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Male Pelvic Health In Saudi Arabia: Knowledge–Practice Gap In Pelvic Floor Muscle Exercises And Implications For Preventive Physiotherapy And Health Policy, Wael A. S. Alghamdi May 2026

Male Pelvic Health In Saudi Arabia: Knowledge–Practice Gap In Pelvic Floor Muscle Exercises And Implications For Preventive Physiotherapy And Health Policy, Wael A. S. Alghamdi

Saudi Medical Journal

No abstract provided.


Demographic Profiles, Clinical Characteristics, And Meteorological Context Of Heat-Related Illnesses Among Hajj Pilgrims In 2023, Ghadah Alsaleh, Majed Alsalamah, Fahad Alamri, Fatemah Alsaleh, Anas Khan May 2026

Demographic Profiles, Clinical Characteristics, And Meteorological Context Of Heat-Related Illnesses Among Hajj Pilgrims In 2023, Ghadah Alsaleh, Majed Alsalamah, Fahad Alamri, Fatemah Alsaleh, Anas Khan

Saudi Medical Journal

Objective: To describe the demographic profiles, clinical characteristics, and meteorological context of heat-related illnesses among Hajj pilgrims in 2023.

Methods: A retrospective cross-sectional study was conducted using data from 1,129 pilgrims diagnosed with HRIs across healthcare facilities in Mecca, Mina, and Arafat. Demographic and clinical data were extracted from the Hajj Health Information System, while temperature, humidity, wind speed, and rainfall records were obtained from the National Center for Meteorology.

Results: Heat exhaustion (48.2%) and heatstroke (37.4%) were the most common diagnoses, with 24.9% of the cases requiring hospitalization. Males represented 55.4% of cases and accounted for 51.2% of …


Obesity's Role In Stroke Incidence Among Smokers: An Assessment Of Confounding, Interaction, And Mediation Effects, Saeed Awad M. Alqahtani, Moutasem Salih Aboonq May 2026

Obesity's Role In Stroke Incidence Among Smokers: An Assessment Of Confounding, Interaction, And Mediation Effects, Saeed Awad M. Alqahtani, Moutasem Salih Aboonq

Saudi Medical Journal

Objectives: To examine the association between body mass index (BMI) category and history of stroke among current smokers, while assessing potential confounding, effect modification by age, and mediation by cardiovascular comorbidities. Methods: Data were analyzed from 53,939 current adult smokers participating in the 2021 Behavioral Risk Factor Surveillance System (BRFSS). Survey-weighted logistic regression estimated the association between BMI categories (underweight, normal, overweight, obese) and self-reported stroke history. The study assessed multicollinearity and adjusted for sociodemographic and health variables. Interaction terms were tested to evaluate effect modification by age, and exploratory decomposition analysis was used to assess mediation by conditions such …


Prevalence And Antimicrobial Susceptibility Patterns Of Nosocomial Bacteria Across Different Units At King Faisal Complex Hospital, Taif, Kingdom Of Saudi Arabia, Nahed Hawsawi, Renad N. Al-Jaiud, Layal L. Khyyat, Kholoud Alsulimany, Manhal Shabat May 2026

Prevalence And Antimicrobial Susceptibility Patterns Of Nosocomial Bacteria Across Different Units At King Faisal Complex Hospital, Taif, Kingdom Of Saudi Arabia, Nahed Hawsawi, Renad N. Al-Jaiud, Layal L. Khyyat, Kholoud Alsulimany, Manhal Shabat

Saudi Medical Journal

Objectives: Nosocomial infections significantly impact patient morbidity, mortality, and healthcare costs. To determine the prevalence, bacteriological profiles, antimicrobial susceptibility patterns, and resistance distribution of pathogens causing nosocomial infections at King Faisal Medical Complex, Taif, Kingdom of Saudi Arabia. Methods: This cross-sectional study was conducted between September 2023 and March 2024 at different hospital units following ethical approval. Samples (n = 667) were collected from patients (both genders; all ages) exhibiting infection symptoms ≥ 48 h post-admission and pre-antibiotic administration. Bacterial identification involved culture, Gram staining, and biochemical tests. Antimicrobial susceptibility was tested using the Phoenix100 system. Results: Of 667 patients, …


Re-Emergence Of Pertussis In The Pediatric Population: A Tertiary Care Center's Experience, Haya S. Alshaibani, Tahir K. Hameed, Khaled H. Alsager, Mohammed A. Alshaalan, Syed F. Jamil May 2026

Re-Emergence Of Pertussis In The Pediatric Population: A Tertiary Care Center's Experience, Haya S. Alshaibani, Tahir K. Hameed, Khaled H. Alsager, Mohammed A. Alshaalan, Syed F. Jamil

Saudi Medical Journal

Objectives: To describe the 2024 surge in pertussis cases in the pediatric population in a large tertiary care center in Riyadh, Saudi Arabia. Methods: A retrospective observational study was conducted on children aged 0–14 years with PCR-confirmed Bordetella pertussis infection diagnosed at a tertiary hospital in Riyadh between January and December 2024. Patients older than 14 years, with negative or indeterminate PCR results, or diagnosed outside the study period were excluded, and demographic, immunization, clinical, and outcome data were analyzed. Results: A total of 36 children were diagnosed with pertussis, with 35 (97.2%) requiring hospital admission. The median age was …


A Retrospective Cohort Study Of Uterine Cancer Epidemiological Analysis And Age-Based Disparities In Saudi Arabian Population Across 32 Years, Sallwa M. Alshehre, Mohammad A. Althubiti May 2026

A Retrospective Cohort Study Of Uterine Cancer Epidemiological Analysis And Age-Based Disparities In Saudi Arabian Population Across 32 Years, Sallwa M. Alshehre, Mohammad A. Althubiti

Saudi Medical Journal

Objectives: To investigate the burden of uterine tumour in Saudi Arabia during the past 32 years (1990–2021), with an emphasize on the prevalence, incidence, mortality, and disability-adjusted life years (DALYs). Knowing these patterns strengthen the national aims of cancer control under Kingdom of Saudi Arabia (KSA) Vision 2030. Methods: A retrospective study was performed using data retrieved from the Global Burden of Disease (GBD) database. The work included population from Saudi Arabia between 1990 and 2021 and tested standardization age-specific metrics, involving uterine tumour incidence, prevalence, mortality, and DALYs. Results: Uterine tumour cases raised from 507 in 1990 to 6,366 …


Seroprevalence Of Hepatitis B And Hepatitis C In Patients Hospitalized In Palliative Care Service, Meryem Betos Koçak, Burcu Güler May 2026

Seroprevalence Of Hepatitis B And Hepatitis C In Patients Hospitalized In Palliative Care Service, Meryem Betos Koçak, Burcu Güler

Saudi Medical Journal

Objectives: Patients receiving palliative care often have complex comorbidities and frequent healthcare exposure, which may place them at risk for blood-borne infections such as hepatitis B virus (HBV) and hepatitis C virus (HCV). However, data on the seroprevalence and prognostic impact of these infections in palliative populations remain limited. This study aimed to determine the seroprevalence of HBV and HCV markers in patients hospitalized in a palliative care unit and to assess their association with mortality. Methods: This retrospective study conducted on 545 adult patients a tertiary palliative care unit between 2018 and 2024. Demographic characteristics, comorbidities, nutritional support, mobility, …


Artificial Intelligence In Dialysis Therapies: Applications In Hemodialysis And Peritoneal Dialysis For Managing Infectious Diseases And Complications, Waleed H. Mahallawi May 2026

Artificial Intelligence In Dialysis Therapies: Applications In Hemodialysis And Peritoneal Dialysis For Managing Infectious Diseases And Complications, Waleed H. Mahallawi

Saudi Medical Journal

This narrative review synthesizes evidence from a systematic literature search (2019–2025) on artificial intelligence (AI) applications in hemodialysis and peritoneal dialysis for managing infections and complications. Dialysis patients face infection rates 100-fold higher than the general population and sepsis mortality exceeding 35%. The AI, utilizing machine learning algorithms such as XGBoost, deep neural networks, and explainable AI tools, revolutionizes care through precise diagnostics, prognostics, and therapeutics. Key models demonstrate high accuracy in predicting bloodstream infections (area under the curve [AUC] 0.914), classifying peritonitis (F1 0.93), detecting SARS-CoV-2 (AUROC 0.82), and forecasting mortality (AUC 0.979). Therapeutically, AI guides antibiotic stewardship, reducing …


Post-Stroke Fatigue In Saudi Arabia: A Call To Action, Saad Z. Alqahtani May 2026

Post-Stroke Fatigue In Saudi Arabia: A Call To Action, Saad Z. Alqahtani

Saudi Medical Journal

Post-stroke fatigue (PSF) is a major consequence of stroke, with a prevalence of approximately 42–53% among stroke survivors. However, over the last 2 decades, only a few studies have explored PSF in Kingdom of Saudi Arabia (KSA). Findings from these studies show that PSF negatively impacts the quality of life of individuals with stroke. Furthermore, they emphasize the need for education for both health care providers and patients regarding PSF. This call-to-action mini narrative review identifies knowledge gaps and provides recommendations for both researchers and policymakers, including the need for standardized management and the exploration of hospital environment settings. Specifically, …


Contribution Of Interleukin-6 (Il-6) To Body Defense And Healing In Pulmonary Tuberculosis, Hasrah Junaidi, Annis C. Adi, Soedarsono Soedarsono, Soetjipto Soetjipto, Chatarina U. Wahyuni, Fariani Syahrul, Mahmudah Mahmudah, Zakiyuddin Zakiyuddin, Iskandar Arfan, Abdullah A. Mamun, Rubia Sari May 2026

Contribution Of Interleukin-6 (Il-6) To Body Defense And Healing In Pulmonary Tuberculosis, Hasrah Junaidi, Annis C. Adi, Soedarsono Soedarsono, Soetjipto Soetjipto, Chatarina U. Wahyuni, Fariani Syahrul, Mahmudah Mahmudah, Zakiyuddin Zakiyuddin, Iskandar Arfan, Abdullah A. Mamun, Rubia Sari

Saudi Medical Journal

Objective: To examine the contribution of IL-6 to host defense and healing in pulmonary tuberculosis (TB). Pulmonary tuberculosis continues to pose a significant global health challenge, with disease outcomes determined by complex host–pathogen interactions. Interleukin-6 (IL-6), a multifunctional cytokine, has been implicated in immune regulation and tissue recovery during TB, but its specific role is not fully established. This review aimed to examine the contribution of IL-6 to host defense and healing in pulmonary TB. Methods: A comprehensive literature search was performed across PubMed, Scopus, Web of Science, ScienceDirect, and Medline following PRISMA guidelines, covering publications from 2015 to 2025. …


Impact Of Treatment On The Health-Related Quality Of Life Of Children With Cancer In Saudi Arabia, Fayzah Hussain Alhussain, Amany Anwar Saeed Alabdullah May 2026

Impact Of Treatment On The Health-Related Quality Of Life Of Children With Cancer In Saudi Arabia, Fayzah Hussain Alhussain, Amany Anwar Saeed Alabdullah

Saudi Medical Journal

Objective: The impact of cancer on health-related quality of life (HRQOL) is considerable, particularly for children undergoing oncological treatment. While research has addressed HRQOL in childhood cancer survivors, less attention has been given to those actively undergoing treatment, including in Saudi Arabia. This systematic review aimed to address this gap by quantitatively evaluating studies reporting on the HRQOL of children in Saudi Arabia during their active cancer treatment phase. We also compare these findings with studies from around the world, emphasising demographic, medical and parental predictors of HRQOL. Methods: A comprehensive search of relevant databases (MEDLINE, CENTRAL, Embase, PsycINFO and …


Efficacy Of Continuous Pegcetacoplan Treatment For Subfoveal Geographic Atrophy In Age-Related Macular Degeneration: 36-Month Results From Oaks, Derby, And Gale Open-Label Extension, Dilsher S. Dhoot, Sunir J. Garg, David M. Brown, Ivan J. Suñer, Ehsan Rahimy, David S. Boyer, Kineta Naidu, Chao Li, Caroline R. Baumal, Robyn H. Guymer May 2026

Efficacy Of Continuous Pegcetacoplan Treatment For Subfoveal Geographic Atrophy In Age-Related Macular Degeneration: 36-Month Results From Oaks, Derby, And Gale Open-Label Extension, Dilsher S. Dhoot, Sunir J. Garg, David M. Brown, Ivan J. Suñer, Ehsan Rahimy, David S. Boyer, Kineta Naidu, Chao Li, Caroline R. Baumal, Robyn H. Guymer

Wills Eye Hospital Papers

PURPOSE: To report efficacy of intravitreal pegcetacoplan treatment over 36 months in eyes with subfoveal geographic atrophy (GA).

PATIENTS AND METHODS: The GALE (NCT04770545) open-label extension trial adds 12 months of results to the 24-month Phase 3 OAKS (NCT03525613) and DERBY (NCT03525600) trials, representing up to 36 months of continuous pegcetacoplan treatment. They included a heterogeneous population of eyes with subfoveal GA (63%). Pegcetacoplan-treated eyes enrolling in GALE continued at the same interval of pegcetacoplan monthly (PM) or every other month (PEOM). Patients' eyes in sham monthly or every-other-month arms crossed over to receive pegcetacoplan in GALE at the same …


Cigarette And E-Cigarette Use In Greater Philadelphia: Proportion Of Use Compared To National Data And Local Predictors Of Smoking Status, Munjireen Sifat, Joshua Banks, Lilianna Phan, Kuang-Yi Wen, Julie A. Barta, Rebecca J. Melillo, Hee-Soon Juon May 2026

Cigarette And E-Cigarette Use In Greater Philadelphia: Proportion Of Use Compared To National Data And Local Predictors Of Smoking Status, Munjireen Sifat, Joshua Banks, Lilianna Phan, Kuang-Yi Wen, Julie A. Barta, Rebecca J. Melillo, Hee-Soon Juon

College of Population Health Faculty Papers

UNLABELLED: Objective tobacco use, cigarette, e-cigarette, cancer-related beliefs, perceived risk, lifestyle attribution, cancer disparities, health equity. We assessed cigarette smoking and e-cigarette use in the Greater Philadelphia region alongside national data. The objectives were to descriptively explore differences in tobacco use by sociodemographic characteristics. We also examined cancer belief associations with smoking and e-cigarette use in the local context.

METHODS: We descriptively compared cross-sectional survey data from 2744 adults in the Sidney Kimmel Comprehensive Cancer Center (SKCCC) catchment area (Greater Philadelphia region; May-July 2022) with 6252 Health Information National Trends Survey (HINTS 6) nationally representative respondents (United States; March-November 2022). …


Stimulant Medications And Bone Health, Christine M Swanson, Julie H Wolfe, Chadi A Calarge May 2026

Stimulant Medications And Bone Health, Christine M Swanson, Julie H Wolfe, Chadi A Calarge

Faculty, Staff and Students Publications

Purpose of review: This review summarizes the potential impact of stimulant medications on bone health, to raise awareness and optimize their safe use.

Recent findings: Stimulant medications can impair bone health through inadequate nutrient/calorie intake and stimulation of the sympathetic nervous system, which regulates bone metabolism. However, their use decreases fracture risk in younger populations ([Formula: see text]25 years old) with attention deficit/hyperactivity disorder (ADHD), likely through reductions in impulsivity and injury. Special care may be needed when fractures occur while using these medications, as recent data suggest psychostimulants are associated with impaired fracture healing. Prescription and non-prescription use of …


Oral Contraceptives Rate Of Reduction On Anterior Cruciate Ligament Injuries In Females: A Critically Appraised Topic, Paige Trent, Sara Stiltner May 2026

Oral Contraceptives Rate Of Reduction On Anterior Cruciate Ligament Injuries In Females: A Critically Appraised Topic, Paige Trent, Sara Stiltner

Journal of Sports Medicine and Allied Health Sciences: Official Journal of the Ohio Athletic Trainers Association

CLINICAL SCENARIO Anterior cruciate ligament (ACL) injuries occur more frequently in females than males, with estimates suggesting a 2-10 greater likelihood of females to sustain this trauma.3 FIFA issued a recent call to action encouraging further investigation into why females are still predisposed to this trauma.2 ACL incident rate is highest amongst females between 14–18-years-old with approximately 227.6 exposures per 100,000 persons per year.1 Multifactorial influences are suggested as predisposing risk factors including anatomical or hormonal components.1 Growing interest in hormonal contributions has led researchers to examine how fluctuations in estrogen, progesterone, and testosterone impact ligamentous integrity.8

Estrogen receptors are …


Leveraging Multimodal Large Language Models For Fall Risk Reduction In Older Adults In The Home: Proposed Model Design, Justin Do, Vivaswat Suresh, Lily Zhang, Bharvi M. Chavre, Jeremy Cha, Robert S. Pugliese May 2026

Leveraging Multimodal Large Language Models For Fall Risk Reduction In Older Adults In The Home: Proposed Model Design, Justin Do, Vivaswat Suresh, Lily Zhang, Bharvi M. Chavre, Jeremy Cha, Robert S. Pugliese

SKMC Student Presentations and Publications

This research letter proposes a novel model design leveraging natively multimodal large language models to identify fall risks and generate visualizations of recommended home environmental modifications, aiming to improve the accessibility and impact of personalized fall prevention advice for older adults. Through a pilot rating study, this work demonstrates that multimodal large language models can generate safe and actionable advice to reduce fall risk in lived spaces of older adults, and also generate realistic edits based on original images. While this concept needs further testing and clinical comparison, it highlights a promising avenue for further innovation of fall prevention tactics.


A Tactile Trans-Flexor Carpi Radialis Surface Landmark Technique For Median Nerve Local Injection: A Cadaveric Study, Clark Chen, Keenan Sobol, Connor Hickey, Duncan Vannest, John Ibrahim, James Raphael May 2026

A Tactile Trans-Flexor Carpi Radialis Surface Landmark Technique For Median Nerve Local Injection: A Cadaveric Study, Clark Chen, Keenan Sobol, Connor Hickey, Duncan Vannest, John Ibrahim, James Raphael

Einstein Health Papers

PURPOSE: Median nerve (MN) block under local anesthesia at the wrist is commonly performed but can be limited by anatomic variation, particularly absence of the palmaris longus tendon. This study investigates a novel trans-flexor carpi radialis (trans-FCR) technique for MN anesthesia that uses the flexor carpi radialis (FCR) tendon as a consistent surface landmark.

METHODS: Fourteen fresh frozen upper extremity cadaver specimens were used. A 25-gauge needle was inserted through the FCR sheath approximately 4 cm proximal to the wrist crease in a transverse fashion, angled approximately 0° to the vertical and parallel to the wrist crease. The trans-FCR technique …


Anatomy Of The Orbit: Radiologic And Surgical Anatomy Of Anterior And Medial Approaches, Emily Garvey, Benjamin Bitner, Mindy R. Rabinowitz May 2026

Anatomy Of The Orbit: Radiologic And Surgical Anatomy Of Anterior And Medial Approaches, Emily Garvey, Benjamin Bitner, Mindy R. Rabinowitz

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Purpose of Review: To review relevant medial orbital anatomy as well as the most commonly used approaches to this space. Recent Findings: The use of the endoscopic endonasal approach for access to the medial orbit, including the intraconal space, has expanded allowing for removal of previously “inoperable” pathology. Summary: Each approach has their strength when considering access to the medial orbit, the transcaruncular incision allows for fast access with limited dissection while the transpalebral approach allows for visualization of the medial orbit but also extended access to the superior and lateral orbit. Conversely, the conjunctival approach allows for wider access …


Getting To The Heart Of The Problem: Blood Pressure Management Through Medication Adherence, Mallory G. Livengood May 2026

Getting To The Heart Of The Problem: Blood Pressure Management Through Medication Adherence, Mallory G. Livengood

Evidence-Based Practice Project Reports

Clinical hypertension affects one in four adults globally, making it the most common chronic condition. Despite its widespread impact, hypertension can be prevented, as it represents the most modifiable risk factor in preventing cardiovascular disease. The primary purpose of this evidence-based project was to determine whether a one-month follow-up with a healthcare provider improved medication adherence through enhanced hypertension management. Twelve eligible participants were selected from a primary clinic located in Northwest Indiana, based on their newly initiated anti-hypertensive medications or who required a medication adjustment due to poor hypertension management. Each participant’s preferred method of communication was noted, and …


Breastfeeding Promotion For Infants With Neonatal Abstinence Syndrome (Nas), Olivia Czerwonka May 2026

Breastfeeding Promotion For Infants With Neonatal Abstinence Syndrome (Nas), Olivia Czerwonka

Evidence-Based Practice Project Reports

Neonatal abstinence syndrome (NAS) is the exposure in utero to drugs with the incidence in the United States increasing from 4 to 6.3 per 1000 births (Wei et al., 2023). The purpose of this quality improvement project was to implement a breastfeeding support intervention to increase breastfeeding frequency and reduce hospital length of stay of newborns with NAS. A tailored multicomponent guideline based upon the current Ten Steps to Successful Breastfeeding as established by WHO and UNICEF (2017) was implemented. Mothers of infants diagnosed with NAS were recruited using convenience sampling from a Northwest Indiana Hospital. Key stakeholders within the …


Evaluating The Impact Of A Standardized Intimate Partner Violence Screening Tool In A Clinical Setting, Dylan Bogucki May 2026

Evaluating The Impact Of A Standardized Intimate Partner Violence Screening Tool In A Clinical Setting, Dylan Bogucki

Evidence-Based Practice Project Reports

Intimate partner violence (IPV) is defined as any act of violence, including physical, sexual, stalking, or psychological aggression by an intimate partner, former or current. Despite being preventable, IPV remains a leading nonobstetric cause of morbidity and mortality among women, which highlights the need for systematic screening in clinical settings. The purpose of this quality improvement project is to identify women who have previously experienced or are currently experiencing IPV and to connect them with appropriate resources. Twenty-one studies were identified, all demonstrating moderate to high methodological quality and supporting the need for routine IPV screening in women’s health settings. …


Development And Psychometric Analysis Of An Instrument To Assess Social Stigma Associated With Parkinson's Disease, Ana Lourdes Guerra-Anzaldo, Arturo Emmanuel Espinosa-Picos, Karen Itzel Sánchez-Ramírez, Ana Jimena Hernández-Medrano, Amin Cervantes-Arriaga, Ariadna Domínguez-García, Mayela Rodríguez-Violante May 2026

Development And Psychometric Analysis Of An Instrument To Assess Social Stigma Associated With Parkinson's Disease, Ana Lourdes Guerra-Anzaldo, Arturo Emmanuel Espinosa-Picos, Karen Itzel Sánchez-Ramírez, Ana Jimena Hernández-Medrano, Amin Cervantes-Arriaga, Ariadna Domínguez-García, Mayela Rodríguez-Violante

Journal of Patient-Centered Research and Reviews

Purpose: To develop and report the psychometric properties of a comprehensive scale designed to measure stereotypes and attitudes of the general population towards people with Parkinson’s disease (PwP).

Methods: The development and analysis of the Parkinson's Disease Stigma Perception scale (PDSP) included four phases: 1) literature review, 2) item development, 3) tests of validity and reliability, and 4) dissemination of a preliminary version. Internal consistency was assessed using Cronbach's alpha, exploratory factor analysis (EFA) to explore underlying structures, and confirmatory factor analysis to test the model's fit.

Results: Six (2%) of the 294 survey respondents were disqualified because of incomplete …


Restless Legs Syndrome And Neurological Comorbidities: A Narrative Review, Kyrillos Ghattas, Helen Hernandez, Yongwoon Huh, Zhanna Fast, Zhikui Wei May 2026

Restless Legs Syndrome And Neurological Comorbidities: A Narrative Review, Kyrillos Ghattas, Helen Hernandez, Yongwoon Huh, Zhanna Fast, Zhikui Wei

Department of Sleep Medicine Faculty Papers

Restless legs syndrome (RLS) is a common yet underrecognized neurological disorder characterized by uncomfortable sensations and an irresistible urge to move he legs, typically following a circadian pattern. RLS frequently co-occurs with various other neurological diseases, raising questions about shared mechanisms and clinical consequences. This review synthesizes evidence on the prevalence, outcomes, and pathophysiology of RLS in various neurological disorders, including Parkinson's disease, multiple sclerosis, migraine, dementia, stroke, epilepsy, and peripheral neuropathy. In Parkinson's disease, RLS is linked to disease progression and dopaminergic therapy. In stroke and multiple sclerosis, RLS is associated with structural lesions at specific locations, such as …


Comparing The Use Of Measured And Smoothed Data In Forecasting Visual Field Tests Using Deep Learning, Ashkan Abbasi, Sowjanya Gowrisankaran, Wei-Chun Lin, Xubo Song, Bhavna Josephine Antony, Gadi Wollstein, Joel Schuman, Hiroshi Ishikawa May 2026

Comparing The Use Of Measured And Smoothed Data In Forecasting Visual Field Tests Using Deep Learning, Ashkan Abbasi, Sowjanya Gowrisankaran, Wei-Chun Lin, Xubo Song, Bhavna Josephine Antony, Gadi Wollstein, Joel Schuman, Hiroshi Ishikawa

Wills Eye Hospital Papers

OBJECTIVE: To evaluate the impact of training and testing deep learning (DL) models for visual field (VF) forecasting using input-target pairs in which the target is either the measured VF test result, or its smoothed counterpart constructed via linear regression.

DESIGN: A retrospective data analysis study evaluating DL models for VF forecasting under multiple training and testing configurations.

SUBJECTS AND CONTROLS: A total of 1400 subjects (healthy and glaucoma patients) with 19 437 reliable Humphrey VF (24-2 Swedish Interactive Threshold Algorithm) tests collected from longitudinal cohorts at the University of Pittsburgh and New York University.

METHODS: Three DL-based pointwise VF …


Multi-Grader Validation Of The Telemedicine Retinopathy Of Prematurity Severity Score, Harrison W. Pratt, Sarthak V. Shah, Cindy S. Zhao, Arthur R. Brant, Caroline R. Baumal, Cagri G. Besirli, Audina M. Berrocal, Kimberley A. Drenser, Anna L. Ells, Clio Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly Quiram, Irena Tsui, Edward Wood, Yoshihiro Yonekawa, Tatiana Rosenblatt, Jochen Kumm, Darius M. Moshfeghi May 2026

Multi-Grader Validation Of The Telemedicine Retinopathy Of Prematurity Severity Score, Harrison W. Pratt, Sarthak V. Shah, Cindy S. Zhao, Arthur R. Brant, Caroline R. Baumal, Cagri G. Besirli, Audina M. Berrocal, Kimberley A. Drenser, Anna L. Ells, Clio Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly Quiram, Irena Tsui, Edward Wood, Yoshihiro Yonekawa, Tatiana Rosenblatt, Jochen Kumm, Darius M. Moshfeghi

Wills Eye Hospital Papers

We aimed to statefully validate Retinopathy of Prematurity (ROP) grading by evaluating intergrader variability over age-matched simulated exams. In a prospective retinal photographic grading cohort study, both eyes of twenty patients with five images per eye per visit were graded by twelve expert graders across six weekly visits. For each eye visit, ROP experts graded the Zone, Stage, and Plus, from which the Telemedicine ROP Severity Score (tROP-SS) was calculated. Graders retained knowledge of prior assessments for a given eye and followed International Classification of ROP rules. Intergrader coefficient of variation (CoV) for Zone, Stage, Plus, and tROP-SS remained below …


Volume Electron Microscopy Reveals Heterogeneity Of The Hemostatic Response In Veins And Arteries, Maurizio Tomaiuolo, Meghan E. Roberts, Jenna R. Severa, Christopher D. Mansi, Brenna B. Y. Mathers, Anna Mannix, Trace A Christensen, Lawrence F Brass, Talid Sinno, Timothy J. Stalker May 2026

Volume Electron Microscopy Reveals Heterogeneity Of The Hemostatic Response In Veins And Arteries, Maurizio Tomaiuolo, Meghan E. Roberts, Jenna R. Severa, Christopher D. Mansi, Brenna B. Y. Mathers, Anna Mannix, Trace A Christensen, Lawrence F Brass, Talid Sinno, Timothy J. Stalker

Cardeza Foundation for Hematologic Research

Intravital imaging studies have provided insights into the spatial and temporal variations of platelet activation and thrombin generation that occur during hemostasis; however, these studies are generally limited to small vessels due to the practical limitations of imaging in thicker tissues. Recent advances in cleared tissue fluorescence imaging as well as volume electron microscopy (vEM) coupled with machine learning-based image segmentation provide an opportunity for analysis of the 3-dimensional structure of complex tissues. We utilized these technologies to examine hemostatic plugs from murine jugular veins and carotid arteries to investigate the spatial distribution of platelet activation and biochemical responses in …


Optimal Timing Of Ventriculoperitoneal Shunt Insertion Relative To Cranioplasty Post-Decompressive Craniectomy: A Frequentist Network Meta-Analysis, Shaan Patel, Shiva A. Nischal, Kush M. Kale, Pious D. Patel, James S. Harrop, Jack Jallo, Srinivas K. Prasad May 2026

Optimal Timing Of Ventriculoperitoneal Shunt Insertion Relative To Cranioplasty Post-Decompressive Craniectomy: A Frequentist Network Meta-Analysis, Shaan Patel, Shiva A. Nischal, Kush M. Kale, Pious D. Patel, James S. Harrop, Jack Jallo, Srinivas K. Prasad

Department of Neurosurgery Faculty Papers

OBJECTIVE: Optimal timing of ventriculoperitoneal shunting (VPS) relative to cranioplasty (CP) after decompressive craniectomy remains controversial. VPS may be performed before, during, or after CP, but no consensus exists on which sequence minimizes complications. We performed a systematic review and network meta-analysis to compare the safety profiles of pre-, simultaneous, and post-CP shunting.

METHODS: We searched PubMed/MEDLINE, Embase, and CENTRAL from inception to October 2025. Eligible studies directly compared at least two timing strategies in patients undergoing both CP and VPS. Primary outcomes included overall complications, reoperation, infection, and intradural bleeding. Secondary outcomes included shunt-related and other procedure-specific adverse events. …


Postapproval Study For Brain-Responsive Neurostimulation For Drug-Resistant Focal Epilepsy: Three-Year Efficacy And Interim Safety Results, Dawn Eliashiv, Vikram R. Rao, Barbara C. Jobst, Jerzy P. Szaflarski, John D. Rolston, Lesley C. Kaye, Taneeta Mindy Ganguly, Katie Bullinger, Patricia C. Dugan, David E. Burdette, Angela Y. Peters, Atif Sheikh, Kevin F. Haas, Dileep R. Nair, Lilit Mnatsakanyan, Imran H. Quraishi, Meriem K. Bensalem-Owen, Michael J. Doherty, Babak Razavi, Tiffany L. Fisher, Christopher T. Skidmore, Pradeep N. Modur, Tawnya M. Constantino, Vicenta Salanova, Andrew J. Cole, Olga Taraschenko, Angelica Rivera-Cruz, James W. Wheless, Nitin Tandon, Antoaneta Balabanov, Sami Aboumatar, Itzhak Fried, Cornelia Drees, Hae Won Shin, Zeenat Jaisani, Stephanie E. Maciver, Sanjay E. Patra, Edward F. Chang, Jon T. Willie, Ryder Gwinn, Travis Stoub, John M. Stern, Tami Crabtree, Cairn G. Seale, Sharon C. Mcfadden, Jacob F. Norman, Lise Johnson, Martha J. Morrell May 2026

Postapproval Study For Brain-Responsive Neurostimulation For Drug-Resistant Focal Epilepsy: Three-Year Efficacy And Interim Safety Results, Dawn Eliashiv, Vikram R. Rao, Barbara C. Jobst, Jerzy P. Szaflarski, John D. Rolston, Lesley C. Kaye, Taneeta Mindy Ganguly, Katie Bullinger, Patricia C. Dugan, David E. Burdette, Angela Y. Peters, Atif Sheikh, Kevin F. Haas, Dileep R. Nair, Lilit Mnatsakanyan, Imran H. Quraishi, Meriem K. Bensalem-Owen, Michael J. Doherty, Babak Razavi, Tiffany L. Fisher, Christopher T. Skidmore, Pradeep N. Modur, Tawnya M. Constantino, Vicenta Salanova, Andrew J. Cole, Olga Taraschenko, Angelica Rivera-Cruz, James W. Wheless, Nitin Tandon, Antoaneta Balabanov, Sami Aboumatar, Itzhak Fried, Cornelia Drees, Hae Won Shin, Zeenat Jaisani, Stephanie E. Maciver, Sanjay E. Patra, Edward F. Chang, Jon T. Willie, Ryder Gwinn, Travis Stoub, John M. Stern, Tami Crabtree, Cairn G. Seale, Sharon C. Mcfadden, Jacob F. Norman, Lise Johnson, Martha J. Morrell

Department of Neurology Faculty Papers

BACKGROUND AND OBJECTIVES: Neuromodulation therapies are approved for the treatment of focal epilepsy based on data from randomized controlled trials (RCTs). After approval of a responsive direct brain stimulation device (The RNS System for focal epilepsy), the Food and Drug Administration required a prospective study to evaluate whether real-world safety and effectiveness differed from outcomes in the RCT.

METHODS: This open-labeled study enrolled adult participants who met the RNS System-approved indication for use. The primary effectiveness end point was median percent change in seizure frequency at 3 years of treatment. Interim safety is presented; the primary safety endpoint analysis will …


Natural History Of Ngly1 Deficiency: Motor Function & Clinical Features, Grace Morrison, Selina Dwight, Hal Landy, William F Mueller, Pam Ventola, Regina Deck, Becky Schweighardt, Matt Wilsey, Kevin J Lee, Bernhard Suter May 2026

Natural History Of Ngly1 Deficiency: Motor Function & Clinical Features, Grace Morrison, Selina Dwight, Hal Landy, William F Mueller, Pam Ventola, Regina Deck, Becky Schweighardt, Matt Wilsey, Kevin J Lee, Bernhard Suter

Faculty, Staff and Students Publications

N-glycanase 1 (NGLY1) Deficiency is an ultra-rare neurodevelopmental disorder caused by biallelic loss-of-function mutations in the NGLY1 gene, leading to severe impairments in neurocognitive and motor function abilities in the affected patient population. Its core clinical features include global developmental delay, hyperkinetic movement disorders, elevation of liver transaminases, (hypo)alacrima, and progressive sensorimotor neuropathy. Due to the range of phenotypes and severity within the confirmed patient population, ongoing characterization of the disease is critical. A prospective natural history study (NHS) was conducted to further elucidate disease phenotypes and examine any changes in neurocognitive or motor function over a one-year period. Fifteen …


Blue Light Exposure, Eye Strain, And Sleep Quality: Evaluating The Effectiveness Of Blue-Light Filtering Lenses, Sara Rozalowski May 2026

Blue Light Exposure, Eye Strain, And Sleep Quality: Evaluating The Effectiveness Of Blue-Light Filtering Lenses, Sara Rozalowski

Honors Capstones

This study employs a literature review to critically evaluate the benefits of blue light–filtering lenses and to determine whether their use against eye strain and toward sleep quality is supported by empirical evidence. The aim of this research is to provide evidence-based information to better inform patients regarding the clinical utility and practical applications of blue light filtration in corrective lenses.