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Usa V. Comprehensive Healthcare Management Services Llc Jul 2026

Usa V. Comprehensive Healthcare Management Services Llc

2026 Decisions

USDC for the Western District of Pennsylvania


Extrafloral Nectaries In Woody Plants: Toward An Integrated Framework For Ant-Mediated Plant Defense, Fangming Liu, Qifei Cai, Victor Busov, Zhen Liu Jul 2026

Extrafloral Nectaries In Woody Plants: Toward An Integrated Framework For Ant-Mediated Plant Defense, Fangming Liu, Qifei Cai, Victor Busov, Zhen Liu

Michigan Tech Publications

Extrafloral nectaries (EFNs)-secretory structures that recruit predatory arthropods as indirect defenders against herbivory-have been studied almost exclusively in herbaceous systems, leaving a critical gap in our understanding of plant defense in woody plants. In trees, secondary growth, ontogenetic regulation, and seasonal phenology generate structural and temporal heterogeneity in EFN expression poorly captured by existing frameworks. We synthesize evidence across structural, chemical, and functional dimensions of EFN biology to develop an integrated framework for perennial trees. Our analysis suggests that methodological limitations in EFN detection likely bias the current chemical record of woody EFNs, while incomplete chemical characterization constrains the evaluation …


Tips For Growing Garden Vegetables In Utah: Soil Fertilization, Gastone Makalaya, Josh Martin, Milena Oliveira Jul 2026

Tips For Growing Garden Vegetables In Utah: Soil Fertilization, Gastone Makalaya, Josh Martin, Milena Oliveira

All Current Publications

A successful vegetable garden requires precise nutrient management to achieve maximum yields. Fertilization must provide adequate nutrients to support plant growth throughout the season. Fertilizer applications should be based on soil test recommendations and crop nutrient requirements. This fact sheet provides Utah gardeners with practical guidance and tips on soil fertilization for vegetable gardening.


An Early Lexical Screening Tool For British English: Psychometric Properties And Clinical Utility, Allegra Cattani, Dora Bianchi, Caroline Floccia Jul 2026

An Early Lexical Screening Tool For British English: Psychometric Properties And Clinical Utility, Allegra Cattani, Dora Bianchi, Caroline Floccia

School of Psychology

BackgroundExisting direct measures of vocabulary for ages 2–3 years are insufficient as vocabulary increases to include nouns, verbs, adjectives and adverbs, reflecting qualitative changes that support emerging grammatical abilities.AimsThe present study aims to establish the psychometric properties and validate a lexical screening tool for 19–36-month-old British English-speaking children, the WinG (Words in Game) test. Specifically, it examines gender differences in internal consistency, concurrent validity and predictive gender invariance across comprehension and production tasks. In addition, the study evaluates the diagnostic accuracy of the tool by establishing clinical cut-off scores to distinguish children with typical versus at-risk language development. Finally, it …


Longitudinal Genomic Surveillance Of Sars-Cov-2 In A University Microcosm Reflects Global Evolutionary Trends, Sankar Prasad Chaki, Melissa M Kahl-Mcdonagh, Benjamin W Neuman, Loni A Taylor, Rebecca S B Fischer, Blake M Hanson, Marlisa S Hardy, Jo Ann Culpepper, Eric Boerwinkle, Kurt A Zuelke Jul 2026

Longitudinal Genomic Surveillance Of Sars-Cov-2 In A University Microcosm Reflects Global Evolutionary Trends, Sankar Prasad Chaki, Melissa M Kahl-Mcdonagh, Benjamin W Neuman, Loni A Taylor, Rebecca S B Fischer, Blake M Hanson, Marlisa S Hardy, Jo Ann Culpepper, Eric Boerwinkle, Kurt A Zuelke

Faculty, Staff and Student Publications

SARS-CoV-2 transmission has declined, yet ongoing viral evolution continues to pose public health challenges. This study conducted long-term (2020-2024) genomic surveillance within a large and globally diverse university community. Viral genomes obtained from clinical (n = 1,786) and surveillance (n = 888) testing samples were classified under clade, lineage, and variant systems, and compared with global genomic data sets. Local patterns broadly paralleled global evolutionary trends, including the phased emergence of major variants, episodic introductions of new lineages, and shifts in dominant clades. Lineage diversity peaked during fall semesters and was highest among undergraduate-aged individuals, with similar distributions …


Coherent Two-Photon Backscattering And Induced Angular Quantum Correlations In Multiple-Scattered Two-Photon States Of The Light, Nooshin M. Estakhri, Theodore B. Norris Jul 2026

Coherent Two-Photon Backscattering And Induced Angular Quantum Correlations In Multiple-Scattered Two-Photon States Of The Light, Nooshin M. Estakhri, Theodore B. Norris

Engineering Faculty Articles and Research

We present the emergence of coherent two-photon backscattering, a manifestation of weak localization, in multiple scattering of maximally entangled pure and fully mixed two-photon states and examine the effect of entanglement and classical correlations. Quantum correlations in backscattering are investigated for finite three-dimensional disordered structures in the weak localization regime, as well as systems of a small number of scatterers with specified spatial arrangements. No assumptions are made about the statistical behavior of the scattering matrix elements. Furthermore, we study the interplay between quantum correlations induced by multiple scattering and the correlations that may be present in the illumination fields, …


Women Refugees & Immigrants: What Utahns Need To Know, Susan R. Madsen, Deborah Lin Jul 2026

Women Refugees & Immigrants: What Utahns Need To Know, Susan R. Madsen, Deborah Lin

Marketing and Strategy Faculty Publications

Refugee and immigrant women are an integral part of Utah’s communities, contributing as neighbors, workers, entrepreneurs, caregivers, and advocates. They enrich our state through their diverse perspectives, experiences, and talents. Utah has a long tradition of welcoming newcomers, and our communities are stronger when everyone has the opportunity to belong and contribute. At the same time, research shows that many of the challenges facing Utah women and girls disproportionately affect refugee and immigrant women. Understanding the experiences, needs, and contributions of these women is essential to fostering welcoming, supportive communities so that all Utah women and girls can thrive.


Apala Best Of The Best Booklist 2025, Apala Best Of The Best Booklist 2023 - 2024 Authors Asian Pacific American Librarians Association, Family Literacy Focus Committee, Jessea Young (Co-Chair), Jennifer Woo, Nicole Fernandez, Erika Fitzpatrick, Alvina Lai, Cathy Lin, Patty Sumire Mcgowan, Kim Nguyen Jul 2026

Apala Best Of The Best Booklist 2025, Apala Best Of The Best Booklist 2023 - 2024 Authors Asian Pacific American Librarians Association, Family Literacy Focus Committee, Jessea Young (Co-Chair), Jennifer Woo, Nicole Fernandez, Erika Fitzpatrick, Alvina Lai, Cathy Lin, Patty Sumire Mcgowan, Kim Nguyen

Librarian Publications & Presentations

The Best of the Best Booklist celebrates stories from across the Asian American, Native Hawaiian, and Pacific Islander (AANHPI) diaspora. All APALA members were invited to nominate picture book titles about AANHPI communities and experiences that were published between September 1, 2024–August 31, 2025. The Family Literacy Focus Committee selected books aligned with the Talk Story mission and used the APALA Rubric for Evaluating Asian American and Pacific Islander Youth Literature to guide the curation of the list. Eligible titles that earned a 2025-2026 APALA Literature Award or Honoree designation have been included at the end of this list.


Message From The President, Georgia Southern University Jul 2026

Message From The President, Georgia Southern University

Messages from the President

No abstract provided.


Beyond 72 Hours: A Retrospective Evaluation Of Factors Associated With Delayed Surgical Stabilization Of Rib Fractures., Alexis A Schweibinz, Clarisse Solis, Anna Michaud, John Dillis, Katherine A Graham, William B Devoe Jul 2026

Beyond 72 Hours: A Retrospective Evaluation Of Factors Associated With Delayed Surgical Stabilization Of Rib Fractures., Alexis A Schweibinz, Clarisse Solis, Anna Michaud, John Dillis, Katherine A Graham, William B Devoe

OhioHealth Research Institute Articles

BACKGROUND: Surgical stabilization of rib fractures (SSRF) is recognized as a key intervention in reducing morbidity among patients with multiple displaced rib fractures or flail chest. Early SSRF, typically within 72 hours of admission, has been associated with improved outcomes. The factors contributing to delayed stabilization, defined as 72 hours or greater following admission, remain unclear.

METHODS: A retrospective cohort study was performed, evaluating 492 trauma patients who underwent SSRF at a level II trauma center. Patient demographics, injury characteristics, and associated injuries were analyzed to identify factors associated with delayed SSRF. Groups were defined as early (≤72 hours) and …


2026-07-07 Professor Removed Following Public Criticism Of Administration, Dylan Berman Jul 2026

2026-07-07 Professor Removed Following Public Criticism Of Administration, Dylan Berman

The Spectator Online

No abstract provided.


The Impact Of One-To-One Peer Support On Mothers’ Personal Breastfeeding Goals And Emotional Well-Being: A Scoping Review, Khayla Timothy, Elizabeth J. O’Sullivan, Áine O’Connor Jul 2026

The Impact Of One-To-One Peer Support On Mothers’ Personal Breastfeeding Goals And Emotional Well-Being: A Scoping Review, Khayla Timothy, Elizabeth J. O’Sullivan, Áine O’Connor

Research Outputs: 2025-Present

Objective: To examine the impact of one-to-one peer support on mothers’ personal breastfeeding goals. Design: Scoping review guided by Arksey and O’Malley’s five-stage framework and reported in accordance with PRISMA Extension for Scoping Reviews guidelines. Qualitative data were analysed using descriptive content analysis. Quantitative data were analysed by identifying numerical trends and recurring patterns, and a concise overview of key descriptive findings was provided using frequency counts and proportions. Setting: Studies conducted across ten countries globally, identified through systematic searches of seven electronic databases and screening of reference lists. Participants: Thirty-eight studies were included: twenty quantitative, seven qualitative, six mixed …


Messages From The Provost, Georgia Southern University Jul 2026

Messages From The Provost, Georgia Southern University

Messages from the Provost

  • Message from the Provost
  • Stay informed.


Norman Wang V. University Of Pittsburgh Jul 2026

Norman Wang V. University Of Pittsburgh

2026 Decisions

USDC for the Western District of Pennsylvania


Usa V. Dennis Bastian Jul 2026

Usa V. Dennis Bastian

2026 Decisions

USDC for the Middle District of Pennsylvania


Usa V. Darrell Devonish Jul 2026

Usa V. Darrell Devonish

2026 Decisions

USDC for the Middle District of Pennsylvania


Constructing A Lower-Bound Estimate Of The Global Number Of Insect Species On A Hyperdiverse Empirical Foundation, Robert Colwell, Laura Melissa Guzman, Dirk Steinke, Anne Chao, Daniel H. Janzen, Winnie Hallwachs, Austin Baker, Jose L Fernández-Triana, Paul D.N. Hebert, Frank Joyce, Robert Puschendorf, Donald L.J. Quicke, Rodolphe Rougerie, M. Alex Smith, Nelson Zamora, Michael J. Sharkey Jul 2026

Constructing A Lower-Bound Estimate Of The Global Number Of Insect Species On A Hyperdiverse Empirical Foundation, Robert Colwell, Laura Melissa Guzman, Dirk Steinke, Anne Chao, Daniel H. Janzen, Winnie Hallwachs, Austin Baker, Jose L Fernández-Triana, Paul D.N. Hebert, Frank Joyce, Robert Puschendorf, Donald L.J. Quicke, Rodolphe Rougerie, M. Alex Smith, Nelson Zamora, Michael J. Sharkey

School of Biological and Marine Sciences

Estimating the number of insect species on Earth is a daunting challenge. The current consensus estimate—about six million species—is likely far too low, as we will show. Our estimate of the global number of insect species rests on a sample of more than 1,600,000 DNA-barcoded insect specimens representing 53,945 species from 15 “core” Malaise traps deployed in dry forest, cloud forest, and rainforest ecosystems of the Área de Conservación Guanacaste (ACG) in Costa Rica. Even this massive sample fails to reveal the full extent of ACG insect species richness. To estimate total ACG insect richness, we adjust the observed count …


Project Renewal, Inc. V. Blake Jul 2026

Project Renewal, Inc. V. Blake

All Decisions

In this licensee holdover involving an OMH-regulated supportive housing community residence, landlord served a Notice to Quit based on tenant's discharge from the program, then subsequently executed a new Occupancy Fee Agreement with tenant. The court dismissed because landlord's execution of a new agreement after service of the predicate notice vitiated the Notice to Quit, rendering it a nullity. A landlord who renews an occupancy agreement after service of a termination notice cannot thereafter rely upon the prior notice as the basis for a summary proceeding.


Nt 415 3rd Ave Llc V. Gharibian Jul 2026

Nt 415 3rd Ave Llc V. Gharibian

All Decisions

In this non-primary residence holdover proceeding involving a rent-stabilized unit, landlord moved for discovery of records relevant to tenants' primary residence and succession claims. The court granted the motion in part, applying the presumption of liberal disclosure in housing court proceedings and finding that the requested discovery was relevant to the pending non-primary residence and succession issues.


Prenatal Predictors Of Fetal And Neonatal Death In Truncus Arteriosus: A Fetal Heart Society Research Collaborative Study., Kelly Cox, Nazia Husain, Deidra Ansah, Tiffany Knight, Alexandra Channing, Bettina Cuneo, Preeta Dhanantwari, Mary Donofrio, Miwa Geiger, Lisa Howley, Lisa K. Hornberger, Simone Javeri, Edward G. Jones, Michelle Kaplinski, Ann Kavanaugh-Mchugh, Maria Kiaffas, Katherine Kosiv, Christina Laternser, Olivia Low, Anita J. Moon-Grady, Shabnam Peyvandi, Nelangi Pinto, Avaliese Porlier, Aaron Prosnitz, Rashmi Rao, David Schidlow, Elena Sinkovskaya, Ranjini Srinivasan, Corey Stiver, Emilio Quezada, Bhawna Arya, Sheetal Patel Jul 2026

Prenatal Predictors Of Fetal And Neonatal Death In Truncus Arteriosus: A Fetal Heart Society Research Collaborative Study., Kelly Cox, Nazia Husain, Deidra Ansah, Tiffany Knight, Alexandra Channing, Bettina Cuneo, Preeta Dhanantwari, Mary Donofrio, Miwa Geiger, Lisa Howley, Lisa K. Hornberger, Simone Javeri, Edward G. Jones, Michelle Kaplinski, Ann Kavanaugh-Mchugh, Maria Kiaffas, Katherine Kosiv, Christina Laternser, Olivia Low, Anita J. Moon-Grady, Shabnam Peyvandi, Nelangi Pinto, Avaliese Porlier, Aaron Prosnitz, Rashmi Rao, David Schidlow, Elena Sinkovskaya, Ranjini Srinivasan, Corey Stiver, Emilio Quezada, Bhawna Arya, Sheetal Patel

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Fetal and neonatal outcomes and factors increasing mortality risk in fetal truncus arteriosus are not well characterized. We aimed to examine the prenatally encountered cardiac spectrum, define extracardiac and genetic associations, explore clinical outcomes and identify prenatal factors associated with worse outcomes in a contemporary large cohort.

METHODS: A multicenter retrospective cohort study was conducted via the Fetal Heart Society Research Collaborative including fetal truncus arteriosus cases encountered between January 1, 2010, and September 1, 2021, within 22 North American cardiac centers. Demographic, clinical, anatomic, and functional fetal echocardiographic variables were analyzed for associations with presurgical death (fetal death/neonatal …


Extrafloral Nectaries In Woody Plants: Toward An Integrated Framework For Ant-Mediated Plant Defense, Fangming Liu, Qifei Cai, Victor Busov, Zhen Liu Jul 2026

Extrafloral Nectaries In Woody Plants: Toward An Integrated Framework For Ant-Mediated Plant Defense, Fangming Liu, Qifei Cai, Victor Busov, Zhen Liu

Michigan Tech Publications

Extrafloral nectaries (EFNs)—secretory structures that recruit predatory arthropods as indirect defenders against herbivory—have been studied almost exclusively in herbaceous systems, leaving a critical gap in our understanding of plant defense in woody plants. In trees, secondary growth, ontogenetic regulation, and seasonal phenology generate structural and temporal heterogeneity in EFN expression poorly captured by existing frameworks. We synthesize evidence across structural, chemical, and functional dimensions of EFN biology to develop an integrated framework for perennial trees. Our analysis suggests that methodological limitations in EFN detection likely bias the current chemical record of woody EFNs, while incomplete chemical characterization constrains the evaluation …


Serial Drilling Technique For Sequential Subtrochanteric Femur Fracture Fixation In Pediatric Osteopetrosis: A Technical Report., Adam Mansour, Josiah J Wolf, Ivan Slyepkan, Morgan Turnow, Michael Anderson, Anthony Wing, Jack Iandoli, Craig Goubeaux, Craig Smith, Allen Kadado Jul 2026

Serial Drilling Technique For Sequential Subtrochanteric Femur Fracture Fixation In Pediatric Osteopetrosis: A Technical Report., Adam Mansour, Josiah J Wolf, Ivan Slyepkan, Morgan Turnow, Michael Anderson, Anthony Wing, Jack Iandoli, Craig Goubeaux, Craig Smith, Allen Kadado

Surgery Articles

Pediatric osteopetrosis presents a significant technical challenge for fracture fixation due to the bone's dense yet brittle nature and frequently absent medullary canal. Traditional drilling methods risk excessive torque, drill-bit breakage, and iatrogenic fractures. Here, we describe a serial drilling technique for plate-and-screw fixation in a 5-year-old child with osteopetrosis who sustained sequential subtrochanteric femur fractures 8 months apart. By creating a small pilot hole, sequentially enlarging it with intermediate bits under copious irrigation, and inserting locking screws manually, we achieved stable fixation with no observed instrument failure or intraoperative complications. This method may provide a practical technical strategy for …


On Culpability: When Ai Goes Wrong, Who Is At Fault?, David J. Mulder Jul 2026

On Culpability: When Ai Goes Wrong, Who Is At Fault?, David J. Mulder

Faculty Work Comprehensive List

"I found the book so engrossing precisely because it forced me to sit in the discomfort of distributed blame, especially as someone who uses AI regularly."

Posting about ­­­­­­­­the novel Culpability from In All Things, an online hub that offers insight into maintaining and faithful and orthodox  Reformed Christian worldview while fearlessly engaging in  every aspect of contemporary life – until all is made new.

On Culpability


Trends In Lung Cancer Survival: Superior Outcomes In Us Veterans Compared With The General Population, Nikki E Rossetti, Brendan T Heiden, Steven Tohmasi, Nahom Seyoum, Theodore Thomas, Whitney S Brandt, Sara Malone, Yan Yan, Ana Baumann, Su-Hsin Chang, Daniel Kreisel, Ruben Nava, Bryan Meyers, Benjamin Kozower, Varun Puri, Et Al. Jul 2026

Trends In Lung Cancer Survival: Superior Outcomes In Us Veterans Compared With The General Population, Nikki E Rossetti, Brendan T Heiden, Steven Tohmasi, Nahom Seyoum, Theodore Thomas, Whitney S Brandt, Sara Malone, Yan Yan, Ana Baumann, Su-Hsin Chang, Daniel Kreisel, Ruben Nava, Bryan Meyers, Benjamin Kozower, Varun Puri, Et Al.

2020-Current year OA Pubs

BACKGROUND: Non-small cell lung cancer (NSCLC) remains the leading cause of cancer-related mortality in the United States, but survival outcomes are shifting with evolving therapies and screening. Recent findings suggest that survival improvements vary across health-care systems, with favorable trends observed in the Veterans Health Administration (VHA). We sought to compare NSCLC survival trends across US health systems.

METHODS: We conducted a retrospective cohort study of patients with NSCLC (2007-2019) using data from the VHA and the National Cancer Database (NCDB), representing the non-VHA US general population. The primary exposure was health system (VHA vs non-VHA), and the primary outcome …


Multiple Event Segmentation Mechanisms In The Human Brain, Tan T Nguyen, Joset A Etzel, Matthew A Bezdek, Jeffrey M Zacks Jul 2026

Multiple Event Segmentation Mechanisms In The Human Brain, Tan T Nguyen, Joset A Etzel, Matthew A Bezdek, Jeffrey M Zacks

2020-Current year OA Pubs

The human brain segments continuous experience into discrete events, with theoretical accounts proposing two distinct mechanisms: creating boundaries at points of high


Pneumococcal Colonization In Pediatric Patients Undergoing Hematopoietic Cell Transplantation, Liset Olarte, Jennifer E Schuster, Ibrahim Ahmed, Kristina G Hulten Jul 2026

Pneumococcal Colonization In Pediatric Patients Undergoing Hematopoietic Cell Transplantation, Liset Olarte, Jennifer E Schuster, Ibrahim Ahmed, Kristina G Hulten

Faculty, Staff and Students Publications

Despite the increased risk of invasive pneumococcal disease among pediatric hematopoietic cell transplant (HCT) recipients, pneumococcal colonization has not been evaluated in this population. We prospectively assessed longitudinal pneumococcal colonization in 22 pediatric HCT recipients from conditioning therapy to 100 days post-HCT. A higher likelihood of pneumococcal colonization was observed in the late post-HCT period (weeks 9-14) compared with the early post-HCT period (weeks 1-8), with odds increasing with each additional week after conditioning.IMPORTANCEThis is the first study to longitudinally evaluate pneumococcal colonization in pediatric hematopoietic cell transplant (HCT) recipients from the onset of conditioning therapy to 100 days post-HCT. …


Tau Pathology In Epilepsy: Emerging Mechanisms And Translational Opportunities, Arjune Sen, Xin You Tai, Aristea Galanopoulou, Maria Thom, Eleonora Aronica, Lucy Vivash, Martin Hardmeier, Action Amos, Stephan Rueegg, Matthias Koepp, Yaroslav Winter, Christoph Helmstaedter, Jeffrey L Noebels, Hilal A Lashuel, Terence J O'Brien Jul 2026

Tau Pathology In Epilepsy: Emerging Mechanisms And Translational Opportunities, Arjune Sen, Xin You Tai, Aristea Galanopoulou, Maria Thom, Eleonora Aronica, Lucy Vivash, Martin Hardmeier, Action Amos, Stephan Rueegg, Matthias Koepp, Yaroslav Winter, Christoph Helmstaedter, Jeffrey L Noebels, Hilal A Lashuel, Terence J O'Brien

Faculty, Staff and Students Publications

The onset of epilepsy in adulthood occurs most commonly after 55 years of age. Given the ageing global population, this disorder represents an increasing burden on healthcare and society. The bidirectional link between epilepsy and dementia is a focus of intense research with underlying tau pathology highlighted as a potential mechanistic link. In this review, we examine the evidence for tau-related neurodegenerative processes in epilepsy beginning with how changes in biochemical and structural properties of the tau protein can lead to abnormal phosphorylation and pathological aggregation. We consider the role of tau in seizure occurrence and cognitive difficulties in experimental …


Playing For The Planet: Gamified Learning And Global Health Education, Michael Dillon, Laura Bowater Jul 2026

Playing For The Planet: Gamified Learning And Global Health Education, Michael Dillon, Laura Bowater

Peninsula Medical School

Dr Michael J Dillon and Professor Laura Bowater emphasise the significance of gamification in global health education amidst increasingly complex challenges


Association Between Author Specialty And Reported Outcomes In Non-Randomized Comparisons Of Prostatectomy Versus Radiation, Zakaria El Kouzi, Mohammed A Mohammed, Michael Kevin Rooney, Ramez Kouzy, Jie Jane Chen, Shalin Shah, Tarek Al Bitar, Sherif M Gadoue, Comron Hassanzadeh, Steven Frank, Phuoc Tho Tran, Chad Tang, Seungtaek Choi, Ryan Jin-Hyung Park, Karen Hoffman, Sean Eric Mcguire, Henry Mok, Quynh-Nhu Nguyen, Adam B Samman, Zain Rahman, Mohamed Shelan, Toufic Eid, Osama Mohamad Jul 2026

Association Between Author Specialty And Reported Outcomes In Non-Randomized Comparisons Of Prostatectomy Versus Radiation, Zakaria El Kouzi, Mohammed A Mohammed, Michael Kevin Rooney, Ramez Kouzy, Jie Jane Chen, Shalin Shah, Tarek Al Bitar, Sherif M Gadoue, Comron Hassanzadeh, Steven Frank, Phuoc Tho Tran, Chad Tang, Seungtaek Choi, Ryan Jin-Hyung Park, Karen Hoffman, Sean Eric Mcguire, Henry Mok, Quynh-Nhu Nguyen, Adam B Samman, Zain Rahman, Mohamed Shelan, Toufic Eid, Osama Mohamad

Faculty, Staff and Students Publications

Background: While the ProtecT randomized trial demonstrated comparable oncologic outcomes between radical prostatectomy (RP) and radiation therapy (RT) for localized prostate cancer, several retrospective studies have reported mixed findings. In this study, we investigated whether non-randomized studies tend to favor RP or RT and assessed whether the specialty of leading authors-urologists or radiation oncologists-correlates with study conclusions.

Methods: We identified non-randomized clinical studies published between 1993 and 2024 that compared RP and RT for localized prostate cancer and reported oncologic outcomes including biochemical, metastasis, and/or survival outcomes. Author specialty was determined based on whether the first and senior authors were …


Dual-Pathway System For Low-Latency Pii Redaction In Generative Image Modification, Mira Leung Jul 2026

Dual-Pathway System For Low-Latency Pii Redaction In Generative Image Modification, Mira Leung

Defensive Publications Series

Some personally identifiable information (PII) redaction methods for generative image applications can have high latency and computational costs, which may limit their use in interactive contexts. A dual-pathway architecture may be used to process image modification requests. A synchronous, low-latency pathway can detect and obfuscate potential PII before a generative model concurrently inpaints the obfuscated areas and applies user modifications. Simultaneously, an asynchronous, offline pathway can generate a more thoroughly redacted version of the source image and store it for future use. This hybrid approach can provide a low-latency response suitable for on-demand image generation, while progressively creating higher-quality redacted …