Digital Commons Network^™

Nascent Adam17 Synthesis Potentiates Gpibα Cleavage In Resting And Stimulated Stored Platelets, Shayan Askari, Harriet Ghansah, Christopher D. Mansi, Timothy J. Stalker, Lawrence E. Goldfinger

Cardeza Foundation for Hematologic Research

Platelet concentrates stored at room temperature have a shelf life of 5 to 7 days. During storage, platelets undergo glycoprotein cleavage by metalloproteases, notably cleavage of glycoprotein Ibα (GPIbα) by a disintegrin and metalloprotease 17 (ADAM17), which leads to decreased posttransfusion reactivity and recovery. To investigate the putative roles of nascent synthesis of ADAM17 in GPIbα shedding and platelet function during room temperature platelet storage. Human platelets maintained in autologous plasma were treated with naked endonuclease-resistant ADAM17 or control short inhibitory RNA (siRNA) and monitored for molecular and cellular effects during storage. Platelet-specific Adam17-deleted mice were generated, and the dynamics …

Selective Loss Of Primary Cilia And Neurotrophic Signaling In G51d Α-Synuclein Mice Highlights A Common Pathway To Parkinson’S Disease, Yu-En Lin, Ebsy Jaimon, Youngdoo Kim, Annabeth Loftman, Aaran Vijayakumaran, Benjamin D W Belfort, Claire Y Chiang, Benjamin R Arenkiel, Huda Y Zoghbi, Suzanne R Pfeffer

Duncan NRI Faculty and Staff Publications

Parkinson's disease is characterized by dopaminergic neuron loss and accumulation of α-synuclein aggregates in the brain. G51D α-synuclein knock-in mice provide a genetically and clinically relevant model of disease, exhibiting early olfactory deficits, age-dependent motor impairment, and progressive phospho-α-synuclein accumulation. In multiple Parkinson's disease models, striatal cholinergic and parvalbumin interneurons, as well as astrocytes, lose primary cilia and the neurotrophic signaling needed to sustain dopaminergic neurons. We show here that G51D α-synuclein mice share these phenotypes. Phospho-Ser129 α-synuclein accumulation correlates with cilia loss in cholinergic interneurons but not in spiny projection neurons that accumulate higher phospho-α-synuclein levels. In the piriform …

Two-Thirds Return But Performance Suffers: Acl Reconstruction Outcomes Across Elite European Women's Soccer Leagues, Haneef Khan, Forest Rodriguez, Amina Khan, Ashley Rosenberg, Stephen Marcaccio

Student Papers, Posters & Projects

PURPOSE: To analyse return-to-play (RTP) rates, timing and performance outcomes following anterior cruciate ligament (ACL) reconstruction (ACLR) in elite European women's soccer players across the top five leagues.

METHODS: We reviewed ACL injuries sustained by female professional soccer players across the Bundesliga, Women's Super League, Primera División Femenina, Serie A Women and Première Ligue between 2007 and 2025. Players were included if they had a confirmed ACL injury requiring ACLR and one season of performance data pre- and post-injury. Players were excluded if the injury occurred during their rookie season or after the 2023 season. Data were collected from Soccerdonna.de …

Hemodynamic Characterization Of Cardiac Dysfunction After Traumatic Brain Injury Using A Controlled Cortical Impact Model In Male Rats, Preston So, Amit Iyengar, Noah Weingarten, Mrinal Patel, Jessica Dominic, Andrew Belec, Joyce Ho, Samuel Shin, Pavan Atluri

Division of Cardiology Faculty Papers

Traumatic brain injury (TBI) is associated with cardiovascular dysfunction that worsens clinical outcomes, yet the underlying mechanisms are poorly under stood. Clinical studies are limited by heterogeneity, highlighting the need for con trolled experimental models. Controlled cortical impact (CCI) provides precise control of injury severity, and invasive pressure- volume (PV) loop analysis allows detailed hemodynamic assessment. Adult male Wistar rats underwent sham op eration or mild or severe CCI- induced TBI. PV- loop assessment and transtho racic echocardiography were performed at 8 or 24 h after TBI or sham. Serum epinephrine (EPI) and norepinephrine (NE) were quantified by ELISA. At …

“Something Else To Focus On”: Perinatal Havening And Stress Coping In Pregnant Black Women, Brittany L. Ferrell Young

WUSM Theses and Dissertations – All Programs

Black women in the United States experience maternal mortality at more than three times the rate of white women, a disparity driven by chronic stress rooted in structural racism rather than individual behavior or biology. Accessible, culturally responsive tools for managing stress during pregnancy remain scarce. This mixed-methods pilot feasibility study examined Perinatal Havening, a self-administered psychosensory technique, as a stress management intervention for pregnant Black women. Guided by Lazarus and Folkman's Transactional Theory of Stress and Coping, the study addressed three questions: how Black women experience acute and chronic stress during pregnancy, the acceptability and preliminary influence of Perinatal …

For Weight Loss: Why Do Glp-1 Agonists Work, And How Can We Make Them Work Better?, Charlise Giang, Jieyi Meng, Mahmoud Ali Mohammad, Zhenqi Liu, Xinle Wu, Yi Zhu

Children’s Nutrition Research Center Staff Publications

Glucagon-like peptide 1 receptor agonists (GLP-1RAs) have revolutionized the management of not only type 2 diabetes but also obesity. However, even with rapid therapeutic advances in GLP-1RAs, questions regarding the fundamental principles of GLP-1-mediated weight loss and the enhanced efficacy of next-generation therapies remain. In this comprehensive review article, we first examine the milestones of GLP-1, from its initial discovery and biological characterization to its successful translation into clinical therapy. Furthermore, this review highlights the latest clinical trial data, specifically HbA1c reduction, weight-loss efficacy, and safety profiles, while exploring current pipelines of major pharmaceutical companies. Additionally, we delineate the mechanistic …

Lineage Tracing Reveals A Shared Cellular Origin For Supraclavicular Brown And Inguinal Beige Adipocytes, Yali Ran, Kai Zhang, Yi-Ting Shen, Qianxing Mo, Ziyi Wang, Hari Krishna Yalamanchili, Sharon John, Mari Kogiso, Xia Gao, Chunmei Wang, Tanvi Sinha, Brian L Black, Miao-Hsueh Chen

Duncan NRI Faculty and Staff Publications

The metabolic importance of brown adipose tissue (BAT) has been recognized, but its origins, particularly supraclavicular BAT (scBAT), remain unclear. Here, we traced scBAT to Mef2c-anterior heart field (AHF)-marked cells. Mef2c-AHF-marked cells isolated from scBAT can spontaneously differentiate into brown adipocytes, express mesenchymal stem cell markers, and can be isolated from the stromal-vascular fraction (SVF) of wild-type scBAT as [CD31

Fall Risk In Community-Dwelling Adults: A Comparison Of English And Spanish-Speaking Individuals, Jesus D. Gomez

Dissertations, 2020-current

Falls are a leading cause of injury-related mortality among middle-aged and older adults. Although vestibular dysfunction, hearing loss, behavioral factors, and social determinants of health have been associated with increased fall risk, few studies have examined these relationships. Furthermore, limited research in audiology and vestibular science has investigated fall-risk vulnerability among Spanish-speaking individuals.

This study aimed to: (1) estimate the prevalence of fall risk among community-dwelling adults and compare prevalence between English-speaking and Spanish-speaking participants; (2) assess the prevalence of previously undiagnosed benign paroxysmal positional vertigo (BPPV) and compare prevalence between language groups; and (3) develop predictive models of fall …

Saudi Heart Association Scientific Statement On Cardiovascular–Kidney–Liver-Metabolic (Cklm) Syndrome, Waleed Alhabeeb, Abdulhalim J. Kinsara, Ahmed Mitwalli, Ali A. Alshehri, Faisal Aba-Alkhail, Ismail Raslan, Khalid Aljohani, Mohammed Arafah, Muthana Sahlawi, Saud Alsifri, Suleiman M. Kharabsheh

Journal of the Saudi Heart Association

Background: Cardiovascular, kidney, metabolic, and liver diseases are closely interconnected and frequently coexist. While the cardiovascular–kidney–metabolic (CKM) framework provides a unified model, increasing evidence supports a central role for hepatic disease, particularly metabolic dysfunction–associated steatotic liver disease (MASLD), in this continuum. The Saudi Heart Association (SHA) therefore aimed to introduce the cardiovascular–kidney–liver–metabolic (CKLM) syndrome as an expanded framework and provide expert guidance on its pathophysiology, staging, screening, and management, with relevance to the Saudi population.

Methods: A multidisciplinary expert panel convened under the auspices of the SHA conducted a comprehensive, non-systematic literature review and developed consensus-based recommendations through iterative discussion …

Race And Ethnicity And Overall Survival In Pediatric Acute Myeloid Leukemia, Daniel J. Zheng, Long Khuong, Catherine Aftandilian, Kira Bona, Emi H. Caywood, Caitlin W. Elgarten, Brian T. Fisher, Cody-Aaron L. Gathers, Taumoha Ghosh, M. Monica Gramatges, Gary Hettinger, Meret R. Henry, Yuan-Shung V Huang, Yimei Li, Kelly Maloney, Amir Mian, Tamara P Miller, Arunkumar Modi, Rajen Mody, Regina M. Myers, Haley Newman, Jose Ortiz, Alix E. Seif, Caroline Smith, Jamie Stokke, Naomi Winick, Jennifer J. Wilkes, Victor Wong, Richard Aplenc, Kelly D. Getz

Department of Pediatrics Faculty Papers

IMPORTANCE: Hispanic and non-Hispanic Black (hereafter, Black) children with acute myeloid leukemia (AML) have historically experienced worse survival outcomes compared with non-Hispanic White (hereafter, White) children. Understanding specific intermediate pathways underlying these outcome disparities is a critical step to directing interventional efforts and resources.

OBJECTIVE: To compare survival outcomes by race and ethnicity in a large contemporary cohort of pediatric patients with AML and to examine presentation acuity, frontline organ toxic effects, and relapse as potential mediators of any observed outcome disparities.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study was analyzed from April 2025 to January 2026 and included …

Pre-Implementation Factors For Active Music Engagement (Ame): Barriers And Facilitators To Integrating An Evidence-Based Dyadic Intervention Into Pediatric Oncology Care., Kristin M. Story, Elizabeth Harman, Kristin Stegenga, Jelena Golubovic, Sheri L. Robb

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Pediatric cancer treatment is a difficult and distressing experience that often results in sustained, interrelated distress in young children and parents, and traumatic stress symptoms for some parents. Few evidence-based interventions address this dyadic distress. Active Music Engagement (AME) is a manualized, evidence-based music play intervention that significantly reduces distress in child/parent dyads and mitigates traumatic stress and improves well-being among highly distressed parents and those experiencing sociodemographic risk. Successfully integrating AME into standard care requires a systematic understanding of implementation factors. This study aimed to identify site-specific barriers and facilitators that influenced successful AME delivery during a recently …

Miconazole As A Repurposed Anticancer Candidate For Prostate Cancer, Eswara Naga Hanuma Kumar Ghali, Lindsey Shim, Rajasekhar Baru, Anupam Dhasmana, Ryan Chang, Sung Yun Jung, Rahul Tiwari, Neeraj Chauhan, Vivek K. Kashyap, Sheema Khan, Diane Nguyen, Subhash C. Chauhan, Murali Mohan Yallapu

School of Medicine Publications

Prostate cancer is one of the major health concerns, with increasing incidence and persistent therapeutic resistance worldwide. Despite various available treatments (radiation therapy, chemotherapy, hormone therapy, cryotherapy, biological therapy, and high-intensity focused ultrasound), patients still show treatment-related side effects over many years. These challenges highlight the urgent need for novel and safe therapeutic strategies. In the present study, we repurposed five FDA-approved antifungal agents, namely natamycin (NM), terbinafine hydrochloride (TH), ketoconazole (KZ), miconazole (MZ), and clotrimazole (CZ), as they can modulate conserved cellular processes, including sterol metabolism and mitochondrial function, which are increasingly recognized as critical determinants of cancer cell …

Dosimetric Comparison Of Hybrid 3d Conformal Radiation Therapy And Volumetric Modulated Arc Therapy Versus Vmat-Only Planning For Accelerated Partial Breast Irradiation, Erjona Jusufi

Masters Projects

Abstract

Purpose: To compare dosimetric outcomes between volumetric modulated arc therapy (VMAT)-only and hybrid VMAT plus three-dimensional conformal radiotherapy (3D-CRT) techniques for accelerated partial breast irradiation (APBI) in patients with early-stage left-sided breast cancer.

Methods and Materials: Thirty patients treated with APBI at a single institution were retrospectively replanned using both VMAT-only and hybrid (VMAT + 3D-CRT) techniques. All plans were prescribed 26 Gy in 5 fractions. Each patient was planned using the same target volumes, optimization objectives, and evaluation criteria for both techniques. Planning target volume (PTV) coverage, conformity index (CI), homogeneity index (HI), hotspot control, organ-at-risk (OAR) doses, …

Using H2ax As A Biological Indicator To Assess Radiation-Induced Bone Loss In Microgravity Environments, Angeline Nichols, Enoch Tonkin, Ana Lobaton, Jahzara Hope

Discovery Day - Daytona Beach

Long-duration space missions expose astronauts to microgravity and chronic low-dose radiation, both greatly impacting skeletal health. While mechanical unloading in microgravity is a well-known driver of bone loss, recent evidence indicates that radiation independently contributes to bone deterioration by increasing osteoclast activity, which remodel bone faster, and suppress osteoblast differentiation. H2AX, a histone protein that rapidly phosphorylates into y-H2AX in response to the double strands of DNA breaking, has emerged as a sensitive biological marker for radiation exposure. This project aims to determine the efficacy of H2AX in the presence of radiation-induced DNA damage in bone marrow, compared to microgravity …

Analysis Of Non-Thermal Plasma’S Effects On Melanoma: A Biological Examination, Violet Ochrietor, Mia Nilsen, Arden Rodriguez, Ally Schwennesen

Discovery Day - Daytona Beach

Melanoma is a serious form of skin cancer that may present as a real and increased risk during long-term spaceflight due to radiation exposure and limited treatment options. Non-Thermal Plasma (NTP) has emerged as a promising therapeutic tool due to its ability to generate reactive oxygen and nitrogen species (ROS and RNS) that affect cellular functioning without causing temperature related damage to surrounding tissues. This project investigates the effects of NTP on melanoma cells through a biological examination of exposure time, frequency of plasma, and cellular growth conditions. Human melanoma cells and keratinocytes will be cultured and exposed to the …

Translational Reading Frame Predicts The Pathogenicity Of C-Terminal Frameshift Deletions In Mecp2, Jacky Guy, Elena Hein, Beatrice Alexander-Howden, Timur Von Bock Und Polach, Tricia Mathieson, Benjamin P Kleinstiver, Huda Y Zoghbi, Adrian Bird

Duncan NRI Faculty and Staff Publications

Mutations in the MECP2 gene cause the severe neurological disorder Rett syndrome. A cluster of frameshift-causing C-terminal deletions (CTDs) removes ~100 amino acids and accounts for approximately 10% of RTT-causing mutations. Their pathogenicity is unexpected because this C-terminal domain is dispensable in mice. Analysis of pathogenic and benign human MECP2 variants reveals that some individuals with apparently typical CTDs do not develop Rett syndrome, confirming that C-terminal truncations are not intrinsically pathogenic. Using human sequence data and mouse models we show that pathogenicity results from a marked reduction in MeCP2 levels and depends on the presence of a proline proline …

Frequency And Outcome Of Peg Tube Implantations In Hospitalized Parkinson's Disease Patients, Rachael M. Burke, Ruina He, Hikaru Kamo, Tejas R. Mehta, Anne Brooks, Adrianne Smiley, Michael S. Okun, Christopher W. Hess, Matthew A. Remz

Department of Neurology Faculty Papers

BACKGROUND: Dysphagia is a known complication of Parkinson's Disease (PD). Percutaneous endoscopic gastrostomy (PEG) tube placement is a therapy for select patients with dysphagia. There is a paucity of information on the role of PEG in PD management.

OBJECTIVES: To investigate the frequency and outcomes of PEG tube implantations in hospitalized patients with PD.

METHODS: We performed a retrospective review of the PINC AI™ Healthcare Database of hospitalized PD patients between 2017 and 2023. PEG implantation, discharge status, and aspiration pneumonia (AP) diagnoses were collected and analyzed. The relationships between AP and PEG were evaluated using logistic regression. Generalized estimating …

Recalibrating Risk: A Call For South Asian-Focused Heart Failure Prediction Models, Nandini Nair, Dongping Du, Aiswarya J. Pillai, Swarna Mahesh, Mrudula R. Munagala, Howard J. Eisen, Balakrishnan Mahesh

Division of Cardiology Faculty Papers

Background: Heart failure (HF) represents the final common pathway of diverse cardiovascular disorders, including coronary artery disease, primary myocardial pathology, and abnormalities of cardiac conduction. These conditions arise from an interplay of genetic, environmental, and psychosocial influences, making it essential to understand these determinants to improve risk prediction and prevention. Multiple biological pathways of inflammation, fibrosis, coagulation, oxidative stress, lipid dysregulation, endothelial dysfunction, and metabolic disturbances are shaped by inherited susceptibility and modifiable exposures. Together, these mechanisms drive HF development and progression, though their relative contributions vary across populations. Methods: PubMed and Google Scholar were searched for clinical, biomedical, and …

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. …

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 …