia research. As the measurement of cognition is sensitive to differences in contextual, cultural, educational, linguistic, social, and other factors that may influence cognitive test performance, HCAP requires adaptation to be appropriate for the contexts in which it is administered. We aim to provide methodological recommendations for the adaptation and implementation of the HCAP and other cognitive data collection tools in novel settings.

Methods: We drew from existing guidelines on cross-cultural psychological test adaptation …

Postscript: A Digital Inquiry Into Inherited Memory, Alexander Lee

Dissertations, Theses, and Capstone Projects

This Capstone project explores the intimate mechanics of family memory through digital interfaces and media, centering on a set of more than fifty letters my late grandmother wrote in 1947 during a four-month journey across Europe. Through a series of digital interventions — including mapping, text analysis, and interactive storytelling — Postscript captures the process of my own memory formation as I connect to my grandmother's legacy. The project specifically engages with digital technologies' unique affordances (like interactivity and nonlinearity) to interrogate how digital methods of analysis and expression can develop, as well as distort, modes of relationality and identity. …

Quantitative Analysis Of Robustness-Based Versus Let-Based Optimization In Intensity-Modulated Proton Therapy For Pediatric Brain Tumors, Fariha Kabir Torsha, Gino Lim, Hadis Moazami Goudarzi, Radhe Mohan, David Grosshans

Faculty, Staff and Student Publications

Purpose: To perform a quantitative analysis of the trade-off between robustness-based and linear energy transfer (LET)-based optimization of intensity-modulated proton therapy for anatomically challenging pediatric brain tumor cases.

Methods: Three pediatric brain tumor patients were included in this study. Three plans were generated for each case based on: (1) nominal optimization, without considering uncertainties and LET; (2) robust optimization, including proton range and patient setup uncertainties; and (3) LET optimization, considering increasing LET in the target and reducing LET in normal tissues. All plans were optimized with individually fine-tuned objective weighing to obtain highest achievable target coverage and meet dose …

Retrospective Analysis Of Cutaneous Immune-Related Adverse Events Following Checkpoint Inhibitor Therapy In Melanoma Patients Reveals Increased Risk Associated With The Hla-B*51:01 Allele, Mckenzie Dileo, Samantha Oglesby, Cheuk Hong Leung, Kristen E Pauken, Sahira Farooq, Shelby L Kubicki, Macartney Welborn, Sana Zahiruddin, Jun Zou, Kai Cao, Anisha B Patel

Faculty, Staff and Student Publications

Background: While immune checkpoint inhibitors (ICIs) have shown significant efficacy, a common side effect is cutaneous immune-related adverse events (irAEs). This study focuses on exploring the association between specific human leukocyte antigen (HLA) alleles and the development of cutaneous irAEs in melanoma patients undergoing ICI monotherapy and combination therapy. As certain HLA types are indicative of susceptibility to autoimmune diseases, it was hypothesized that HLA typing could serve as a potential screening tool for identifying patients at increased risk for developing irAEs.

Methods: A retrospective chart review was performed of 515 patients with melanoma who underwent ICI therapy, either as …

Investigating The Oxygen Dependence Of Flash-Rt Using Electron Paramagnetic Resonance Imaging, Trey Waldrop, Grace Murley, Brett Velasquez, Elise Konradsson, Denae Neill, Alan Lopez Hernandez, F William Schuler, Jorge De La Cerda, Ziyi Li, Mark D Pagel, Emil Schüler

Faculty, Staff and Student Publications

Purpose: The FLASH effect occurs when radiation given at ultra-high dose rates spares healthy tissue while achieving isoeffective tumor control relative to conventional (CONV) dose rate irradiation. Limited data has implicated oxygen in the FLASH effect. This study investigated the effect of tissue oxygen tension (pO2) on gastrointestinal (GI) FLASH sparing in mice.

Methods: pO2 was quantified in vivo by electron paramagnetic resonance imaging (EPRI)- noninvasive oximetry through spin probe injection and magnetic resonance co-registration- and a phosphorescent quenching microsensor. B6(Cg)-Tyrc-2 J/J female mice were imaged while breathing 10%, 21%, and 95% oxygen. C57BL/6 mice of both sexes underwent microsensor …

Leveraging Large Language Models For Heuristic Usability Assessment Of Medical Software: Insights With The Radiation Planning Assistant, Laurence E Court, Jacobus Smit, Lourens Strauss, William Shaw, Andrea Marais, Nanette Joubert, Shona Badre, Graeme L Lazarus, Thekiso Khotle, Lauren Netherton, Wanda Van Heerden, Carlos Cardenas, Monica Serban, Jan Seuntjens, Christine V Chung, Pavel Govyadinov, Meena Khan, Saurabh Nair, Tucker Netherton, Lifei Zhang

Faculty, Staff and Student Publications

Background: Usability engineering is essential for ensuring the safety and effectiveness of medical software, as design-related issues are a leading cause of use errors in clinical settings. Heuristic evaluation provides a practical approach to identifying usability problems, but its outcomes depend heavily on expert interpretation. Large Language Models (LLMs), such as ChatGPT, offer a potential means to augment heuristic evaluation by generating structured, context-aware usability feedback. This study explored the use of ChatGPT to support heuristic assessment of the Radiation Planning Assistant (RPA), a web-based radiotherapy planning tool designed to support clinical teams in low- and middle-income countries.

Methods: ChatGPT …

Development And Implementation Of An Mri-Only Simulation, Planning, And Treatment Workflow For Prostate Radiotherapy Using Synthetic Ct On Mr-Linac, Reza Reiazi, Yao Ding, Sarath Vijayan, Jinzhong Yang, Ergys Subashi, Belinda M Lee, Vi T Dinh, Greg L Swiedom, Jie Deng, Mu-Han Lin, Peter Balter, Rajat J Kudchadker, Elaine E Cha, Seungtaek Choi, Yusung Kim, Eun Young Han, Surendra Prajapati

Faculty, Staff and Student Publications

Purpose: We evaluated the feasibility of a magnetic resonance (MR)-only simulation, planning, and treatment (MROSPT) workflow for prostate cancer patients using synthetic computed tomography (sCT) generated from magnetic resonance imaging (MRI) data. By validating sCT-based dose calculations, we aimed to streamline radiotherapy workflows, eliminate the need for CT simulation, and enable reliable clinical implementation of MR-based radiotherapy for MR-linac (MRL).

Methods: We developed a comprehensive workflow encompassing the entire process from initial consultation to treatment delivery. After developing the workflow, a retrospective dosimetric validation study was performed on nine men with prostate cancer. They underwent CT and MRI simulations, and …

Cardiometabolic Indicators Of Cognitive Impairment In The Cameron County Hispanic Cohort, Fadi I Musfee, Seema Agarwal, Vahed Maroufy, Chelsea Liu, Joseph B Mccormick, Sean I Savitz

Faculty, Staff and Student Publications

Background

Objective

Methods

Impact Of Treatment Interruption On Outcomes In Head And Neck Cancer: Nrg/Rtog Secondary Analysis, Laila A Gharzai, Emily Morris, Matthew J Schipper, Kelley M Kidwell, Phuc Felix Nguyen-Tân, Maura L Gillison, Adam S Garden, Shlomo A Koyfman, Jimmy J Caudell, Dukagjin M Blakaj, Neal E Dunlap, Greg A Krempl, John M Longo, Christopher U Jones, Michael F Gensheimer, Thomas J Galloway, Lyudmila Demora, Quynh-Thu Le, Jennifer L Shah, Krithika Suresh, Michelle Mierzwa

Faculty, Staff and Student Publications

Importance: Historical evidence demonstrated that delays or interruptions in radiotherapy (RT) are associated with poorer oncologic outcomes in head and neck squamous cell carcinoma (HNSCC). Substantial concerns arose during the COVID-19 pandemic, when treatment schedules were frequently disrupted.

Objective: To determine the association of RT interruptions with locoregional failure (LRF) and overall survival (OS).

Design, setting, and participants: This retrospective review and secondary analysis of 3 randomized clinical trials (NRG/RTOG 0129, 0522, and 1016) included patients enrolled in the trials who were treated with RT. Patients with HNSCC were grouped as (1) p16-positive oropharynx (p16+ OPSCC) and (2) p16-negative oropharynx …

Hypoglossal Neuropathy In The Pathogenesis Of Fibrosis-Related Late-Radiation Associated Dysphagia: A Correlative Analysis Utilizing Electromyography To Explore The Frequency Of Clinical And Subclinical Neuropathy In A Pilot Dysphagia Trial, Holly Mcmillan, Christine Okoro, Sheila Buoy, Karin Woodman, Nicolaas Anderson, Stephen Y Lai

Faculty, Staff and Student Publications

Background: Late radiation-associated dysphagia (late-RAD) commonly presents in patients with signs of hypoglossal neuropathy, with hallmark clinical features including lingual atrophy, deviation, and fasciculation. Gold-standard electromyography (EMG) has not been used to explore the frequency of hypoglossal neuropathy in patients with late-RAD.

Methods: Exploratory post hoc secondary analysis of MANTLE trial (NCT03612531) was completed. The presence of cranial nerve XII (CN XII) neuropathy was classified by (1) features of clinical assessment as well as (2) intramuscular genioglossus EMG pre-MANTLE intervention in disease-free HNC survivors ≥ 2 years post-radiotherapy (RT) with grade ≥ 2 fibrosis and dysphagia.

Results: All …

Circulating Fatty Acid Binding Protein 4 (Fabp-4) Concentrations And Mortality In Individuals With Colorectal Cancer In The European Prospective Investigation Into Cancer And Nutrition Study, Thu Thi Pham, Katharina Nimptsch, Krasimira Aleksandrova, Mazda Jenab, Veronika Fedirko, Anne Tjønneland, Gianluca Severi, Matthias B Schulze, Renée Turzanski Fortner, Verena Katzke, Claudia Agnoli, Carlotta Sacerdote, Rosario Tumino, Simona Signoriello, Camino Trobajo-Sanmartín, Jesús-Humberto Gómez, María-Dolores Chirlaque, Maria-Jose Sánchez, Marta Crous-Bou, Anne May, Alicia Heath, Dagfinn Aune, Elisabete Weiderpass, Tobias Pischon

Faculty, Staff and Student Publications

Human fatty acid binding protein‐4 (FABP‐4), a protein elevated in obesity that promotes colon cancer cell invasiveness and metastasis, may be associated with higher mortality in individuals with colorectal cancer (CRC) and may serve as a mediator of the obesity–mortality association in these individuals. We used a causal diagram to inform covariate selection and applied Cox proportional hazards models to estimate hazard ratios (HRs) for CRC‐specific, non‐CRC‐specific, and all‐cause mortality by FABP‐4 levels measured in baseline blood samples from 1371 incident CRC cases from the European Prospective Investigation into Cancer and Nutrition cohort. Competing risk analyses were adapted for CRC …

Neurological Recovery After Ich Is Mediated By The Aryl Hydrocarbon Receptor-Bilirubin Interplay Through Improved Erythrophagocytosis, Xiurong Zhao, Shun-Ming Ting, Guanghua Sun, Jaroslaw Aronowski

Faculty, Staff and Student Publications

Hematoma clearance after ICH is a pro-hemostatic process aiming at repair/recovery and is achieved through microglia/macrophages (MMΦ)-mediated erythrophagocytosis. Upon the engulfment of masses of erythrocytes and toxic hemolysis products, hemoglobin and heme, phagocytes convert them to bilirubin (BrB). Bilirubin is essentially not soluble in water and when overproduced, it precipitates within the cell causing injury. Thus, keeping bilirubin soluble and at a low intracellular level is needed for proper function of MMΦ. Here, using cultured microglia (MG), we found that intracellular formation of BrB in microglia during erythrophagocytosis coincides with the activation of transcription factor AhR, and AhR target genes …

The American College Of Radiology Diagnostic Fluoroscopy Dose Index Registry Pilot: Dosimetric Performance And Benchmarking Challenges, Steve D Mann, Donald L Miller, Grant Fong, Allen R Goode, Emily L Marshall, Pavlina Boxx, Celalettin Topbas, Alan H Schoenfeld, Vivek Singh, Jie Zhang

Faculty, Staff and Student Publications

Background: The ACR Diagnostic Fluoroscopy Dose Index Registry (DIR-Fluoro) is expanding to include diagnostic fluoroscopy. Variations in dose reference points and overhead radiography events may introduce unique challenges for benchmarking.

Purpose: To survey the technological status and dosimetric performance of fluoroscopes participating in the DIR-Fluoro pilot project, focusing on longitudinal stability and variability of fluoroscopic dose reporting accuracy across multiple institutions and vendors.

Methods: Sixty-six fluoroscopic systems from nine institutions (24 facilities) were surveyed for facility type, fluoroscope type, image receptor type, age, dose reporting capabilities, and other key features. Of these, 56 were evaluable. Semi-annual measurements assessed reference air …