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Factors/Conditions For Nh Home-Based Providers Operations Survey Recruitment Flyer (English), Child Trends Jul 2026

Factors/Conditions For Nh Home-Based Providers Operations Survey Recruitment Flyer (English), Child Trends

New Hampshire Early Care and Education Research Consortium

No abstract provided.


“Heavenly Fire Of The Godhead”: The Activity Of The Holy Spirit In The Macarian Writings, Daniel Wade Edwards Jul 2026

“Heavenly Fire Of The Godhead”: The Activity Of The Holy Spirit In The Macarian Writings, Daniel Wade Edwards

Dissertations (1934 -)

This dissertation addresses a lacuna within patristic scholarship on the doctrine of the Holy Spirit. Though the fourth century patristic writer known as “Macarius” addresses the theology of the Holy Spirit with unmatched depth and vibrancy, his pneumatological understanding has not yet been addressed adequately. Consequently, through a close literary analysis of the Spirit’s activity in the Macarian writings, this study proposes a threefold framework within which Macarius’ vision of the Spirit can be clearly perceived. In the first, the economic frame, the work of the Spirit within Old Testament Israel and the new covenant Church is compared and contrasted. …


Colonial Futures: Ngaio Marsh, War, And The End Of Empire, Heather M. Robinson Jul 2026

Colonial Futures: Ngaio Marsh, War, And The End Of Empire, Heather M. Robinson

Publications and Research

Between the years of 1941 and 1945, Ngaio Marsh published three New Zealand-focused whodunnits; all three of these stories explore the impacts of the Second World War to some degree. What is curious is not that Marsh wrote about the war, but her sustained focus on New Zealand and New Zealanders, given that Marsh’s fiction usually took place in London or its surrounding counties. It marks the impact on Marsh of the global conflict that was changing the world, and shaking the foundations of colonialism and modernity as they had been known before 1939. In this essay, I explore how …


A System Dynamics Model For Analyzing Customer Satisfaction Drivers In A Manufacturing Context, Mahnaz Asgari Sooran, Venkat Allada, Adewole Adegbola Jul 2026

A System Dynamics Model For Analyzing Customer Satisfaction Drivers In A Manufacturing Context, Mahnaz Asgari Sooran, Venkat Allada, Adewole Adegbola

Engineering Management and Systems Engineering Faculty Research & Creative Works

Customer satisfaction offers economic benefits and competitive advantage to manufacturing enterprises. However, a gap exists in understanding how to achieve customer satisfaction due to the complexities involved in coordinating various subsystems of an enterprise in an efficient manner. In this paper, we identified four internal and external-to-the-firm customer satisfaction drivers which include: government policies, supply chain reliability, knowledge management, and manufacturing performance criteria such as on-time delivery, quality and cost. We then developed a conceptual framework to define the non-linear mathematical relationships between drivers using system dynamics modeling. We conducted "what-if "scenario analyses for a base case, optimistic case and …


Existence And Uniqueness Of Positive Solutions For Hilfer–Hadamard-Type Fractional Differential Equations With Γ-Concave And Sub-Homogeneous Operators, Hasan Rasouli, Hojjat Afshari, Martin Bohner Jul 2026

Existence And Uniqueness Of Positive Solutions For Hilfer–Hadamard-Type Fractional Differential Equations With Γ-Concave And Sub-Homogeneous Operators, Hasan Rasouli, Hojjat Afshari, Martin Bohner

Mathematics and Statistics Faculty Research & Creative Works

In this research, we present necessary and sufficient conditions for the existence and uniqueness of positive solutions for a class of Hilfer–Hadamard-type fractional differential equations with boundary value problems, including those with integral boundary conditions. The obtained results are conditional on a specific set of strong assumptions, which substantially narrow the class of admissible nonlinearities, coefficients, and boundary data. Thus, the present work extends the Hadamard-type framework to the Hilfer–Hadamard setting only within this restrictive regime, rather than providing a full extension to all Hilfer–Hadamard systems. We utilize the properties of (Formula presented.) -concave and sub-homogeneous operators along with two …


Neural Correlates Of Anger Rumination To A Personal Event And Subsequent Changes In Working Memory, Mairin Claire Madison Cotter Jul 2026

Neural Correlates Of Anger Rumination To A Personal Event And Subsequent Changes In Working Memory, Mairin Claire Madison Cotter

Dissertations

Rumination is a maladaptive coping strategy that is associated with the emergence and maintenance of several psychological disorders and related symptomatology and thus has been proposed as a transdiagnostic risk factor. Recent work has focused on patterns of brain activation during rumination to sadness; however, less is known about brain activation patterns in response to anger-inducing events and how anger rumination may influence working memory. This study sought to identify potential neurophysiological correlates (through electroencephalography; EEG) of anger rumination, examine how anger rumination subsequently impacts working memory performance, and determine whether neurophysiological correlates of anger rumination are associated with working …


Immediate Postoperative Pacing Dependency Is Not Associated With Worse Mid-Term Survival In Redo Mitral Valve Surgery, Devon Kelley, Joyce Ho, Andrew Belec, Takahiro Tashima, Victoria Li, James Lao, Varun Kathawate, Kazuhiro Ueno, Amit Iyengar, Jessica Dominic, Pavan Atluri Jul 2026

Immediate Postoperative Pacing Dependency Is Not Associated With Worse Mid-Term Survival In Redo Mitral Valve Surgery, Devon Kelley, Joyce Ho, Andrew Belec, Takahiro Tashima, Victoria Li, James Lao, Varun Kathawate, Kazuhiro Ueno, Amit Iyengar, Jessica Dominic, Pavan Atluri

Division of Cardiology Faculty Papers

Risk factors (RF) for permanent pacemaker (PPM) placement in cardiac surgery include valvular operations and redo operations. We aim to identify RF for PPM placement prior to discharge (DC) specifically among redo mitral valvular operations, and to analyze outcomes in this population. Our retrospective review considered 943 patients undergoing redo MV operations between 01/2002 and 12/2021, excluding patients experiencing in-hospital death within 48 hours of their operation and patients with existing PPM or implanted cardiac defibrillator (ICD). Patients (n = 742) were categorized based on whether they received a PPM before DC or not. Of the 742 patients analyzed, 47 …


Standardization Of Objectives And Response Criteria For Neoadjuvant Immunotherapy In Resectable Squamous Cell Carcinoma Of The Head And Neck, Carlo Resteghini, Athanassios Argiris, Pierre Blanchard, Irene Braña, Anna Maria Camarda, Anthony T. C. Chan, Robert Ferris, Vincent Gregoire, Kevin J. Harrington, Ingeborg Tinhofer, Senada Koljenović, Nancy Y. Lee, C. René Leemans, Jean-Pascal Machiels, Hisham Mehanna, Robert Metcalf, Brian O'Sullivan, Sjoukje Oosting, Ester Orlandi, Vinidh Paleri, Amanda Psyrri, Nabil F F. Saba, Sandra Schmitz, Christian Simon, Makoto Tahara, Vincent Vander Poorten, Milan Vošmik, Paolo Bossi Jul 2026

Standardization Of Objectives And Response Criteria For Neoadjuvant Immunotherapy In Resectable Squamous Cell Carcinoma Of The Head And Neck, Carlo Resteghini, Athanassios Argiris, Pierre Blanchard, Irene Braña, Anna Maria Camarda, Anthony T. C. Chan, Robert Ferris, Vincent Gregoire, Kevin J. Harrington, Ingeborg Tinhofer, Senada Koljenović, Nancy Y. Lee, C. René Leemans, Jean-Pascal Machiels, Hisham Mehanna, Robert Metcalf, Brian O'Sullivan, Sjoukje Oosting, Ester Orlandi, Vinidh Paleri, Amanda Psyrri, Nabil F F. Saba, Sandra Schmitz, Christian Simon, Makoto Tahara, Vincent Vander Poorten, Milan Vošmik, Paolo Bossi

Department of Medical Oncology Faculty Papers

The management of locally-advanced, resectable head and neck squamous cell carcinoma (HNSCC) is undergoing a major shift driven by the integration of neoadjuvant immunotherapy (nIO). The rationale for nIO lies in its administration within an immunologically active, treatment-naïve microenvironment that enhances immune priming and anti-tumor response. Despite encouraging clinical data, including the pivotal KEYNOTE-689 trial and multiple phase II studies, methodological heterogeneity in trial design, endpoint definitions, and response criteria currently hampers data comparability and the establishment of new standards of care. This expert narrative review proposes a structured framework for standardizing clinical, pathologic, imaging, and translational endpoints in HNSCC …


Hepatitis B In The Vaccine Era: Persistent Burden And Clinical Implications, Cherechi Nwabueze, Eunice Omeludike, Ridwan Ademola Lawal, Kedife Nwabueze Jul 2026

Hepatitis B In The Vaccine Era: Persistent Burden And Clinical Implications, Cherechi Nwabueze, Eunice Omeludike, Ridwan Ademola Lawal, Kedife Nwabueze

School of Medicine Publications

Hepatitis B virus (HBV) infection remains a leading global cause of advanced liver disease and imposes a substantial economic burden. Early prevention is critical, as perinatally acquired HBV carries a high risk of progression to cirrhosis or hepatocellular carcinoma (HCC). Hepatitis B vaccination has been proven effective in preventing cancer, yet coverage of the complete vaccine series remains suboptimal. This implementation gap perpetuates the clinical burden, manifesting decades later as hepatic decompensation and liver cancer. This narrative review synthesizes the current HBV landscape, highlighting how gaps in vaccination policy and delivery contribute to real-world gastrointestinal outcomes. By reframing HBV vaccination …


Automated Scoring Of Prosody In Oral Reading Fluency: Integrating Acoustic And Sentence/Chunk-Level Silence Features With Machine Learning, Kuo Wang Jul 2026

Automated Scoring Of Prosody In Oral Reading Fluency: Integrating Acoustic And Sentence/Chunk-Level Silence Features With Machine Learning, Kuo Wang

Education Policy and Leadership Theses and Dissertations

Prosody, the ability to read with appropriate variation in pitch, duration, pausing, and stress, is an important (and challenging to measure) dimension of oral reading fluency (ORF) and comprehension. ORF prosody is currently measured through human raters and rubric-based scoring systems (e.g., the National Assessment of Educational Progress (NAEP) or the Multidimensional Fluency Scale (MDFS scales). The rating process is labor and resource-intensive and introduces rater bias. Recent work has shown acoustic features to predict prosody ratings; however, their models had low generalization performance on cross-domain data (unseen passages and student samples).

The present study investigated the automated assessment of …


Leveraging Data Science And Analytics For Next-Generation Transportation And Logistics: Literature Review And Regional Analysis, Kazi Humayra Shams Jul 2026

Leveraging Data Science And Analytics For Next-Generation Transportation And Logistics: Literature Review And Regional Analysis, Kazi Humayra Shams

Graduate Theses and Dissertations

The increasing integration of data science and analytics into next-generation transportation and logistics planning and operations offers improved system performance but requires managing and interpreting vast and complex datasets. The Arkansas Smart Transportation Research, Infrastructure and Data-Driven Engineering Systems (AR-STRIDES) program (NSF Award No. 2445877) is working to develop data science solutions and data-driven supply chain technologies for next-generation transportation and logistics systems. This thesis supports AR-STRIDES by providing a comprehensive literature review of recent literature studying data science and analytics in transportation and logistics systems and conducting a regional analysis of Arkansas to create a database of companies, higher …


There Is No Free Benchmark: An Institutional View Of Legal Ai Benchmarking, Neel Guha, Andy K. Zhang, Christine Tsang, Christopher D. Manning, Julian Nyarko, Daniel E. Ho Jul 2026

There Is No Free Benchmark: An Institutional View Of Legal Ai Benchmarking, Neel Guha, Andy K. Zhang, Christine Tsang, Christopher D. Manning, Julian Nyarko, Daniel E. Ho

Faculty Scholarship

Despite substantial excitement around the use of AI in law, little information exists on the performance and associated risks of the domain’s widely marketed tools. Recent work, for instance, has demonstrated the significant potential for “hallucinations” — wherein models make up facts, law, and precedent — leading Chief Justice Roberts to spotlight this risk in his annual report on the judiciary. We argue that there is a need for public AI benchmarking in law. First, relative to other AI application domains, the legal AI ecosystem lacks legibility — there is little information about the design and performance of many commercial …


Free Expression And Civil Rights On Campus: Consistency And The Kant-Rawls Heuristic, David M. Schizer Jul 2026

Free Expression And Civil Rights On Campus: Consistency And The Kant-Rawls Heuristic, David M. Schizer

Faculty Scholarship

Universities learned hard lessons in the months after Hamas attacked Israel on October 7. 2023. This painful and challenging time highlighted the urgent need to pursue two critical goals, which sometimes are in tension with each other. First, universities have to protect academic freedom and free expression. This is their life blood. Second, universities also have to honor their legal and moral obligation to combat discrimination, including antisemitism.

Yet this is easier said than done. Protecting free expression means allowing speech that is controversial and even offensive. But this speech can contribute to a hostile environment. So, in seeking both …


Values And Posttraumatic Resilience: Assessing The Moderating Impact Of Cultural Context, Jeremy Brian Clift Jul 2026

Values And Posttraumatic Resilience: Assessing The Moderating Impact Of Cultural Context, Jeremy Brian Clift

Graduate Theses and Dissertations

People commonly experience a traumatic event during their lives, and many effectively cope with the experience, demonstrating psychological resiliency. However, this is not always the case; others may develop psychopathology in the wake of a traumatic event, such as posttraumatic stress disorder. Why might some people experience clinically significant difficulty following a traumatic event while others do not? The current study examined this question by considering the role of values—cognitive representations of motivations that guide action—and testing predictions generated from the Contextual Model of Values-Based Responding to Traumatic Experiences (Clift & Veilleux, unpublished manuscript). It was predicted that greater growth …


From Learner To Leader: Exploring Principals' Perspectives On Professional Learning, Development, And Mentoring, Eric William Kausch Jul 2026

From Learner To Leader: Exploring Principals' Perspectives On Professional Learning, Development, And Mentoring, Eric William Kausch

Graduate Theses and Dissertations

This purpose of this qualitative study was to examine veteran secondary school principals’ engagement in professional learning, development, and mentoring for the improvement of their leadership skills. While previous literature provides insight into administrative preparation programs, mentoring of novice leaders, and succession planning for those advancing their careers, there are fewer studies that discuss enhancing experienced principals’ leadership development. The study was guided by three research questions: (1) How do principals describe their experiences participating in professional learning and development? (2) What types of leadership experiences do principals engage in to improve their leadership skills? and (3) How does engaging …


Drawing Conclusions: Autonomy And Mental Maps In Denmark And The Faroe Islands, Erik Steven Breidinger Jul 2026

Drawing Conclusions: Autonomy And Mental Maps In Denmark And The Faroe Islands, Erik Steven Breidinger

Graduate Theses and Dissertations

This dissertation develops and tests a comparative heuristic device called optimal autonomy to explain when and how autonomous territories, or simply autonomies, become durable components of the global system of sovereign states. Drawing on a mixed‑methods case study of Denmark and the Faroe Islands, the study operationalizes optimal autonomy as a heuristic device using three interacting metrics: territorial delineation, national distinction, and state dependence. Using semi‑structured interviews with public officials and a mental‑mapping experiment with university students, this research shows that optimal autonomies are not made from single institutional designs but rather a dynamic equilibrium between maximal territorial delineation, medial …


A Dual Analysis Of Generic Stereotypes, Shaoneng Xu Jul 2026

A Dual Analysis Of Generic Stereotypes, Shaoneng Xu

Graduate Theses and Dissertations

In my thesis, I provide a dual-analysis on generic stereotypes, including a semantic analysis that focuses on the truth conditions of generic sentences as well as a pragmatic analysis that focuses on the normative force of generic stereotypes. The thesis contains two parts: In the first chapter, I make a semantic analysis of generic stereotypes based on Lemeire’s (2020) paper. I unpack the general concept of generic sentences and their truth-conditions. I also discuss Lemeire’s rebuttal strategies to offensive generic stereotypes, and add to it by indicating that generics can also carry normative forces. In the second chapter, I make …


“We Have The Right To Education”: Exploring Student Experiences, Disability Policy, And The Need For Culturally Refined Awareness Raising On Inclusive Higher Education Within The English-Speaking Caribbean, Kadesha Treco Jul 2026

“We Have The Right To Education”: Exploring Student Experiences, Disability Policy, And The Need For Culturally Refined Awareness Raising On Inclusive Higher Education Within The English-Speaking Caribbean, Kadesha Treco

Graduate Theses and Dissertations

Within the English-speaking Caribbean, research at the intersection of inclusive education policy and higher education (HIED) remains limited. Despite the ratification of the United Nations Convention on the Rights of Persons with Disabilities (2006) by countries across the region, the establishment of the CARICOM Special Rapporteur on Disabilities, and the creation of several pieces of national disability legislation, there is little evidence regarding the effectiveness of these initiatives at improving access to HIED. Therefore, this dissertation contributes to regional scholarship on inclusive education by examining how access to, and experiences within HIED institutions are shaped for students with disabilities. This …


Making Meaning In Gender Affirming Therapy: Voices Of Transgender And Gender Diverse Individuals, Shelby Freeman Jul 2026

Making Meaning In Gender Affirming Therapy: Voices Of Transgender And Gender Diverse Individuals, Shelby Freeman

Graduate Theses and Dissertations

Transgender and gender diverse (TGD) people frequently seek out counseling services and experience greater mental health difficulties than the general population. Oppressive political and social structures are often cited as a main contributor to mental health disparities. As antitransgender laws and sentiments increase in the U.S., the likelihood of mental health professionals encountering TGD clients will also increase. This requires specific competencies in how to provide effective gender-affirming mental health services. Affirming MHPs are more accessible to TGD clients now than ever due to increases in provider training and improved attitudes. However, previous research revealed that MHPs who identify as …


Beyond Access: Native American Students' Sense Of Belonging At Land-Grant Pwis, Skyler Ames-Patton Jul 2026

Beyond Access: Native American Students' Sense Of Belonging At Land-Grant Pwis, Skyler Ames-Patton

Graduate Theses and Dissertations

Native American students remain one of the most underrepresented populations within higher education and continue to experience unique challenges related to belonging, visibility, and persistence, particularly within predominantly White institutions (PWIs). Although sense of belonging has been widely recognized as a significant factor influencing student success and retention, traditional approaches to belonging often fail to account for distinct cultural, historical, and relational experiences that shape Native students’ educational journeys. This study explores how Native American students describe their interpersonal experiences and sense of belonging at a public, land-grant, PWI in the mid-South region of the United States. Guided by Tribal …


Identifying Muscle Health Deficits Among Older Adults With And Without Cognitive Impairment, Ray Guerreros Urbina Jul 2026

Identifying Muscle Health Deficits Among Older Adults With And Without Cognitive Impairment, Ray Guerreros Urbina

Graduate Theses and Dissertations

Age-related declines in skeletal muscle health (SMH) and cognitive function are major contributors to disability, loss of independence, and reduced quality of life among older adults. Emerging evidence suggests that skeletal muscle and cognitive health may be interconnected through shared physiological mechanisms; however, the relationships between specific aspects of SMH and cognitive performance remain unclear. Therefore, the purpose of this study was to examine the relationships between SMH and cognitive performance among older adults and to determine whether SMH differs between cognitively healthy and cognitively impaired individuals after accounting for age and physical activity. A cross-sectional analysis was conducted using …


Arkansas’ Crippled Children’S Homes & The Politics Of Polio, Rylie Ford Jul 2026

Arkansas’ Crippled Children’S Homes & The Politics Of Polio, Rylie Ford

Graduate Theses and Dissertations

Most of the work in the field of disability history has centered on the Northeastern part of the United States and regions with large urban centers, therefore, excluding Southern and rural perspectives. This omission is particularly problematic when roughly 79% of the Black population in the United States lived in the South in 1940. The aim of this study is to contribute a Southern perspective to disability studies and Black medical history by tracing the development of services and aid for children with physical disabilities in Arkansas. Employing the frameworks from the social model of disability and Black disability politics, …


The Pāḷi Text Of The Nīvaraṇasutta From The Aṅguttara Nikāya, Maksim Astashinskiy Jul 2026

The Pāḷi Text Of The Nīvaraṇasutta From The Aṅguttara Nikāya, Maksim Astashinskiy

Faculty Papers and Publications

The Pāḷi text of the Nīvaraṇasutta from the Aṅguttara Nikāya (AN 9.64) is anthologized in The Buddhist Era 2500 Great International Council Nīvaraṇasutta Pāḷi Tipiṭaka: 40 Volume Edition in Roman Script B.E. 2548 (M.L. Maniratana Bunnag Dhamma Society Fund, 2005), https://suttacentral.net/ms. English translations by Thānissaro Bhikkhu from 1998 (or 2002) together with Bhikkhu Sujato from 2016–2018 are housed in SuttaCentral. The historically significant English translation of AN 9.64 is part of the multivolume, The Book of Gradual Sayings (Anguttara-Nikaya), or More Numbered Suttas, Vol. IV (The Book of the Sevens, Eights and Nines), Pali …


Bridging The Gap: Addressing Challenges And Enhancing Support For Learners Transitioning From Primary To Secondary School, Redson Nkosi, Precious Nyoni, Philogene Manirahari Jul 2026

Bridging The Gap: Addressing Challenges And Enhancing Support For Learners Transitioning From Primary To Secondary School, Redson Nkosi, Precious Nyoni, Philogene Manirahari

Journal of Global Education and Research

This study explored the challenges students face during the transition from primary to secondary school, particularly in their final year of primary and first year of secondary school. Common concerns include bullying, making new friends, increased workload, unfriendly teachers, teasing, new subjects, and adjusting to the secondary school environment. Conducted in Malawi, Mzimba North education district at two secondary schools and one primary school, the research used a qualitative methodology, employing documentary review, interviews, focus group discussions, and observations for data collection. Findings revealed that many of the students’ fears were either confirmed, such as bullying and teacher strictness, proving …


2025-2026 Annual Report: Leadership, Spirituality & Education, Muslim Student Life Jul 2026

2025-2026 Annual Report: Leadership, Spirituality & Education, Muslim Student Life

Muslim Student Life

This annual report provides a concise overview of the Muslim Chaplaincy and its initiatives and programs for Muslim students during the 2025-2026 academic year. It showcases only a select few of the programs and accomplishments of the Muslim community at Syracuse University and beyond.


Sjsu Erfa News, Summer 2026, San Jose State University, Emeritus And Retired Faculty Association Jul 2026

Sjsu Erfa News, Summer 2026, San Jose State University, Emeritus And Retired Faculty Association

Emeritus and Retired Faculty Association (ERFA) Newsletter

Volume 39, No 39


New-Onset Cognitive Impairment After Delirium Among Hospitalised Older Ghanaians: A Pilot Study, John-Paul Omuojine, Richard Dei-Asamoa, Caleb Otu-Ansah, Gertrude Aboah, Belinda Opoku, George Amponsah, Stella Afeti, Leah Ratner, Ruth Owusu-Antwi, Cyprian Mostert Jul 2026

New-Onset Cognitive Impairment After Delirium Among Hospitalised Older Ghanaians: A Pilot Study, John-Paul Omuojine, Richard Dei-Asamoa, Caleb Otu-Ansah, Gertrude Aboah, Belinda Opoku, George Amponsah, Stella Afeti, Leah Ratner, Ruth Owusu-Antwi, Cyprian Mostert

Population Health, East Africa

Background Delirium is a potentially modifiable risk factor for dementia. However, post-delirium cognition has hardly been studied in Africa, where the burden of both disorders is rising disproportionately.

Objective We estimated the incidence of new-onset cognitive impairment (NCI) 6 months after hospitalisation with non-stroke delirium among older Ghanaians.

Methods This was a prospective observational pilot study conducted among 60 previously cognitively unimpaired (retrospective proxy assessment) adults aged ≥60 years, hospitalised with non-stroke prevalent delirium in a Tertiary Hospital. Delirium was confirmed and rated using the Confusion Assessment Method (CAM) and Severity Scale (CAM-S) within 24–72 hours of admission and reassessed …


Clinical Document Metadata Extraction: A Scoping Review, Kurt Miller, Qiuhao Lu, William Hersh, Kirk Roberts, Steven Bedrick, Andrew Wen, Hongfang Liu Jul 2026

Clinical Document Metadata Extraction: A Scoping Review, Kurt Miller, Qiuhao Lu, William Hersh, Kirk Roberts, Steven Bedrick, Andrew Wen, Hongfang Liu

Faculty, Staff and Student Publications

Objectives: Clinical document metadata, such as document type, structure, author role, medical specialty, and encounter setting, is essential for accurate interpretation of information captured in clinical documents. However, vast documentation heterogeneity and drift over time challenge harmonization of document metadata. Automated extraction methods have emerged to coalesce metadata from disparate practices into target schema. This scoping review aims to catalog research on clinical document metadata extraction, identify methodological trends and applications, and highlight gaps warranting further investigation.

Methods: We followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines to identify articles from Ovid …


Sex Differences In The Protective Effect Of Brain Volume: Age Attenuates Protection In Women, Javier Gomez-Farias, Ngoc Mai Le, Joseph N Samaha, Bruna Kfoury, Hussain M Azeem, Ritesh Bajaj, Mahnoor Khalid, Freya Kanakhara, Shikha Tripathi, Shayan Shams, Luca Giancardo, Eunyoung A Lee, Robert W Regenhardt, Louise D Mccullough, Sunil A Sheth Jul 2026

Sex Differences In The Protective Effect Of Brain Volume: Age Attenuates Protection In Women, Javier Gomez-Farias, Ngoc Mai Le, Joseph N Samaha, Bruna Kfoury, Hussain M Azeem, Ritesh Bajaj, Mahnoor Khalid, Freya Kanakhara, Shikha Tripathi, Shayan Shams, Luca Giancardo, Eunyoung A Lee, Robert W Regenhardt, Louise D Mccullough, Sunil A Sheth

Faculty, Staff and Student Publications

Background: Sex differences in outcomes after acute ischemic stroke are well recognized, but mechanisms remain unclear. This study evaluates whether parenchymal brain volume (PBV), age, and final infarct volume explain sex-specific differences in poststroke disability.

Methods: We analyzed a prospectively collected multicenter registry of acute ischemic stroke patients treated between 2015 and 2024. Automated pipelines quantified PBV from noncontrast computed tomography and diffusion-weighted imaging-derived final infarct volume from 24- to 48-hour magnetic resonance imaging. With the primary outcome being 90-day functional independence (modified Rankin Scale score 0-2), sex-stratified logistic regression models evaluated its association with PBV. Stratified logistic and linear …


Medadl: High-Throughput Information Extraction Of Functional Status From Electronic Health Records To Advance Frailty Assessment In Older Adults, Sunyang Fu, Zhiyi Yue, Jennyly T Nguyen, Huipeng Liu, Jaerong Ahn, Vanessa Ramirez, Jude Des Bordes, Hongfang Liu, Min Ji Kwak, Nahid J Rianon Jul 2026

Medadl: High-Throughput Information Extraction Of Functional Status From Electronic Health Records To Advance Frailty Assessment In Older Adults, Sunyang Fu, Zhiyi Yue, Jennyly T Nguyen, Huipeng Liu, Jaerong Ahn, Vanessa Ramirez, Jude Des Bordes, Hongfang Liu, Min Ji Kwak, Nahid J Rianon

Faculty, Staff and Student Publications

Background: Functional status is essential for assessing frailty and planning care in older adults but is often under-documented in the structured fields of electronic health records. Manual chart review can capture functional status information but is labor-intensive and time-consuming. In this study, we developed and validated a scalable natural language processing (NLP) model to extract functional status information from unstructured electronic health record (EHR) notes.

Methods: This retrospective cohort study included 110 older adults seen at a geriatric osteoporosis clinic. A large language model-augmented symbolic NLP pipeline (MedADL) was developed to extract activities of daily living (ADL) and instrumental activities …