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Decarceration & Voting Rights Advocacy, Sophie E. Trudgeon Apr 2026

Decarceration & Voting Rights Advocacy, Sophie E. Trudgeon

Graduate Student Portfolios, Professional Papers, and Capstone Projects

Portfolio detailing my MSW practicum placement at Catalyst MT under the Justice Initiative and the growth that accompanied it.


Msw Portfolio: Grounded In Perpetuity And Well-Being Of The Future Generation, Silver A. Little Eagle Apr 2026

Msw Portfolio: Grounded In Perpetuity And Well-Being Of The Future Generation, Silver A. Little Eagle

Graduate Student Portfolios, Professional Papers, and Capstone Projects

The MSW Portfolio, Grounded in Perpetuity and Well-being of the Future Generation, by Silver Little Eagle (Northern Cheyenne), is an Advanced Integral Practice portfolio submitted in partial fulfillment of the Master of Social Work degree at the University of Montana. Integrating the core competencies outlined by the University of Montana School of Social Work and the Council on Social Work Education, this portfolio draws on the author's identity as an Indigenous social work practitioner, as a citizen of the Northern Cheyenne Tribe, as a Tsé-tsėhéstaestse naa Só'taeo'o woman, as an eldest sister raised by her grandmothers, and as a Youth …


Investigating Social Justice Implications Of Glyphosate Residues In Human Urine, Ananya Malhotra Apr 2026

Investigating Social Justice Implications Of Glyphosate Residues In Human Urine, Ananya Malhotra

Electronic Theses, Projects, and Dissertations

Background: Glyphosate, the nominal active ingredient in professional-grade Roundup weed and grass killer, is the most extensively used herbicide globally and in the United States (U.S. Environmental Protection Agency, 2020). An increasing level of concern has surfaced regarding its health consequences, particularly because of contamination of our food supplies. Recent research indicates distressing levels of detection of glyphosate in human blood and urine samples, revealing many instances of frequent human exposure (Conrad et al., 2017; Zhang et al., 2020).Most of the research about exposure is focused on agricultural workers or individuals living in close vicinity to agricultural lands.  Few …


Evolving Humanity: Educational Leadership And Research In A Technological Age, Winona State University, Matthew G. Howard, Kari J. Johns, Peter Johnson, Kateri J. Johnson, Kelly Muller, Kate Glogowski, Niesha Conley, Sara Welch, Kristin E. Brendt, Cody B. Henrichs, Lance Davis, Kate Macdonald, Jody Shong, Oscar Uribe Mardones, Stacy L. Schilling, Allison R. Grainger, Kristen Fenlason, David E. Kline, Rachel Nihart, Rebecca R. Simataa, Steven M. Baule Apr 2026

Evolving Humanity: Educational Leadership And Research In A Technological Age, Winona State University, Matthew G. Howard, Kari J. Johns, Peter Johnson, Kateri J. Johnson, Kelly Muller, Kate Glogowski, Niesha Conley, Sara Welch, Kristin E. Brendt, Cody B. Henrichs, Lance Davis, Kate Macdonald, Jody Shong, Oscar Uribe Mardones, Stacy L. Schilling, Allison R. Grainger, Kristen Fenlason, David E. Kline, Rachel Nihart, Rebecca R. Simataa, Steven M. Baule

Education Doctorate Books

The essays in this book are selected from Winona State University (WSU) doctoral students as part of the 2025 summer  WSU Doctoral Residency course. The residency course is a core portion of the WSU Education Doctorate Program.

Quote from the back of the book:

Our Doctoral students and doctoral graduate faculty are community members sharing experiences, asking questions, exploring our world, celebrating successes, and learning from missteps. We build and reconstruct our community as we learn, but never forgetting the end goal. We are together on this journey. This is the exciting part of learning. - Rhea Walker, Professor, WSU …


Compliance And Systems Data Management Report: Monthly Waiver Participation Trends, April 2026, Tennessee. Department Of Disability And Aging Apr 2026

Compliance And Systems Data Management Report: Monthly Waiver Participation Trends, April 2026, Tennessee. Department Of Disability And Aging

Compliance & System Data/Reports

This monthly report provides data on various aspects of the department's activities and programs.


Comparative Efficacy Of Oral And Cloacal Administration Of Lactobacillus Probiotics And Postbiotics Against Campylobacter Jejuni Colonization In Broiler Chickens, Shreeya Sharma, Hosni Hassan, Khaled Abdelaziz Apr 2026

Comparative Efficacy Of Oral And Cloacal Administration Of Lactobacillus Probiotics And Postbiotics Against Campylobacter Jejuni Colonization In Broiler Chickens, Shreeya Sharma, Hosni Hassan, Khaled Abdelaziz

Publications

Campylobacter jejuni remains a major cause of foodborne illness worldwide, with poultry serving as the primary reservoir. In the absence of commercial vaccines or effective feed additives, probiotics and their byproducts (postbiotics) represent a promising and sustainable approach to reducing Campylobacter colonization in poultry. This study compared the efficacy of oral and cloacal administration of probiotic lactobacilli and their postbiotics in reducing Campylobacter colonization and modulating the cecal microbiome in broiler chickens. Day-old chicks were assigned to seven treatment groups that received either probiotics (live cells of four poultry-derived Lactobacillus strains: L. reuteri P43, L. acidophilus P42, L. animalis P38, …


Adults And Adolescents With High-Intensity Neurologic Impairment Hospitalized At Children’S Hospitals, Charles Maloy, Matt Hall, Joanna Thomson, Jean-Baptist Lepichon, Henry T. Puls Apr 2026

Adults And Adolescents With High-Intensity Neurologic Impairment Hospitalized At Children’S Hospitals, Charles Maloy, Matt Hall, Joanna Thomson, Jean-Baptist Lepichon, Henry T. Puls

Posters

Introduction: Children with high-intensity neurologic impairment (HINI) account for a sizeable proportion of inpatient resources. As survival into adulthood for children with medical complexity increases, children’s hospitals will likely admit adults with HINI. Understanding adult HINI hospitalization patterns is necessary to develop effective care strategies for this population. Objective: Compare characteristics of adults and adolescents with HINI hospitalized at children’s hospitals and describe hospital-level variation in hospitalizations for adults with HINI. Methods: This retrospective cross-sectional study included discharges of patients with HINI aged 12-29 years from 41 children’s hospitals in the Pediatric Health Information System between 2022-24. Hospitals were excluded …


Selective Retention Of Birdshot Pellets In The Rearfoot: A Case Demonstrating Tissue Preservation And Functional Recovery, Yasim Zafar, Steven Bolton, Alexandria Armstrong, Hooman Mir Apr 2026

Selective Retention Of Birdshot Pellets In The Rearfoot: A Case Demonstrating Tissue Preservation And Functional Recovery, Yasim Zafar, Steven Bolton, Alexandria Armstrong, Hooman Mir

School of Podiatric Medicine - Student Research

Level of Evidence: III (Case Study)

Statement of Purpose: Gunshot wounds to the foot pose a unique surgical dilemma—whether to pursue aggressive foreign body removal or to preserve soft tissue integrity. This case highlights the management of a birdshot injury to the rearfoot where selective non-removal of pellets near the neurovascular bundle led to complete healing and full functional recovery. The purpose is to emphasize tissue preservation over aggressive exploration in complex ballistic foot injuries.

Case Study: A 26-year-old female sustained a birdshot gunshot wound to the right rearfoot. Multiple small entry wounds were noted on the posterior and plantar …


Complex Regional Pain Syndrome In A 21-Year-Old Male Patient Following A Gunshot Wound (Gsw), Jonathan Rodriguez, Oyinkansola Mudasiru, Alexandria Armstrong, Hooman Tabatabai-Mir Apr 2026

Complex Regional Pain Syndrome In A 21-Year-Old Male Patient Following A Gunshot Wound (Gsw), Jonathan Rodriguez, Oyinkansola Mudasiru, Alexandria Armstrong, Hooman Tabatabai-Mir

School of Podiatric Medicine - Student Research

Purpose: Complex Regional Pain Syndrome (CRPS) is a pain disorder that typically follows several forms of trauma, including surgery or fractures. The diagnostic gold standard for CRPS is the Budapest diagnostic criteria. In the general population, CRPS is 3-4 times more common in middle-aged women. Regarding incidence following injury, it most often occurs after a fracture. CRPS secondary to ballistic trauma is rarer, particularly in the case of a young male individual. The purpose of our case study is to follow a 21-year-old male patient who suffered an accidental self-inflicted gunshot wound to the left foot and detail the presentation …


Variation In Dexamethasone Prescribing Practices For Pediatric Asthma Exacerbations In Acute Care Settings, Hannah Reilly, Natalie J. Kane, Sian Best, Mark A. Hoffman, Kathryn Kyler Apr 2026

Variation In Dexamethasone Prescribing Practices For Pediatric Asthma Exacerbations In Acute Care Settings, Hannah Reilly, Natalie J. Kane, Sian Best, Mark A. Hoffman, Kathryn Kyler

Posters

No abstract provided.


Neighborhood Physical Disinvestment And Incident Diabetes Between Visits 1 And 2 Of The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)., Cara M. Smith, Elizabeth W. Spalt, Linda C. Gallo, Jordan A. Carlson, Matthew Allison, Bharat Thyagarajan, Earle C. Chambers, Amber Pirzada, Martha Daviglus, Christina Cordero, Qibin Qi, Elena Austin, Amanda M. Fretts, India Ornelas, Robert Kaplan, Joel D. Kaufman, Stephen J. Mooney Apr 2026

Neighborhood Physical Disinvestment And Incident Diabetes Between Visits 1 And 2 Of The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)., Cara M. Smith, Elizabeth W. Spalt, Linda C. Gallo, Jordan A. Carlson, Matthew Allison, Bharat Thyagarajan, Earle C. Chambers, Amber Pirzada, Martha Daviglus, Christina Cordero, Qibin Qi, Elena Austin, Amanda M. Fretts, India Ornelas, Robert Kaplan, Joel D. Kaufman, Stephen J. Mooney

Manuscripts, Articles, Book Chapters and Other Papers

Neighborhood-scale environmental factors, including disinvestment in infrastructure, may impact cardiometabolic disease risk. To our knowledge, no prior studies have investigated the association between neighborhood disinvestment and incident diabetes. We used a virtual street audit of Google Street View Imagery to generate a neighborhood disinvestment score for participants' residential addresses in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL). An item response theory model was fit to indicators (litter, graffiti, under-maintained buildings, bars on windows, and abandoned buildings) to form a scale measuring a latent level of disinvestment. Ordinary kriging was used to estimate levels for each residential address within the …


Confessions In Cases Of Child Physical Abuse-A Capnet Study., Margaret R. Russell, Antoinette L. Laskey, Henry T. Puls, Suzanne P. Starling, Joanne N. Wood, Daniel M. Lindberg, Nancy S. Harper, Caitlin R. Mcnamara, Angela W. Bachim, Farah W. Brink, Lori D. Frasier, James Anderst, Porcia Vaughn, Kristine A. Campbell Apr 2026

Confessions In Cases Of Child Physical Abuse-A Capnet Study., Margaret R. Russell, Antoinette L. Laskey, Henry T. Puls, Suzanne P. Starling, Joanne N. Wood, Daniel M. Lindberg, Nancy S. Harper, Caitlin R. Mcnamara, Angela W. Bachim, Farah W. Brink, Lori D. Frasier, James Anderst, Porcia Vaughn, Kristine A. Campbell

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: Prior research on confessions of physical abuse (PA) has explored mechanisms of injury. Little is known about conditions supporting a confession of abuse or how confessions may influence case outcomes.

METHODS: This cross-sectional study of suspected PA in children aged < 10 years at 10 centers participating in CAPNET, a multicenter child PA research network, included children with in-person Child Abuse Pediatrics (CAP) consultations between February 2021 and December 2022 and excluded children without injury. Our focus was a confession of inflicted injury known to the CAP during clinical involvement. We compared child and clinical characteristics, out-of-home (OOH) placements, and arrests between cases with and without confessions. Multivariable models using generalized estimating equations (GEE) produced adjusted predicted probabilities (APP) clustering by CAPNET site.

RESULTS: Confessions were known to CAPs in 115/4297 (2.7%) cases, with significant site variability. In a multivariable GEE model, confessions were more likely in cases with injuries with high specificity for abuse (APP 6.0% vs 1.6%, P < .001), near-fatality (APP 5.6% vs 2.3%, P < .001), and older children (APP 4.8% vs 2.5%, P = .025). OOH placements and arrests were more common in cases with confessions. CAP awareness of confessions, OOH placements, and arrests did not follow racial or ethnic patterns seen in the US child welfare system. Lower socioeconomic status was associated with OOH placements and arrests but not with CAP awareness of confessions.

CONCLUSIONS: Our findings highlight differences in case characteristics and outcomes where a confession is known to the CAP and raise questions about …


Sialylation In The Nervous System: Functions And Mechanisms., Kate Koles, Elena Repnikova, Boris Novikov, Vladislav Panin Apr 2026

Sialylation In The Nervous System: Functions And Mechanisms., Kate Koles, Elena Repnikova, Boris Novikov, Vladislav Panin

Manuscripts, Articles, Book Chapters and Other Papers

Glycoprotein sialylation represents a critical posttranslational modification with diverse biological roles in animals. This review explores its multifaceted functions in the nervous system, with particular emphasis on neurophysiology, homeostasis, and associated neurological disorders. The sialylation pathway modulates key neural processes through effects on glycoprotein stability, localization, activity, and molecular interactions. Examples include its crucial role in the regulation of neuronal excitability by modulating the functions of voltage-gated ion channels. Recent studies have uncovered remarkably rapid, activity-dependent changes in synaptic sialylation, suggesting dynamic sialylation-mediated regulation of neural transmission and highlighting the importance of neuraminidases in these processes. Beyond synaptic function, sialylation …


Understanding Atomoxetine Exposure Variability In Children And Adolescents With Adhd Through Population Pharmacokinetics., Kevin V. Tobin, Addison M. Pritchett Ms, J Steven Leeder, Joga Gobburu, Allison Dunn Apr 2026

Understanding Atomoxetine Exposure Variability In Children And Adolescents With Adhd Through Population Pharmacokinetics., Kevin V. Tobin, Addison M. Pritchett Ms, J Steven Leeder, Joga Gobburu, Allison Dunn

Manuscripts, Articles, Book Chapters and Other Papers

Atomoxetine, a selective norepinephrine reuptake inhibitor, is a nonstimulant alternative to treat attention-deficit/hyperactivity disorder in children and adolescents. Atomoxetine exposure is highly variable due to cytochrome P450 polymorphism; however, the impact of these genetic variations has not been adequately characterized in the pediatric population. A population pharmacokinetic (PK) model was developed to evaluate steady-state atomoxetine exposures after oral administration in a large, heterogeneous population of children and adolescents with different metabolic phenotypes. Due to the highly variable and complex absorption between subjects and occasions, a two-stage approach was implemented, treating each participant/occasion as a separate individual. First, the individual atomoxetine …


The Original Meaning And Understanding Of The Investigative Power Of The Grand Jury In The Constitution Of Alaska, Savannah Shoffner, Richard W. Garnett Apr 2026

The Original Meaning And Understanding Of The Investigative Power Of The Grand Jury In The Constitution Of Alaska, Savannah Shoffner, Richard W. Garnett

Journal Articles

The investigatory, or reporting, power of grand juries refers to the body’s ability to issue statements on wide-ranging matters of public policy, generally aimed at exposing “inefficiency, neglect, or criminal or quasi-criminal conduct” by government officials. Grand jurors may propose an investigation themselves or respond to a request from a citizen. The reports produced by these investigations need not be tied to a specific indictment to be released.

Text, history, and tradition reveal that the grand jury has been understood as an intermediary between the government and the people, empowered to make public statements on the people’s behalf and entrusted …


Embodied Horror: Women And Medical Authority In Video Games, Jocilynn Denise Colombo Apr 2026

Embodied Horror: Women And Medical Authority In Video Games, Jocilynn Denise Colombo

Comparative Literature M.A. Essays

Through a critical analysis of interactive horror, this paper argues that video games can function as ethical diagnostic narratives that uniquely expose systemic failures surrounding women’s bodies and medical authority. Focusing on Silent Hill 3 (2003) and Alice: Madness Returns (2011), I examine how these games render harm legible through player participation. By requiring players to move characters through hostile environments and make decisions within systems that simultaneously grant and restrict control, these games foster identification and complicity by positioning players directly within the structures they critique.

While feminist horror scholarship—notably from Julia Kristeva and Barbara Creed—has explored societal anxieties …


The Transparent Crypt: Temporal Stratification, Materiality, And The Affective Archive In Jenny Erpenbeck’S "Kairos", Mallory Wooldridge Apr 2026

The Transparent Crypt: Temporal Stratification, Materiality, And The Affective Archive In Jenny Erpenbeck’S "Kairos", Mallory Wooldridge

Comparative Literature M.A. Essays

For Germany, the process of reckoning with the past is not a new one. Termed Vergangenheitsbewältigung in the post-war period and envisioned as a project extending beyond the academy into public consciousness, “dealing with the past” was first envisioned in response to the Nazi regime and its horrors. While already a disjointed project in the Nazi context, the question of how reunified Germany reckons with the former German Democratic Republic’s past remains unresolved.

In her 2021 novel Kairos, Jenny Erpenbeck proposes a different model of historical consciousness. Drawing on Theodor Adorno’s post-war theory of working through the past ( …


Wood Lands: Forest As Site Of National Memory In Germany And Italy, Clarissa Melendez Apr 2026

Wood Lands: Forest As Site Of National Memory In Germany And Italy, Clarissa Melendez

Comparative Literature M.A. Essays

Arguing that the rich symbolic associations of trees become a medium to synthesize shared identity during a country’s formative moments, this paper theorizes the image of the forest as a site of national memory. By tracking representations of the natural landscape during nation-building to representations that attempt to recover and reclaim dignity postwar, this paper lays bare the potential of the national symbol to transform as history progresses. The paper’s author reads three genres–fairy tales, a novel, and a work of public art–from three authors–the Brothers Grimm, Italo Calvino, and Joseph Beuys–across time to interrogate the role of the forest …


Occupational Epidemiology Of Acral Lentiginous Melanoma, Lily Guo, Robin Kikuchi, April W. Armstrong, Suephy C. Chen Apr 2026

Occupational Epidemiology Of Acral Lentiginous Melanoma, Lily Guo, Robin Kikuchi, April W. Armstrong, Suephy C. Chen

Department of Dermatology and Cutaneous Biology Faculty Papers

Acral lentiginous melanoma (ALM) classically presents in glabrous skin. Some studies suggest an association between mechanical stress and ALM development. People working jobs with long periods of standing/walking may be exposed to near-daily mechanical stress. To investigate the relationship between occupation type and ALM development, we performed a retrospective cohort study using Optum’s Clinformatics Database (2007—2023). We compared the risk of ALM in adults with occupational data (n = 9,270,935). Retired patients had the highest prevalence (0.081) and incidence per 1,000,000 person-years (0.514, 95% confidence interval = 0.487—0.542) of ALM. We performed multivariate logistic regression, adjusted for demographics and insurance, …


Sounding W. B. Yeats’S “Cuchulain Comforted”, David Sergeant Apr 2026

Sounding W. B. Yeats’S “Cuchulain Comforted”, David Sergeant

School of Law, Humanities and Social Sciences

No abstract provided.


Disseminated Tuberculosis Presenting With A Nodo-Colonic Fistula In A Newly Diagnosed Hiv-Positive Patient: A Case Report From Tanzania, Samina Somji, Salim Surani, Joshua Ngimbwa, Tevin Kahwa, Frank Swai, Fatema Tayabali, Bishoy Rofaeil Apr 2026

Disseminated Tuberculosis Presenting With A Nodo-Colonic Fistula In A Newly Diagnosed Hiv-Positive Patient: A Case Report From Tanzania, Samina Somji, Salim Surani, Joshua Ngimbwa, Tevin Kahwa, Frank Swai, Fatema Tayabali, Bishoy Rofaeil

Population Health, East Africa

We present the case of a 35-year-old male with no known comorbidities who presented with chronic gastrointestinal (GI) and constitutional symptoms and was empirically treated with several antibiotics during multiple clinic visits at different health facilities. The laboratory test sent included a stool GeneXpert, which was positive for Mycobacterium tuberculosis (MTB). CT imaging revealed multiple necrotic abdominal and retroperitoneal lymph nodes, hypoenhancing splenic lesions, a nodo-colonic fistula between the necrotic retroperitoneal lymph nodes and the adjacent colon, and a mild left-sided pleural effusion. Colonoscopy demonstrated caseating discharge from the fistulous tract 40 cm from the anal verge, and histology showed …


Beyond Parallel Programmes: A Roadmap For Operational Integration Of Family Planning And Nutrition In Low- And Middle-Income Countries, Marleen Temmerman, Samuel Ojong Apr 2026

Beyond Parallel Programmes: A Roadmap For Operational Integration Of Family Planning And Nutrition In Low- And Middle-Income Countries, Marleen Temmerman, Samuel Ojong

Centre of Excellence in Women and Child Health

No abstract provided.


Weakly Supervised Video Anomaly Detection And Localization With Spatio-Temporal Prompts, Peng Wu, Xuerong Zhou, Guansong Pang, Zhiwei Yang, Qingsen Yan, Peng Wang, Yanning Zhang Apr 2026

Weakly Supervised Video Anomaly Detection And Localization With Spatio-Temporal Prompts, Peng Wu, Xuerong Zhou, Guansong Pang, Zhiwei Yang, Qingsen Yan, Peng Wang, Yanning Zhang

Research Collection School Of Computing and Information Systems

Current weakly supervised video anomaly detection (WSVAD) task aims to achieve frame-level anomalous event detection with only coarse video-level annotations available. Existing works typically involve extracting global features from full-resolution video frames and training frame-level classifiers to detect anomalies in the temporal dimension. However, most anomalous events tend to occur in localized spatial regions rather than the entire video frames, which implies existing frame-level feature based works may be misled by the dominant background information and lack the interpretation of the detected anomalies. To address this dilemma, this paper introduces a novel method called STPrompt that learns spatio-temporal prompt embeddings …


Portrait Shadow Removal Via Self-Exemplar Illumination Equalization, Qian Huang, Cheng Xu, Guiqing Li, Ziheng Wu, Shengxin Liu, Shengfeng He Apr 2026

Portrait Shadow Removal Via Self-Exemplar Illumination Equalization, Qian Huang, Cheng Xu, Guiqing Li, Ziheng Wu, Shengxin Liu, Shengfeng He

Research Collection School Of Computing and Information Systems

We introduce the Self-Exemplar Illumination Equalization Network, designed specifically for effective portrait shadow removal. The core idea of our method is that partially shadowed portraits can find ideal exemplars within their non-shadowed facial regions. Rather than directly fusing two distinct classes of facial features, our approach utilizes non-shadowed regions as an illumination indicator to equalize the shadowed regions, generating deshadowed results without boundary-merging artifacts. Our network comprises cascaded Self-Exemplar Illumination Equalization Blocks (SExmBlock), each containing two modules: a self-exemplar feature matching module and a feature-level illumination rectification module. The former identifies and applies internal illumination exemplars to shadowed areas, producing …


Trace: Securing Smart Contract Repository Against Access Control Vulnerability, Chong Chen, Lingfeng Bao, David Lo, Yanlin Wang, Zhenyu Shan, Ting Chen, Guangqiang Yin, Jianxing Yu, Zibin Zheng, Jiachi Chen Apr 2026

Trace: Securing Smart Contract Repository Against Access Control Vulnerability, Chong Chen, Lingfeng Bao, David Lo, Yanlin Wang, Zhenyu Shan, Ting Chen, Guangqiang Yin, Jianxing Yu, Zibin Zheng, Jiachi Chen

Research Collection School Of Computing and Information Systems

Smart contract vulnerabilities have led to billions of dollars in economic losses. Among these, improper Access Control, which allows unauthorized users to execute restricted functions, is particularly prevalent and has caused significant financial damage. Smart contract repositories contain source code, documentation, configuration files, and other artifacts necessary for building and deploying smart contracts. GitHub hosts numerous open-source repositories of this kind, which serve as intermediate artifacts in development and require compilation and packaging to produce deployable contracts. Third-party developers often reference, reuse, or fork code from these repositories during custom development. However, if the referenced code contains vulnerabilities, it can …


Super Lidar Intensity For Robotic Perception, Wei Gao, Jie Zhang, Mingle Zhao, Zhiyuan Zhang, Shu Kong, Maani Ghaffari, Dezhen Song, Chengzhong Xu, Hui Kong Apr 2026

Super Lidar Intensity For Robotic Perception, Wei Gao, Jie Zhang, Mingle Zhao, Zhiyuan Zhang, Shu Kong, Maani Ghaffari, Dezhen Song, Chengzhong Xu, Hui Kong

Research Collection School Of Computing and Information Systems

Conventionally, human intuition defines vision as a modality of passive optical sensing, relying on ambient light to perceive the environment. However, active optical sensing, which involves emitting and receiving signals, offers unique advantages by capturing both radiometric and geometric properties of the environment, independent of external illumination conditions. This work focuses on advancing active optical sensing using Light Detection and Ranging (LiDAR), which captures intensity data, enabling the estimation of surface reflectance that remains invariant under varying illumination. Such properties are crucial for robotic perception tasks, including detection, recognition, segmentation, and Simultaneous Localization and Mapping (SLAM). A key challenge with …


Managing Reproducibility Debt In Scientific Software: A Practical Framework, Zara Hassan, Christoph Treude, Graham Williams, Michael Norrish, Alex Potanin Apr 2026

Managing Reproducibility Debt In Scientific Software: A Practical Framework, Zara Hassan, Christoph Treude, Graham Williams, Michael Norrish, Alex Potanin

Research Collection School Of Computing and Information Systems

Scientific software includes end-user applications, modelling tools, research software for publications, and production systems for real users. It plays a key role across various scientific disciplines by enabling large-scale computation, simulation, and data analysis. Unlike commercial software, scientific software is often developed in dynamic research environments with limited engineering practices, documentation, or testing. This makes it fragile and difficult to reproduce results, even when code and data are available, conditions in which Reproducibility Debt (RpD) accumulates. This paper presents the Reproducibility Debt Management Framework (RpD-MF), which is grounded in evidence from a systematic literature review, practitioner interviews, and a global …


Llmqua: Practical Backdoor Injection On Large Language Model Quantization, Xiangxiang Chen, Peixin Zhang, Jun Sun, Jin Song Dong, Wenhai Wang, Jingyi Wang Apr 2026

Llmqua: Practical Backdoor Injection On Large Language Model Quantization, Xiangxiang Chen, Peixin Zhang, Jun Sun, Jin Song Dong, Wenhai Wang, Jingyi Wang

Research Collection School Of Computing and Information Systems

Quantization is widely used to enable local deployment of large language models (LLMs) on resource-constrained devices. Recent work (e.g., QuRA) shows quantization can be exploited via rounding manipulation to implant backdoors. However, such an attack has been evaluated only on small models and does not directly apply to LLMs due to three key constraints: (1) limited poisoning data from small, task-agnostic calibration sets; (2) layer-wise quantization restricting adversarial access to global representations; and (3) lack of gradient access in quantization pipelines, blocking gradient-based attacks.We propose LLMQuA, a practical quantization-phase backdoor attack tailored to the LLM setting. LLMQuA (i) injects backdoors …


Approaches And Barriers To Cultivating Critical Thinking Skills For Effective Clinical Decision Making, Yousif Abdulraheem Apr 2026

Approaches And Barriers To Cultivating Critical Thinking Skills For Effective Clinical Decision Making, Yousif Abdulraheem

Iraqi Postgraduate Medical Journal

Clinical decision-making is a complex process that involves gathering information, analyzing data, making informed judgments, and taking appropriate actions for a patient's care. Critical thinking (CT) is a vital component of this process, as it enables healthcare professionals to evaluate information, identify biases and assumptions, and make informed decisions (1). It requires careful consideration of multiple factors, including the patient's age, gender, medical history, physical exams, and diagnostic test results, health status, lifestyle, and even preferences, to develop a diagnosis and treatment plan. In recent years, there has been a growing recognition of the importance of promoting CT skills in …


The Incidence, Clinico-Epidemiological Features, And Prognosis Of Neuroblastoma. A Retrospective Study In Al-Imamain Al-Kadhumain Medical City, Hadeer Jasim, Sawsan Sati Abass Apr 2026

The Incidence, Clinico-Epidemiological Features, And Prognosis Of Neuroblastoma. A Retrospective Study In Al-Imamain Al-Kadhumain Medical City, Hadeer Jasim, Sawsan Sati Abass

Iraqi Postgraduate Medical Journal

Background: The neuroblastoma (NB) burden varies from region to region. Its presentation is variable, and its prognosis is hugely variable.Aims: The present study aims to evaluate the incidence, clinico-epidemiological characteristics, and prognosis of children with NB receiving treatment and follow-up in Al-Imamain Al-Kadhumain Medical City, a pediatric cancer center.Patients and Methods: This is a retrospective study involving NB patients managed at Al-Imamain Al-Kadhumain Medical City. The present study was conducted for 14 months between April 2021 and May 2022. The data about age, sex, primary site, metastases, signs and symptoms, staging, and follow-up were extracted from patient files in the …