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Volumetric Buccal Bone Alterations At Immediate Implant Sites With Or Without Soft Tissue Augmentation: A 6-Month Assessment, Mary Jung, Duong Tran, Chi-Ching Chang, Sung K Kim, Yosuke Tsukiboshi, Seiko Min, Srinivas Ayilavarapu, Chun-Teh Lee Feb 2026

Volumetric Buccal Bone Alterations At Immediate Implant Sites With Or Without Soft Tissue Augmentation: A 6-Month Assessment, Mary Jung, Duong Tran, Chi-Ching Chang, Sung K Kim, Yosuke Tsukiboshi, Seiko Min, Srinivas Ayilavarapu, Chun-Teh Lee

Faculty, Staff and Student Publications

Background: This study is part of a randomized controlled trial investigating the impact of soft tissue augmentation (STA) using subepithelial connective tissue graft (SCTG) (immediate implant with subepithelial connective tissue graft [ICT] group) or acellular dermal matrix (ADM) (immediate implant with acellular dermal matrix [IAD] group) versus no STA (control) on the clinical outcomes following immediate implant placement (IIP). This study aimed to investigate volumetric buccal bone dimensional changes at immediate implant sites 6 months after the surgery.

Methods: Forty-five patients requiring extraction of a maxillary anterior tooth or premolar and randomly assigned to one of the three groups were …


Ex Vivo Comparative Analysis Of Retrievability Among Four Calcium Silicate-Based Sealers For Regaining Apical Patency, Darian Shomali, Timothy Kirkpatrick, Sang Won Kwak, Hyeon-Cheol Kim, Ji Wook Jeong Feb 2026

Ex Vivo Comparative Analysis Of Retrievability Among Four Calcium Silicate-Based Sealers For Regaining Apical Patency, Darian Shomali, Timothy Kirkpatrick, Sang Won Kwak, Hyeon-Cheol Kim, Ji Wook Jeong

Faculty, Staff and Student Publications

Objectives: : Efficient retrievability is a key requirement for endodontic sealers. This study evaluated the retrievability of four different calcium silicate-based sealers (CSS).

Methods: A total of 153 single-rooted human teeth with straight canals were decoronated to a standardized working length of 12 mm. The canals were negotiated to working length using K files up to size 15/.02, followed by rotary instrumentation up to 35/.04, 2 mm short of working length. The teeth were randomly assigned to five groups: NeoSEALER Flo (NEO; Avalon Biomed), Ceraseal (CS; Meta Biomed), Endosequence BC Sealer (BC; Brasseler USA), AH Plus Bioceramic Sealer (AHB; Dentsply …


February 2026, Swosu Bulldog Wellness Committee Feb 2026

February 2026, Swosu Bulldog Wellness Committee

SWOSU BULLDOG WELLNESS

  • American Heart Month
  • Heart-Healthy Tips for Bulldogs
  • Bulldog Resources


Engineering Enac Constructs To Examine Pip2 And Ubiquitin Competition On Enac Regulation And Stability, Lacie Johnson Feb 2026

Engineering Enac Constructs To Examine Pip2 And Ubiquitin Competition On Enac Regulation And Stability, Lacie Johnson

Chemistry & Biochemistry Undergraduate Honors Theses

The epithelial sodium channel (ENaC) plays a critical role in sodium homeostasis, fluid balance, and blood pressure regulation. ENaC activity is tightly controlled by post-translational mechanisms, including ubiquitination-mediated degradation and phosphatidylinositol 4,5-bisphosphate (PIP2) dependent channel activation. PIP2 is a phospholipid necessary to facilitate the maximal channel opening. Previous studies suggest that intracellular PIP2 binding sites are located in proximity to ubiquitination sites on ENaC subunits, raising the possibility of PIP2 binding to influence channel stability and function. This thesis aimed to engineer and validate molecular tools capable of examining the interplay between PIP2 binding and ubiquitination in ENaC regulation. A …


Necessary, But Insufficient: School Counselors’ Informal Learning Experiences With Writing Letters Of Recommendations, Mandy Savitz-Romer, Tara Nicola, Julius Dilorenzo, Jen Ha, Amy Desiderio, Sebastian Munoz Galvez, Matthew O'Brien Feb 2026

Necessary, But Insufficient: School Counselors’ Informal Learning Experiences With Writing Letters Of Recommendations, Mandy Savitz-Romer, Tara Nicola, Julius Dilorenzo, Jen Ha, Amy Desiderio, Sebastian Munoz Galvez, Matthew O'Brien

Journal of College Access

Submission of recommendation letters from high school counselors is a requirement for undergraduate admission at many selective colleges. However, there has been limited research to-date examining these critical application components and the front-line professionals who generate them. This study examines how high school counselors, who are key actors in holistic admission practices, learn how to craft recommendation letters. Given previous research has found that counselors have limited training in college admission counseling, understanding the learning processes that shape their letter writing is a critical first step for improving the quality of letters and their utility for student success in the …


Addressing Systemic Workforce Challenges In General Practice—A Qualitative Study Of General Practitioners In Ireland, Uzair Shabbir, Ray O’Connor, Joe Macdonagh, Andrew O’Regan Feb 2026

Addressing Systemic Workforce Challenges In General Practice—A Qualitative Study Of General Practitioners In Ireland, Uzair Shabbir, Ray O’Connor, Joe Macdonagh, Andrew O’Regan

Research Outputs: 2025-Present

Background General practice across Europe faces a workforce crisis, with a projected shortfall of up to 1660 general practitioners in Ireland by 2028. While policy interventions have been proposed, a gap remains between the Irish health system's strategic objectives and the day-to-day realities experienced by general practitioners. Objective The aim of this study is to explore the perspectives of Irish general practitioners in addressing recruitment and retention challenges in general practice. Specific objectives include identifying solutions and the supports necessary for sustainable future general practice. Methods A qualitative study design was employed, utilizing semi-structured online interviews with general practitioners recruited …


Development Of A Predictive Model For Cardiac Dysfunction In Mis-C Patients Utilizing Laboratory Biomarkers, Guliz Erdem, Brendan Galdo, Roshini S Abraham, Allayne Stephans, Simon Lee, Jun Yasuhara, Brent Merryman, Diego Cruz Vidal, Nathan M Money, Jennifer Colgan, Risa Bochner, Ron L Kaplan, Erin Aldag, Thomas Graf, Steve Rust Feb 2026

Development Of A Predictive Model For Cardiac Dysfunction In Mis-C Patients Utilizing Laboratory Biomarkers, Guliz Erdem, Brendan Galdo, Roshini S Abraham, Allayne Stephans, Simon Lee, Jun Yasuhara, Brent Merryman, Diego Cruz Vidal, Nathan M Money, Jennifer Colgan, Risa Bochner, Ron L Kaplan, Erin Aldag, Thomas Graf, Steve Rust

Faculty, Staff and Student Publications

Background and objectives: Early identification of cardiac dysfunction in multi-system inflammatory syndrome in children (MIS-C) is crucial for effective management. Our primary objective was to predict left ventricular systolic dysfunction (LVSD) through a multicenter collaborative assessing admission laboratory data and echocardiogram findings.

Methods: Laboratory and clinical data were collected by retrospective chart review from a cohort of pediatric patients admitted and treated for MIS-C in our institutions. Laboratory data including absolute lymphocyte count, albumin, sedimentation rate, C-reactive protein, procalcitonin, d-dimer, fibrinogen, ferritin, interleukin-6 level, and lymphocyte subsets (T, B and NK quantitation, TBNK) were collected. We built a LASSO logistic …


Controlled Antibiotic Release From Emulsion-Loaded Alginate And Fibrin Hydrogels Using Ultrasound, Ziba Ghareh Nazi Fam, Asia Winslow, Mario Fabiilli, Sam Varghese, Brian Oeffinger, Flemming Forsberg, Noreen Hickok, Lauren Delaney Feb 2026

Controlled Antibiotic Release From Emulsion-Loaded Alginate And Fibrin Hydrogels Using Ultrasound, Ziba Ghareh Nazi Fam, Asia Winslow, Mario Fabiilli, Sam Varghese, Brian Oeffinger, Flemming Forsberg, Noreen Hickok, Lauren Delaney

Department of Radiology Faculty Papers

Postoperative infections remain a major complication after spinal fusion surgery, often caused by biofilm-forming bacteria that resist short-term antibiotic prophylaxis. Vancomycin (VAN) is sometimes delivered locally during surgery; however, levels diminish rapidly, leaving patients vulnerable to late-onset infections. We developed a composite hydrogel integrating perfluorohexane-based emulsions within alginate or fibrin matrices to enable both sustained and ultrasound-triggered VAN release. Water-in-oil-in-water emulsions were prepared using fluorosurfactant-stabilized perfluorohexane as the volatile oil phase, then embedded in hydrogels and exposed to ultrasound (2.5 MHz, 5.5 MPa peak negative pressure) to initiate acoustic droplet vaporization for triggered release. Drug release was quantified spectrophotometrically and …


Final 2022 Unreclaimed Sites Sampling: Ur-06 Site Evaluation Summary Report, Pioneer Technical Services, Inc. Feb 2026

Final 2022 Unreclaimed Sites Sampling: Ur-06 Site Evaluation Summary Report, Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Final 2022 Unreclaimed Sites Sampling: Ur-13 Site Evaluation Summary Report, Pioneer Technical Services, Inc. Feb 2026

Final 2022 Unreclaimed Sites Sampling: Ur-13 Site Evaluation Summary Report, Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.


Drug Scheduling As Institutional Design, Matthew B. Lawrence, David E. Pozen Feb 2026

Drug Scheduling As Institutional Design, Matthew B. Lawrence, David E. Pozen

Faculty Scholarship

Controlled Substances Act (CSA), U.S. drug law has simultaneously fueled mass incarceration, inhibited needed access, and enabled an opioid crisis. To make better choices, this Article argues that the CSA’s institutional design must account for three distinctive features of psychoactive drugs: the prohibition problem (drug bans tend to backfire when demand is inelastic), the pharma problem (drug companies have supercharged incentives to manipulate markets and exploit consumers), and the pluralism problem (drug policy involves irreducibly political questions that no expert discipline can answer). On their own, each of these problems calls for reform to the CSA. Taken together, they call …


Roadmap To Implement Statewide Veterans Coordinated Care In New Mexico, Nosa Akol, Zachary Bridgewater, Vincent Delsignore, Emily Graham, Mary Rachel Keville Feb 2026

Roadmap To Implement Statewide Veterans Coordinated Care In New Mexico, Nosa Akol, Zachary Bridgewater, Vincent Delsignore, Emily Graham, Mary Rachel Keville

Institute for Veterans and Military Families

The New Mexico State Legislature is interested in building a statewide coordinated care network to better connect veterans and their families to service. This document translates community input into an actionable roadmap for implementation. This outlines key activities, objectives, and milestones across each phase of the project--designed to guide state leaders and implementation partners from design to launch to steady state operations.


Mapping Social Determinants Of Health Data In Sub-Saharan Africa: A Scoping Review Protocol, Felix Anyiam, Jessica Gjonaj, Ngeresa Osango, Richard Mugo, Peace Aber, Jasmit Shah, Judith Mangeni, Rajesh Vedanthan, Joseph Hogan, Ann Mwangi Feb 2026

Mapping Social Determinants Of Health Data In Sub-Saharan Africa: A Scoping Review Protocol, Felix Anyiam, Jessica Gjonaj, Ngeresa Osango, Richard Mugo, Peace Aber, Jasmit Shah, Judith Mangeni, Rajesh Vedanthan, Joseph Hogan, Ann Mwangi

Internal Medicine, East Africa

Introduction Research has increasingly underscored the impact of factors such as socioeconomic status, education, healthcare access, housing and environmental conditions in shaping population health outcomes. These factors, collectively called social determinants of health (SDOH), provide crucial context for understanding drivers of health outcomes. In sub-Saharan Africa (SSA), the study of SDOH is critical due to the region’s unique sociocultural and economic conditions. Understanding how SDOH interacts with health systems and capturing SDOH in data is crucial for informing modelling efforts and policies improving population health more effectively. This scoping review aims to map the types of data used to capture …


Xgboost-Powered Predictive Analytics For Early Identification Of Thermal Runaway In Lithium-Ion Batteries, Isslam Alhasan, Mohd H.S. Alrashdan Feb 2026

Xgboost-Powered Predictive Analytics For Early Identification Of Thermal Runaway In Lithium-Ion Batteries, Isslam Alhasan, Mohd H.S. Alrashdan

All Works

Lithium-ion batteries are pivotal in powering modern technology, from electric vehicles to portable electronics. However, their safety is challenged by the risk of thermal runaway, a critical failure mode leading to catastrophic consequences such as fires and explosions. This study presents a machine learning framework for the early detection of thermal runaway events using sensor data from over 210 open-source battery tests. The framework utilizes voltage, temperature, and force measurements from experimental mechanical indentation tests, with force data providing additional predictive value beyond standard BMS sensors. Key features such as the rate of temperature change and voltage change were engineered …


Evaluation Of The Intempo Path Set For Cyberknife Prostate And Lung Sbrt: A Single-Institution Experience, Yingcui Jia, Lei Fu, Shari Rudoler, Eric Gressen, Yevgeniy Vinogradskiy, Qianyi Xu Feb 2026

Evaluation Of The Intempo Path Set For Cyberknife Prostate And Lung Sbrt: A Single-Institution Experience, Yingcui Jia, Lei Fu, Shari Rudoler, Eric Gressen, Yevgeniy Vinogradskiy, Qianyi Xu

Department of Radiation Oncology Faculty Papers

PURPOSE: The InTempo adaptive imaging system is an important component of the Accuray CyberKnife System, designed to enhance the system's ability to track and correct tumor motion during treatment. However, a limitation of this feature is the reduction of available nodes for treatment planning. The impact of a reduced number of nodes on the quality of InTempo-based treatment plans has not previously been evaluated. This retrospective study aims to compare the dosimetry of CyberKnife plans with and without The InTempo path set for both prostate and lung stereotactic body radiotherapy (SBRT).

METHODS: This study included twelve consecutive prostate SBRT patients …


High-Flow Oxygen Therapy In Ild Exacerbations: An Imperfect Therapy, Kathleen Spritzer, Jesse Roman, Ross Summer, Gautam George Feb 2026

High-Flow Oxygen Therapy In Ild Exacerbations: An Imperfect Therapy, Kathleen Spritzer, Jesse Roman, Ross Summer, Gautam George

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

No abstract provided.


Toward An Emerging Public Health Paradigm, Rod Wallace, Katherine Frels, Maria Itria Ibba, Conrad Lyford, Devin Rose, David Baltensperger, Jan A. Delcour, Steven Greenspan, Alison Lovegrove, Barbara Schneeman, Peter Shewry, Edward Souza, William W. Wilson, Gary W. Yohe, Jim Anderson, George Annor, Jayne Bock, Claudia Carter, Brett Carver, Jianli Chen, Edward C. Deehan, Noah Dewitt, Lisa Diewald, Jason Donovan, Corrine K. Hanson, David Holding, Amir Ibrahim, Mariah Jackson Feb 2026

Toward An Emerging Public Health Paradigm, Rod Wallace, Katherine Frels, Maria Itria Ibba, Conrad Lyford, Devin Rose, David Baltensperger, Jan A. Delcour, Steven Greenspan, Alison Lovegrove, Barbara Schneeman, Peter Shewry, Edward Souza, William W. Wilson, Gary W. Yohe, Jim Anderson, George Annor, Jayne Bock, Claudia Carter, Brett Carver, Jianli Chen, Edward C. Deehan, Noah Dewitt, Lisa Diewald, Jason Donovan, Corrine K. Hanson, David Holding, Amir Ibrahim, Mariah Jackson

Animal and Food Sciences Faculty Publications

An emerging paradigm in public health focuses on enhancing nutrition in existing food staples to reduce chronic disease at the population scale, rather than relying on individuals to change their behavior. This paradigm leverages plant and animal breeding, production practices, and processing to enhance nutrition, whereby foods consumed by millions can be improved at low incremental cost. This article supports and operationalizes this paradigm, illustrating the potential to improve diets through a case study that increases the arabinoxylan fiber content of commodity wheat through classical plant breeding (a non-GMO technology). The approach described in this article proposes to link agricultural …


Peaks Island Star : February 2026, Vol. 46, Issue 2, Service Agencies Of The Island Feb 2026

Peaks Island Star : February 2026, Vol. 46, Issue 2, Service Agencies Of The Island

Peaks Island Star, 2026

The Peaks Island Star is the newsletter of the island's service agencies and other community news.


The Military’S Abortion Crisis In The Aftermath Of Dobbs V. Jackson Women’S Health Organization, Hugh Barrett Mcclean Feb 2026

The Military’S Abortion Crisis In The Aftermath Of Dobbs V. Jackson Women’S Health Organization, Hugh Barrett Mcclean

All Faculty Scholarship

Women in the military have not had access to abortion care since 1978, when Congress introduced an amendment to a Department of Defense (DoD) appropriations bill, later codified under 10 U.S.C. § 1093, that prohibited the use of DoD funds for abortions. While women have endured this second-class health care for over four decades, the Supreme Court’s decision in Dobbs v. Jackson Women’s Health Organization has created new problems for servicewomen and the military writ large. Now military women must travel off-base and, in some instances, out-of-state or out-of-country, to seek an abortion. While women in and out of uniform …


Caring For Post Icu Patients: Knowledge And Attitude Among Nurses Working In General Wards, At Tertiary Hospitals, Dar Es Salaam, Tanzania, Nazahed Mkiramweni, Kahabi Isangula, Masunga Iseselo, Dickson Mkoka, Emmanuel Mlay Feb 2026

Caring For Post Icu Patients: Knowledge And Attitude Among Nurses Working In General Wards, At Tertiary Hospitals, Dar Es Salaam, Tanzania, Nazahed Mkiramweni, Kahabi Isangula, Masunga Iseselo, Dickson Mkoka, Emmanuel Mlay

School of Nursing & Midwifery, East Africa

Introduction: Caring for patients from the Intensive Care Unit (post-ICU) in general wards iscritical in determining patient outcomes. As primary caregivers, nurses provide hour-to-hour care and are essential in monitoring and addressing any signs of deterioration during this crucial transition period. Adequate knowledge and a positive attitudeare vital for ensuring the timely identification and management of complications. This study aimed to assess the knowledge and attitudes of nurses caring for post-ICU patients in general wards.

Methods: A hospital-based descriptive cross-sectional study wasconducted from May to August 2021 at Muhimbili National Hospital (MHN), Muhimbili Orthopedic Institute (MOI), and Jakaya …


The Impact Of Lipid Apheresis On Changes Of Lipoprotein(A): A Systematic Review And Meta-Analysis, Bahman Razi, Masoud Eslami, Saeed Aslani, Shahab Alizadeh, Alireza Hatami, Wael Almahmeed, Salim Virani, Amirhossein Sahebkar Feb 2026

The Impact Of Lipid Apheresis On Changes Of Lipoprotein(A): A Systematic Review And Meta-Analysis, Bahman Razi, Masoud Eslami, Saeed Aslani, Shahab Alizadeh, Alireza Hatami, Wael Almahmeed, Salim Virani, Amirhossein Sahebkar

Population Health, East Africa

Aims Elevated levels of lipoprotein(a) [Lp(a)] are increasingly recognized as an independent risk factor for cardiovascular diseases (CVDs). This systematic review and meta-analysis aimed to evaluate the impact of lipid apheresis therapy on serum Lp(a) levels in a wide array of disorders, particularly CVDs.

Methods and results Following PRISMA guidelines, we searched PubMed, Scopus, and Web of Science databases up to May 2025. Studies reporting pre- and post-treatment Lp(a) levels in participants undergoing lipid apheresis were included. A random-effects model was used when heterogeneity was significant. Subgroup and meta-regression analyses were conducted to explore potential sources of heterogeneity. A total …


Real-World Prevalence Of Pd-L1 Positivity In Early-Stage/Metastatic Triple-Negative Breast Cancer: Primary Results And Pathology Insights From The Global Retrospective Observational Vanessa Study, Corrado D'Arrigo, Sitki Tuzlali, Romualdo Barroso-Sousa, Nagi El Saghir, Rebecca Dent, Nataša Medić-Milijić, Gyungyub Gong, Shahin Sayed, Tu Anh, Alisan Zirtiloglu Feb 2026

Real-World Prevalence Of Pd-L1 Positivity In Early-Stage/Metastatic Triple-Negative Breast Cancer: Primary Results And Pathology Insights From The Global Retrospective Observational Vanessa Study, Corrado D'Arrigo, Sitki Tuzlali, Romualdo Barroso-Sousa, Nagi El Saghir, Rebecca Dent, Nataša Medić-Milijić, Gyungyub Gong, Shahin Sayed, Tu Anh, Alisan Zirtiloglu

Pathology, East Africa

Aim To understand whether the worldwide implementation of PD-L1 testing in triple-negative breast cancer (TNBC) can be achieved in routine clinical practice.

Methods and results The multicentre retrospective observational VANESSA study consecutively and uniformly enrolled patients treated with systemic therapy for early or metastatic (e/m)TNBC diagnosed between 2014 and 2017. PD-L1 status was retrospectively assessed locally and centrally using the VENTANA PD-L1 (SP142) Assay (PD-L1 expression on tumour-infiltrating immune cells covering ≥1% of the tumour area). The primary objective was to determine the prevalence of PD-L1 positivity assessed locally on primary and/or metastatic tumour tissue. Concordance between local and central …


Survey Of 1200 U.S. Registered Voters, February 2026 Toplines, Robert Alexander, Melissa K. Miller, David J. Jackson, Joshua Boston Feb 2026

Survey Of 1200 U.S. Registered Voters, February 2026 Toplines, Robert Alexander, Melissa K. Miller, David J. Jackson, Joshua Boston

Democracy and Public Policy Network Polls

No abstract provided.


Survey Of 1200 U.S. Registered Voters, February 2026 Tabs, Robert Alexander, Melissa K. Miller, David J. Jackson, Joshua Boston Feb 2026

Survey Of 1200 U.S. Registered Voters, February 2026 Tabs, Robert Alexander, Melissa K. Miller, David J. Jackson, Joshua Boston

Democracy and Public Policy Network Polls

No abstract provided.


Investigation Of Teratogenic Concerns In The Coronavirus Disease Of 2019 Era, Kate Richardson, Emily C Daykin, Kathleen Shields, S Shahrukh Hashmi, Lorrie Harris-Sagaribay, Molly Daniels, Myla Ashfaq Feb 2026

Investigation Of Teratogenic Concerns In The Coronavirus Disease Of 2019 Era, Kate Richardson, Emily C Daykin, Kathleen Shields, S Shahrukh Hashmi, Lorrie Harris-Sagaribay, Molly Daniels, Myla Ashfaq

Faculty, Staff and Student Publications

Background: MotherToBaby (MTB) is a teratogen information service that provides information about exposures during pregnancy and breastfeeding to the public and healthcare providers. During the Coronavirus Disease of 2019 (COVID-19) pandemic, MTB received an influx of queries regarding the teratogenicity of the virus and the vaccine. The purpose of this study was to assess the frequency and type of exposures asked about prior to the onset of the COVID-19 pandemic through March 2022 and to evaluate the demographics of individuals who made inquiries.

Methods: Data from MTB contacts (2018-2022) were accessed through a data-sharing agreement. The data were cleaned and …


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, Yao Zhao, Belinda M Lee, Hunter L Emory, 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 Feb 2026

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, Yao Zhao, Belinda M Lee, Hunter L Emory, 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 …


Inferring High-Fat Dietary Patterns From Electronic Health Record Data Using Machine Learning, Ya-Yun Yeh, Hsin-Yueh Lin, Jingchuan Guo, Ramon C Sun, Sizun Jiang, Jiang Bian, Hao Dai Feb 2026

Inferring High-Fat Dietary Patterns From Electronic Health Record Data Using Machine Learning, Ya-Yun Yeh, Hsin-Yueh Lin, Jingchuan Guo, Ramon C Sun, Sizun Jiang, Jiang Bian, Hao Dai

Faculty, Staff and Student Publications

Objectives: Electronic health records (EHRs) rarely capture dietary detail, limiting diet-disease research. We aimed to develop machine learning (ML) computable phenotypes to identify high-fat diet (HFD) using variables typically available in EHRs.

Materials and methods: We used National Health and Nutrition Examination Survey (NHANES) 1999-2020 data, where 24-h dietary recall served as ground truth. Dietary fat intake was summarized into a score (0-30) based on percent energy from fat, carbohydrate, and protein; lower scores indicated HFD. We defined HFD at cutoffs of 10, 15, and 20, and trained ML models (Extreme Gradient Boosting, logistic regression, random forest) using EHR-compatible variables …


Implanting Microelectrode Arrays In The Bottom Of The Central Sulcus Targeting Somatosensory Area 3a For Restoration Of Proprioception, Tyler R Johnson, Sarah Moralle, Ziling Luo, Dawn M Taylor Feb 2026

Implanting Microelectrode Arrays In The Bottom Of The Central Sulcus Targeting Somatosensory Area 3a For Restoration Of Proprioception, Tyler R Johnson, Sarah Moralle, Ziling Luo, Dawn M Taylor

Faculty, Staff and Student Publications

Objective: The long-term goal of this work is to develop a sensorimotor brain-machine interface (BMI) in which intended movements are decoded from the motor cortex and proprioceptive feedback is delivered via intracortical microstimulation of Brodmann's area 3a. A vital step toward this goal is to demonstrate in rhesus macaques a novel surgical approach for the precise and safe implantation of custom-length microelectrode arrays into area 3a at the bottom of the central sulcus.

Methods: Preoperative planning combined high-resolution 7-T MR and CT imaging to generate 3D models of the cortices of 2 subjects. These models were used to fabricate 3D-printed …


Hootation: A Gui And Api Library For Ontology Validation And Verbalization., Muhammad Amith, Xubing Hao, Warren Manuel, Manqi Li, Shun Rao, Kirk Roberts, Hua Xu, Yang Gong, Frank Manion, Cui Tao, Licong Cui Feb 2026

Hootation: A Gui And Api Library For Ontology Validation And Verbalization., Muhammad Amith, Xubing Hao, Warren Manuel, Manqi Li, Shun Rao, Kirk Roberts, Hua Xu, Yang Gong, Frank Manion, Cui Tao, Licong Cui

Faculty, Staff and Student Publications

Ontology verbalization refers to the process of translating formal axioms into natural language expressions. The primary objective is to facilitate the review and validation of ontology content by subject matter experts without requiring extensive technical expertise. While previous approaches based on templates or controlled grammar have been effective, they often face limitations in scalability, fluency, and adaptability. To address these issues, we developed Hootation, an open-source software system that supports ontology verbalization through both a graphical user interface and an API library. The tool implements rule-based translation of OWL2 axioms and further incorporates optional Large Language Model (LLM) components for …


Visit-Level Quality Measurement Reveals Missed Opportunities And Overuse In Preventive Oral Health Care, Bunmi Tokede, Suhasini Bangar, Swaroop Gantela, Ryan Brandon, Alfa Yansane, Donald B Rindal, Don Worley, Joel White, Joanna Mullins, Ana Neumann, Todd Johnson, Nicholas Skourtes, Gregory Olson, Janelle Urata, Heather Weidner, Katie Lamberger, Aaron Truong, Heiko Spallek, Elsbeth Kalenderian, Muhammad F Walji Feb 2026

Visit-Level Quality Measurement Reveals Missed Opportunities And Overuse In Preventive Oral Health Care, Bunmi Tokede, Suhasini Bangar, Swaroop Gantela, Ryan Brandon, Alfa Yansane, Donald B Rindal, Don Worley, Joel White, Joanna Mullins, Ana Neumann, Todd Johnson, Nicholas Skourtes, Gregory Olson, Janelle Urata, Heather Weidner, Katie Lamberger, Aaron Truong, Heiko Spallek, Elsbeth Kalenderian, Muhammad F Walji

Faculty, Staff and Student Publications

Background: Traditional annual dental quality measures fail to capture real-time care delivery and can mask critical gaps in patient-specific treatment. The authors developed and implemented visit-level adaptations of established caries quality measures to enable actionable, point-of-care assessment.

Methods: The authors conducted a retrospective analysis of 1.09 million dental visits across 400,000 patients (2021-2023) at 4 US institutions using axiUm (Henry Schein Corp) or Epic (Epic Systems) electronic health records. The authors transformed 2 annual measures involving caries risk assessment and risk-based preventive treatment into visit-level metrics using a 2 × 2 matrix framework: action due and performed, due and not …