Digital Commons Network^™

Robustness Assessment Of Head And Neck Proton Therapy Plans Using Composite Synthetic Cts: A Preliminary Step Toward Ai Driven Anatomy Prediction Planning: A Retrospective Dosimetric Study., Ryan Michael Rodriguez

Masters Projects

Proton therapy is more commonly being utilized for head and neck cancer treatment due to its ability to reduce dose to the surrounding normal tissue. However, one of the biggest challenges in proton treatment is its sensitivity to changes in tissue density, often necessitating adaptive replanning. This study evaluated if incorporating additional synthetic CTs (sCT) datasets during robust optimization can create treatment plans that maintain target coverage and organ sparing despite anatomical changes better than the original nominal plan, thereby reducing the need for adaptive planning in head and neck proton treatment. Ten head and neck cancer patients who underwent …

Bibliometric Analysis Of The Top 100 Most Cited Publications From Saudi Arabia Reveals The Predominance Of Medical Fields, Mahmoud Kandeel, Abdulla Al-Taher

Saudi Medical Journal

Objectives: To explore the citation impact, journals, international collaborations, trends of research topics and gain more visibility for the Saudi contribution to the global scientific landscape. Methods: This bibliometric study analyzes the top 100 cited publications affiliated with Saudi Arabia in Scopus, from inception to January 2026. The extracted bibliometric indicators include total citation metrics, sources, collaboration maps, and co-occurrence networks of keywords and collaborations. Results: The results indicate a strong predominance for medicine and health sciences as the subjects of the most prolific and significant number of citations. A substantial proportion of the most cited papers originates from major …

The Role Of F-18 Fdg Pet/Ct In The Evaluation Of Solitary Pulmonary Nodules, Erdal Cetinkaya, Fatih Guzel, Sadiye Altun Tuzcu, Ilbey Erkin Cetin, Ibrahim Ibiloglu, Esref Argin, Feray Altun Cetin, Bekir Tasdemir

Saudi Medical Journal

Objective: Fluorine-18 fluorodeoxyglucose positronemissiontomography/computedtomography (F-18 FDG PET/CT) is commonly used in the evaluation of solitary pulmonary nodules (SPNs). This study aimed to investigate the predictive value of maximum standardized uptake value (SUVmax) and its ratios to liver and mediastinal blood pool SUVmax values for malignancy in SPNs, using histopathological findings as the reference standard. Methods: The study included 130 patients who underwent F-18 FDG PET/CT and had either histopathological confirmation or at least two years of radiological follow-up. Demographic data (age and sex), nodule size, location, contour characteristics, nodule SUVmax, nodule-to-liver SUVmax ratio (NLR), and nodule-to-mediastinal blood pool SUVmax ratio …

The Case For Gulf Region-Specific Peripheral Artery Disease Trials: A Comprehensive Literature Review, Hosaam H. Nasr, Faisal A. Almudaiheem

Saudi Medical Journal

Peripheral artery disease (PAD) research is globally underrepresented, with landmark trials like Best Endovascular Surgical Therapy for Patients with Critical Limb Ischemia and Bypass versus Angioplasty in Severe Ischemia of the Leg predominantly featuring white, Western populations. These studies fail to account for the unique clinical landscape of the Gulf region, where PAD prevalence reaches up to 13.7%. Gulf patients present at younger ages and face a disproportionately high diabetes burden, with regional prevalence near 18%, nearly double that of Europe. Beyond metabolic factors, the Gulf population exhibits distinct genetic architectures, including high rates of consanguinity and familial hypercholesterolemia. Because …

The Role Of Chimeric Antigen Receptor Regulatory T Cells In Promoting Immune Tolerance In Solid Organ Transplantation: Mechanisms And Therapeutic Potential, Maher S. Alwethaynani

Saudi Medical Journal

Solid organ transplantation (SOT) is a life-saving procedure for patients with end-stage organ failure; however, lifelong immunosuppressant use is needed to prevent allograft rejection. These drugs increase the risk of non-Hodgkin lymphoma, liver, kidney, and lung cancers, and heighten susceptibility to oncogenic viruses, including hepatitis B and Epstein-Barr virus. The usage of chimeric antigen receptor (CAR) regulatory T (Treg) cells is a promising approach to induce transplant tolerance while minimizing dependence on immunosuppressants. The CAR Tregs offer the potential to enhance graft survival and quality of life by reducing immunosuppressant-related morbidity and mortality. Despite remarkable progress in transplantation tolerance, challenges …

Meta-Analysis On The Effect Of Tai Chi Chuan On Human Biomechanics And Health From (2021–2025), Bijad S. Alqahtani, Husam A. Almalki

Saudi Medical Journal

Objective: Prior reviews emphasize overall health outcomes of Tai Chi Chuan (TCC) but rarely resolve the biomechanical intermediates (such as Center of Mass (CoM)–Center of Pressure (CoP) control, joint loading) that link practice to clinical function—knowledge that matters for balance, fall risk, and osteoarthritic knee load management. This systematic review and meta-analysis aim to test the null hypothesis that TCC produces no improvement versus comparators in (i) biomechanical stability indices (mediolateral/anterior–posterior CoM–CoP separation; COP Root Mean Square RMS) and (ii) related clinical functions (such as Time up and go (TUG), Berg balance scale (BBS), Western Ontario and McMaster Universities Osteoarthritis …

Developmental Dysplasia Of The Hip In Saudi Arabia And The Gulf Countries: A Genetic Systematic Review Study, Naif Z. Alrashdi, Ahmed M. Almansour, Azfar Jamal

Saudi Medical Journal

Objective: To describe the available research on genetic determinants with special emphasis on the developmental dysplasia of the hip (DDH), in Saudi Arabia and Gulf nations, with reference to the genetic variants, family trend, and environmental factors. Methods: The literature search was conducted in PubMed, Embase, Scopus, Web of Science, and the Saudi Digital Library and Google Scholar through a broad literature search since the beginning of the databases until 2023. Studies that conducted in Saudi Arabia or Gulf countries which evaluated the relationships of genetic factors in DDH were included. Case reports, conference abstracts, and studies that did not …

Exploring Translational Medical Research Progress In G20 Countries: 5-Year Study, Hana A. Alhumud, Fars K. Alanazi, Edward B. Devol

Saudi Medical Journal

Objectives: Biomedical research is crucial for advancing medical knowledge and improving public health. However, the research process is often disjointed and lacks seamless progression, leading to delays and missed opportunities. To address this, the concept of translational research has emerged, focusing on the smooth transition of research results to the next stage of inquiry. Methods: This study analyzed approximately 40,000 research publications from the Web of Science database to identify research activities associated with translational research. Publications from Group of 20 (G20) countries over the past 5 years were examined to explore patterns of research focus and progress in this …

Surgical Outcomes Of Hidradenitis Suppurativa Excision: Factors Impacting Wound Healing Time, Christina Huang, Scott H. Koeneman, Sherry Yang, Sami Tannour

Department of Surgery Faculty Papers

Hidradenitis suppurativa (HS) can be treated surgically to excise recurrent and recalcitrant regions of disease activity. However, surgical outcomes are highly variable depending on closure method, concomitant medical management and area of excision. In this study, we aim to characterise the healing courses from HS excision in a case series. To reduce operator variability, we opted to conduct a case series from a single surgeon. Surgeries conducted from June 2024-December 2025 by surgeon S.T. were included, and the postoperative course was followed until February 2026. Surgical details and postoperative course for 34 sites of HS across 20 patients were analysed. …

Anatomy Of Success: Unveiling Key Resources For A Stand-Alone Occupational Therapy Anatomy Course, Annika Knuth, Sophia Wilkes, Julia Huber, Graci Leineberg, Rebecca Ozelie

Student Journal of Occupational Therapy

Anatomy is a complex curriculum involved in occupational therapy education. This study aimed to investigate occupational therapy (OT) students’ perceived usefulness of resources offered in a stand-alone anatomy course within their program. A survey was administered to 284 OT students enrolled in accredited programs who had completed a stand-alone anatomy course. The survey assessed the resources available, their usage, and the perceived benefit to students' learning. Results indicated that open labs and teaching assistants were perceived as the most valuable resources for student success, while print/electronic textbooks and office hours were perceived as the least beneficial. These findings suggest that …

Transcriptomic Profiling Of The Donkey Endometrium Reveals Dynamic Molecular Transitions Across The Estrous Cycle, Limeng Shi, Shuaishuai Wu, Mingyue Zhao, Wenhao Zhou, Abd Ullah, Muhammmad F. Akhtar, Changfa Wang, Muhammad Z. Khan, Ying Han

The Thai Journal of Veterinary Medicine

The endometrium undergoes extensive cyclical remodeling essential for reproductive success; however, the molecular mechanisms governing these processes in donkeys (Equus asinus) remain poorly characterized. To address this gap, we performed high-throughput RNA sequencing on endometrial tissues collected from Dezhou donkeys (n = 16) at four post-ovulation stages: Day 0 (ovulation), Day 3 (early luteal), Day 7 (mid-luteal), and Day 18 (late luteal/pre-luteolysis). Differential gene expression analysis, Gene Ontology enrichment, and KEGG pathway mapping were conducted to characterize temporal transcriptomic dynamics. We identified 2,474, 6,548, and 1,288 differentially expressed genes in Day 0 versus Day 3, Day 0 versus …

Ai-Enhanced Fluorescein Angiography Detection Of Diabetes-Induced Silent Retinal Capillary Dropout And Rna-Seq Identification Of Pre-Symptomatic Biomarkers, Yiyan Peng, Huishi Toh, Dennis Clegg, Peng Jiiang

Biological, Geological, and Environmental Faculty Publications

Objective: Retinal capillary dropout, characterized by acellular capillaries or "ghost vessels," is an early pathological sign of diabetic retinopathy (DR) that remains undetectable through standard clinical imaging techniques until visible morphological changes, such as microaneurysms or hemorrhages, occur. This study aims to develop a non-destructive artificial intelligence (AI)-based method using fluorescein angiography (FA) images to detect early-stage, silent retinal capillary dropout.

Methods: We utilized 94 FA images and corresponding destructive retinal capillary density measurements obtained through retinal trypsin digestion from 51 Nile rats. Early capillary dropout was defined as having an acellular capillary density of >= 18 counts per mm2. …

Ai-Driven Multi-Modal Mr For Precision Oncology, Maneet K. Marwaha

Radiologic Sciences

Purpose To examine the role of artificial intelligence (AI) in multiparametric magnetic resonance (MR) imaging for precision oncology, with a focus on automated tumor segmentation, treatment response prediction, and workflow efficiency.

Method A literature review was conducted to examine current evidence on AI applications in multiparametric MR imaging for oncology. Studies evaluating deep learning models for tumor segmentation, longitudinal imaging analysis, and treatment response prediction were synthesized using a thematic analysis approach.

Results Three primary themes emerged: (a) AI-driven tumor segmentation improved accuracy, reproducibility, and efficiency across multiparametric MR sequences; (b) deep learning models enhanced prediction of treatment response through …

Enhancing Cancer Diagnosis And Treatment Planning Through Multi-Modal Imaging Techniques: A Literature Review, Ngan Kim Le

Radiologic Sciences

Purpose To examine how combining magnetic resonance (MR), computed tomography (CT), and positron emission tomography (PET) enhances clinical outcomes in complex or metastatic cancers, focusing on diagnostic performance, staging accuracy, and effects on treatment decisions.

Method Data were extracted and analyzed using a thematic synthesis approach for this literature review. Key variables included study design, sample size, cancer type, imaging modalities used, and reported diagnostic outcomes such as sensitivity, specificity, and accuracy.

Results The integration of multiple imaging modalities enhanced diagnostic performance, improved differentiation between tumor recurrence and posttreatment changes, and increased detection of occult metastatic disease. Advanced imaging approaches, …

Ai-Enhanced Ct Reconstruction: Effects On Image Quality Across Dose Levels And Implications For Radiation Dose Optimization: A Systematic Review, Matthew R. Alberto

Radiologic Sciences

Purpose To evaluate how deep learning image reconstruction (DLIR) affects diagnostic image quality and noise characteristics at different radiation dose levels and how it influences dose optimization compared with conventional reconstruction methods.

Method A systematic review was conducted using major databases for studies published between 2020 and 2026. Eligible studies assessed DLIR across multiple dose levels, reported radiation dose, included quantitative image quality metrics, and compared DLIR with filtered back projection or iterative reconstruction.

Results Thirty‑seven studies met criteria, and 15 were synthesized. Three themes emerged: (a) DLIR reduced noise by 15–82% and often improved signal-to-noise and contrast-to-noise ratios while …

Reducing Mr Acquisition Times Using Artificial Intelligence: A Systematic Review, Fatin M. Arief

Radiologic Sciences

Purpose To synthesize existing evidence on artificial intelligence (AI) applications for reducing magnetic resonance (MR) imaging acquisition time, evaluate their impact on image quality, and identify challenges in clinical implementation.

Method A systematic literature review was conducted using PubMed, CINAHL, and Scopus including peer reviewed, English-language articles published between 2020 and 2026. Both qualitative and quantitative primary research were eligible and had to be on AI use in MR processes. Findings were analyzed through thematic synthesis, and the quality of each study was appraised using relevant critical appraisal tools.

Results Three major themes emerged: AI methods in MR procedures, perceived …

Gadolinium Deposition Concerns In Magnetic Resonance Imaging, Emily Tran

Radiologic Sciences

Purpose To examine how concerns about gadolinium deposition have influenced the use of macrocyclic versus linear contrast agents in magnetic resonance (MR) practice.

Method A structured literature review was conducted using AI-assisted research tools and academic databases to identify recent peer-reviewed original research articles related to gadolinium deposition and contrast agent use patterns in MR. Only studies published between 2020 and 2026 were included.

Results Recent research confirmed that gadolinium can accumulate in human tissues following contrast-enhanced MR examinations. Multiple studies demonstrated that linear gadolinium-based contrast agents are associated with greater levels of tissue retention compared with macrocyclic agents due …

High-Definition Healing: Investigating Ai-Driven Mr Reconstruction Methods, Jerell R. Jones

Radiologic Sciences

Purpose To analyze recent artificial intelligence (AI)-driven magnetic resonance (MR) reconstruction methods aimed at addressing long acquisition times, image artifacts, and workflow inefficiencies.

Method A systematic literature review was conducted using PubMed, Scopus, and Scopus AI, targeting peer‑reviewed studies published between 2015 and 2026. Search terms included “MRI,” “magnetic resonance imaging,” “artificial intelligence,” “deep learning,” and “machine learning.” Eligible studies included methodology, validation, and review papers. Extracted data included algorithm type, study design, key findings, and limitations. Themes were identified through content analysis and generative AI use.

Results Prominent themes identified were the emergence of generative adversarial networks, advanced neural …

Administrative And Clinical Impacts Of Theranostic Program Expansion In Nuclear Medicine, Karmela Kljajic Pascual

Radiologic Sciences

Purpose To synthesize current evidence on theranostic trials, nuclear medicine clinical workflow models, and organizational readiness, with a focus on how healthcare organizations and medical imaging leaders are adapting to the rapid expansion of theranostic services.

Method A comprehensive search was conducted across Scopus, PubMed, MEDLINE, and Google Scholar. Inclusion criteria required peer‑reviewed articles published between 2002 and 2026 addressing nuclear medicine leadership, theranostic implementation, workflow design, and organizational factors influencing theranostic program development. Exclusion criteria removed editorials, blog posts, and nonpeer‑reviewed sources.

Results Four major themes emerged: workforce and staffing demands, infrastructure and resource requirements, regulatory and administrative pressures, …

Evaluating The Safety Of Mr Exposure For Electronic Devices And Implants: A Literature Review, Molly O'Dowd

Radiologic Sciences

Purpose To review literature examining the factors that determine magnetic resonance (MR) compatibility of electronic implants and wearable devices, including device materials, engineering design, regulatory approval processes, and clinical monitoring requirements.

Method An integrative literature review was conducted using peer-reviewed literature addressing MR safety and device compatibility. Databases searched included PubMed, Wiley Online Library, ScienceDirect, and Google Scholar. Studies were selected based on relevance to MR safety classifications, device design considerations, regulatory labeling, and monitoring requirements.

Results The literature demonstrated that MR compatible devices are engineered and tested to meet regulatory safety standards and approved for use under specific scanning …

Psychosocial Experiences Of Secondary School Students Living With Sickle Cell Disease While In School In Lagos State, Nigeria, Toluwalope Yetunde Onuwe

Walden Dissertations and Doctoral Studies

Sickle cell disease (SCD) is a lifelong genetic condition significantly impacting the physical, emotional, and social health of those affected. Nigeria has one of the highest global burdens of SCD, yet there is limited research on the psychosocial experiences of secondary school students living with SCD in educational settings. This qualitative study explored these experiences among students in Lagos State, Nigeria. Using the social ecological model and interpreted through the social model of disability, the study examined how school environments, educational practices, and institutional support influenced students' psychosocial well-being and perceived health. Twenty secondary school students participated in 4 in-person …

Premarket Clinical Evidence Strength And Recalls Of High-Risk Therapeutic Medical Devices, Maryam Mooghali, Faaizah Arshad, Vinay K Rathi, Kushal T Kadakia, Alexander O Everhart, Joseph S Ross, Sanket S Dhruva

2020-Current year OA Pubs

IMPORTANCE: High-risk medical devices approved through the US Food and Drug Administration (FDA) premarket approval (PMA) pathway may be supported by limited premarket clinical evidence, leaving uncertainties about safety. Whether device, premarket clinical evidence, or regulatory characteristics are associated with subsequent device recalls is unknown.

OBJECTIVE: To examine the association between device, premarket clinical evidence, and regulatory characteristics and serious recalls among high-risk therapeutic devices.

DESIGN AND SETTING: This cross-sectional study reviewed 193 high-risk therapeutic medical devices approved through the FDA's PMA pathway between January 1, 2014, and December 31, 2023. Data were analyzed between August 2025 and December 2025. …

Utilization Of An Open-Access Markerless Motion Analysis Software For A Biomechanics Movement Analysis Project., Tamra L. Llewellyn, Michael J. Nolan

Educational Practices in Kinesiology

The movement analysis project (MAP) is a common assignment in many undergraduate biomechanics courses. The purpose of this article is to introduce kinesiology educators to an open-source, AI-enabled, markerless software for motion capture, OpenCap, which can be used in MAP and research. This tool is currently being used in an in-person, upper-level, undergraduate biomechanics course where students are required to have taken Anatomy & Physiology. There is very little time, money, or expertise needed to implement this resource. Using 2 iPads on tripods and the OpenCap app and web-based interface, movements can be quickly converted to skeleton visualization and joint …

Comparative Analysis Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment At Various Curricular Levels Of Stem And Health Sciences In Developed Versus Underprivileged Countries, Vinay Munlapudi, Santanu De

FDLA Journal

Today’s all-pervasive emergence of artificial intelligence (AI) necessitates a comprehensive evaluation of its role in education, especially for occupational disciplines in health sciences and STEM. AI has reshaped student learning and instructors’ navigation of the evolving, post coronavirus infectious disease (COVID-19) global academic landscape. This study aimed at encapsulating evidence-based AI implications for student-centered, active learning and assessment at various curricular levels of science, technology, engineering, mathematics (STEM) and health sciences education in developed versus underprivileged or less developed countries. An extensive, scoping review of 65 recent, scholarly publications was conducted over six months through diverse search engines (PubMed, Google …

Terahertz Electromagnetic Effects And Chirality-Induced Spin Selectivity In Dna, F. Matthew Mihelic Md

Faculty Publications

The effects of terahertz electromagnetic stimulation of the DNA molecule can be understood through modeling of the quantum logical mechanics of the DNA molecule.  Coherent conduction of electron spin states along the aromatic nucleotide base pairs and chirality-induced spin selectivity are two characteristics of the DNA molecule that are involved in the precise separation of the double-stranded DNA molecule at a specific location.  Such modeling can inform predictions of DNA strand separation and has significant implications for understanding DNA transcription bubble formation.

Interpreting Continuous Glucose Monitoring Through Metabolic Physiology: A Framework For Precision Nutrition In Type 2 Diabetes, Jitendra D. Belani

College of Pharmacy Faculty Papers

Background: Type 2 diabetes is characterized by substantial interindividual variability in postprandial glucose responses, yet continuous glucose monitoring (CGM)-derived glucose patterns are commonly described using quantitative metrics without sufficient consideration of the physiological mechanisms that generate them. Objective: To develop a physiology-based framework for interpreting CGM-derived glycemic phenotypes in relation to dietary exposures and individual metabolic characteristics, thereby supporting precision nutrition in adults with type 2 diabetes. Methods: A structured narrative review of the literature was conducted using PubMed to identify studies examining CGM, postprandial glucose regulation, dietary exposures, metabolic physiology, and precision nutrition. Evidence was synthesized within a predefined …

Dose-Expansion Study Of Obi-999, A Globo H-Targeting Antibody-Drug Conjugate, In Patients With Advanced Solid Tumors, Apostolia Maria Tsimberidou, Darren Sigal, Anna Varghese, Daniel Vaena, Li-Yuan Bai, Ming-Huang Chen, Chun-Nan Yeh, Chia-Jui Yen, Mehmet A Baysal, Abhijit Chakraborty, Ingly Lee, Chi-Sheng Shia, Konul Ristoski, Dong Xu

Children’s Nutrition Research Center Staff Publications

Background: OBI-999 is an antibody-drug conjugate consisting of the Globo H-targeting antibody OBI-888 linked to the cytotoxic payload monomethyl auristatin E. In a dose-escalation study, the OBI-999 recommended phase 2 dose (RP2D) was 1.2 mg/kg every 3 weeks. This dose-expansion study evaluated the efficacy and safety of OBI-999 in patients with pancreatic cancer, colorectal cancer (CRC), or other tumor types ("basket cohort") and tumoral Globo H H-scores ≥100 (NCT04084366).

Patients and methods: Patients were treated at RP2D of OBI-999. We assessed response, progression-free survival (PFS), treatment-emergent adverse events (TEAEs), and pharmacokinetics of OBI-999.

Results: Of 29 patients treated, …

Hematopoietic Stem And Progenitor Cell Reprogramming During Breast Cancer Progression Promotes Myeloid-Biased Hematopoiesis, Emily Maria Eul

Arts & Sciences Graduate Student Theses and Dissertations

Breast cancer progression is associated with systemic immune dysregulation characterized by the expansion of immunosuppressive myeloid populations that promote tumor progression, metastasis, and resistance to therapy. However, the mechanisms that sustain pathological myeloid expansion remain incompletely understood. In particular, it remains unknown whether solid tumors functionally reprogram hematopoietic stem and progenitor cells (HSPCs) to drive enhanced myeloid output and if bone-derived signals can regulate tumor-associated hematopoietic remodeling. In murine models of primary and metastatic breast cancer, tumor progression induced the remodeling of the hematopoietic compartment, characterized by the expansion of HSPCs, enhanced myeloid differentiation, and systemic accumulation of myeloid populations. …

Patient Psychological Safety: A Qualitative Study Of Patient Experiences, Derick R. Simmons, Cheryl Rathert, Ryan Valayil, Maria Joseph, Ibraheem Jawadi

Patient Experience Journal

There is growing interest in understanding patients' experiences with psychological safety during healthcare encounters. Recent studies reveal that patients describe needing patient psychological safety (PPS) to form connections with their care providers, which are associated with better health outcomes. Therefore, it is critical to examine indicators of PPS. Using a phenomenological interpretive approach, this study utilized a patient narrative survey methodology to qualitatively explore how and why patients experience a lack of PPS during their healthcare encounters. We surveyed patients from across the U.S. and analyzed responses among a sub-sample of respondents to an open-ended question whose responses indicated they …

Pathways To Patient-Provider Conflict In Nigeria: A Structural Equation Model Of Expectations, Communication, Trust, And Organizational Constraints, Akaninyene O. Unaam, Christie Divine Akwaowo, Edidiong A. Unaam

Patient Experience Journal

Objective: This study empirically investigated the drivers of patient-provider conflict and tested a conceptual model linking treatment expectations, communication, trust, and organizational constraints to conflict intensity in Nigerian tertiary care. Methods: A cross-sectional survey of 400 patients (response rate 82.3%) and 150 healthcare providers (response rate 71.2%) from three Nigerian tertiary hospitals was conducted using stratified random sampling. Validated, culturally adapted scales measured unrealistic treatment expectations, communication barriers, organizational constraints, trust, and conflict intensity. Data were analyzed using Structural Equation Modeling (SEM) with maximum likelihood estimation and bootstrapping for mediation testing. Multi-group confirmatory factor analysis established measurement invariance across samples. …