Diagnosis Commons^™

Differences In Emergency Department Imaging Modalities For Femur Fractures Based On Insurance And Demographics, Patrick De La Torre Schutz, Bryce M. Bellon, Daniel Salinas, Kelsey Baker, Hamaad Gohar

Research Colloquium

Insurance status and race have been significant predictors of delayed care and reduced imaging utilization in emergency settings, particularly among minority and Medicaid-insured populations (Moser, Shan). The reasoning for the disparities in treatment for these underserved populations is still not well understood. To further analyze these claims, this study examined whether demographic factors such as ethnicity, sex, age, insurance type, and fracture classification were associated with differences in imaging modality among patients with femur fractures. Data from the Texas Department of State Health Services Trauma Registry (2018–2022) was analyzed using logistic regression to determine the odds ratios of receiving CT, …

Wernicke’S Encephalopathy With Classic Triad And Normal Mri In A Young Woman Following Rapid-Sequence Bariatric And Biliary Surgery, Hugo Zamarron, Nina Mourao, Roberto A. Cruz Saldana

Research Colloquium

Background: Wernicke’s encephalopathy is a life-threatening neurological disorder caused by thiamine deficiency, most commonly associated with alcoholism. However, postoperative nutritional deficiencies in young patients undergoing bariatric procedures are increasingly recognized. This case is unique due to the rapid succession of bariatric and cholecystectomy surgeries, development of classic Wernicke’s symptoms with a normal MRI, and diagnostic delay due to overlapping differential diagnoses including intracranial hypotension and myelopathy.

Case Presentation: A 22-year-old woman with class III obesity underwent sleeve gastrectomy in July 2022, followed by significant weight loss and persistent intractable vomiting. Due to suspected gallbladder disease, she underwent a cholecystectomy in …

Corticobasal Syndrome With Mixed Pathology In The Absence Of Grn Mutation: A Clinico-Pathological Case Of Ftld-Tdp With Coexisting Alzheimer’S And Lewy Body Pathology, Hugo Zamarron, David Irwin, Jeffery Phillips, Edward Lee, Matthew Tisdall, Corey Mcmillan

Research Colloquium

Background: Corticobasal syndrome (CBS) is a neurodegenerative disorder characterized by often asymmetric fronto-pariteal and extra-pyramidal features that is traditionally associated with tauopathy, but pathological findings are heterogenous, including other forms of frontotemporal lobar degeneration (FTLD) and mixed pathologies of aging. We present clinical, radiographic, and histopathologic features of asymmetry in a unique patient with CBS and underlying FTLD with TDP-43 pathology (FTLD-TDP), co-occurring with other age-related pathologies.

Case Presentation: A 76-year-old man presented with progressive cognitive and motor dysfunction including asymmetric parkinsonism, left-sided dystonia and rigidity, apraxia, visuospatial impairment, and a subtle social disorder including apathy and social withdrawal. The …

Bilateral Small Vessel Strokes In A Young Male With Coccidioidal Meningitis And Suspected Cns Vasculitis, Hugo Zamarron, Ahsan Ali

Research Colloquium

Background: Cerebral small vessel strokes in young, otherwise healthy adults without traditional vascular risk factors are rare and warrant further investigation. Central nervous system (CNS) vasculitis is an uncommon etiology that may be triggered by infections, including fungal pathogens. This case is notable for a suspected primary CNS vasculitis manifesting as bilateral deep infarcts in the setting of Coccidioidal meningitis. It highlights the importance of considering fungal infections and vasculitis in the differential diagnosis of stroke in younger patients.

Case Presentation: A 32-year-old previously healthy male presented with fever, headache, and was diagnosed with aseptic meningitis. He was later readmitted …

Rapid Mapping Of Spinal And Supraspinal Connectome Via Self-Targeting Glucose-Based Carbon Dots, Yasin B. Seven, Elif S. Seven, Emel Kirbas Cilingir, Komal Parikh, Mehmet Aydin, Edward K. Luca, Jayakrishnan Nair, Roger M. Leblanc

Department of Physical Therapy Faculty Papers

The spinal cord is a highly dynamic network, playing significant roles in the vital functions of the brain. Disorders of the spinal cord, such as spinal cord injury and amyotrophic lateral sclerosis (ALS), are associated with neurodegeneration, often resulting in morbidity and mortality. The blood-brain barrier (BBB) poses a major challenge to imaging and therapeutic agents because less than 2% of small-molecule drugs and almost no large-molecule drugs can cross the BBB. Furthermore, spatial spectroscopy studies have shown highly heterogeneous BBB crossing with significant accumulation at the unintended brain regions. Thus, targeting systems that can cross the BBB at the …

Early Blood Pressure Targets In Acute Spinal Cord Injury: A Randomized Clinical Trial, Ruba Sajdeya, N. David Yanez, Michael Kampp, Michael D. Goodman, David Zonies, Brandon Togioka, Andrew Nunn, Robert D. Winfield, Niels D. Martin, Anirudh Kohli, Toan T. Huynh, David O. Okonkwo, Roy A. Poblete, Emily J. Gilmore, Randall M. Chesnut, Aaron E. Bunnell, Tetsu Ohnuma, Mona Hashemaghaie, Miriam M. Treggiari

Department of Surgery Faculty Papers

IMPORTANCE: Early blood pressure management is central to neurologic resuscitation of spinal cord injury; however, the role of augmented blood pressure is unclear.

OBJECTIVE: To compare the efficacy and safety of augmented vs conventional blood pressure on 6-month neurologic outcomes after acute spinal cord injury.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter randomized clinical trial took place from October 3, 2017, to July 26, 2023, and assessed patients 18 years or older with spinal cord injury followed up for 6 months at 13 large US trauma centers.

INTERVENTIONS: Patients were equally randomized to augmented (>85-90 mm Hg) or conventional ( …

A Single Center Study Of The Symbol Digit Modalities Test As A Screening Tool For Cognitive Impairment In Parkinson’S Disease, Daniyell Thomason, Morganne Manuel, Shannin Moody, Jesus Lovera, Brain Copeland, Deidre Devier

School of Medicine Faculty Publications

Background: Parkinson’s Disease (PD) can include physical signs and possibly cognitive impairment, resulting from the convergence of pathologicalprocesses involving dopaminergic dysfunction, accumulation ofalpha-synuclein, cholinergic deficits, and disruption of otherneurotransmitter systems. We used screening tests to evaluate thecharacteristics of cognitive performance in patients with PD and to assess their validity compared tothe Montreal Cognitive Assessment (MoCA). Methods: This is a natural history study of participants with PD and controls screened for possible cognitive impairment using the MoCA, Symbol Digit Modalities Test (SDMT), and King-Devick (KD). The groups were compared on performance and then factors associated with cognitive performance (age, diagnosis, and …

Redefining The Albumin-Bilirubin Score: Predictive Modeling And Multidimensional Integration In Liver And Systemic Disease, Berkay Demirors, Ramin Shekouhi, Paola Berrios Jimenez, Anjali Yadav, Guido Chiriboga, Vishal A. Mahesh, Harsheen K. Manaise, Jade Bowers, Angel Aguayo Merly, Emmanuel Gabriel

School of Medicine Faculty Publications

This editorial comment is on the article by Xu et al. It offers an in-depth analysis of liver function assessment tools and their prognostic roles in non-malignant liver diseases, with a focus on the albumin-bilirubin (ALBI) score. ALBI’s components, grading system, and clinical relevance across various liver conditions are reviewed and compared with traditional models such as the Child-Pugh and model for end-stage liver disease scores. We included recent studies evaluating ALBI’s role in estimating liver function, suggesting it may help differentiate patients who appear similar under other staging systems, and assist in guiding clinical decisions. Although ALBI is primarily …

Intelligence Architectures And Machine Learning Applications In Contemporary Spine Care, Rahul Kumar, Conor Dougherty, Kyle Sporn, Akshay Khanna, Puja Ravi, Pranay Prabhakar, Nasif Zaman

SKMC Student Presentations and Publications

The rapid evolution of artificial intelligence (AI) and machine learning (ML) technologies has initiated a paradigm shift in contemporary spine care. This narrative review synthesizes advances across imaging-based diagnostics, surgical planning, genomic risk stratification, and post-operative outcome prediction. We critically assess high-performing AI tools, such as convolutional neural networks for vertebral fracture detection, robotic guidance platforms like Mazor X and ExcelsiusGPS, and deep learning-based morphometric analysis systems. In parallel, we examine the emergence of ambient clinical intelligence and precision pharmacogenomics as enablers of personalized spine care. Notably, genome-wide association studies (GWAS) and polygenic risk scores are enabling a shift from …

Diagnostic Journey In The Recognition Of Oncogenic Osteomalacia, Steven B. Nagelberg, Mihaela Biscoveanu, Barbara Bix, Carrie Andrews, Srinivas Prasad

Jefferson Health - Northeast Papers (formerly Aria Health Papers)

A 73-year-old woman with a remote history of successfully treated primary hyperparathyroidism was referred to our office because of multiple skeletal fractures and proximal muscle weakness. Prior laboratory evaluation demonstrated hypocalcemia, vitamin D deficiency, elevated PTH, and elevated alkaline phosphatase. Updated evaluation in our clinic additionally showed hypophosphatemia prompting measurement of serum fibroblast growth factor 23 (FGF23). FGF23 proved to be markedly elevated prompting consideration of tumor-induced osteomalacia. Positron emission tomography with Cu-64 oxodotreotide revealed an enhancing focus in the left thoracic spine that was confirmed on magnetic resonance imaging to be a 1.5-cm extradural mass. The patient underwent surgical …

Parent Needs, Recommendations, And Systemic Challenges Affecting Pediatric Hypertension Detection, Abbas H. Zaidi, Erica D. Sood, Sarah De Ferranti, Samuel Gidding, Varsha Zadokar, Jonathan M. Miller, Anne E Kazak

Department of Pediatrics Faculty Papers

Pediatric hypertension (HTN) affects 3%-5% of children in the United States, yet only 25% are diagnosed and 60% lack recommended follow-up care. Skepticism about elevated blood pressure (BP) readings and reluctance to use antihypertensive medications by parents and clinicians highlight the need for stakeholder-informed strategies to address these challenges. This study examined parents' perceived needs, their recommended strategies to improve HTN detection, and contextual health system challenges. Parents and clinicians from 10 pediatric primary care clinics participated in semi-structured qualitative interviews. Only parents of children with documented stage 2 BP readings and a HTN diagnosis, but with gaps in care …

Reliability And Spatial Consistency Of Mr Diffusion Tensor Imaging Measures Along The Cerebral Perivascular Space, Enchao Qiu, Joga Chaganti, Phillip Phan, M. Alizadeh, Devon Middleton, Kiran Talekar, Prabath Mondel, Scott H. Faro, Feroze Mohamed, Hsiangkuo Yuan

Department of Radiology Faculty Papers

BACKGROUND AND PURPOSE: Diffusion tensor imaging analysis along the perivascular space (DTI-ALPS) has emerged as a promising noninvasive method for evaluating water motion that may reflect glymphatic system function. However, the reliability of DTI-ALPS measurements across different region-of-interest (ROI) selection methods remains underinvestigated. This study aimed to assess the interrater reliability among three neuroradiologists in native space and compare DTI-ALPS indices derived from ROIs placed in subjects' native space versus standardized Montreal Neurological Institute (MNI) space.

METHODS: DTI-ALPS indices from 16 healthy subjects were calculated from both left and right hemispheres using two ROI placement approaches: (1) native space ROIs …

Automated Instance Segmentation And Registration Of Spinal Vertebrae From Ct-Scans With An Improved 3d U-Net Neural Network And Corner Point Registration, James Hill, Muhammad Rizwan Khokher, Chuong Nguyen, Matt Adcock, Ron Li, Stuart Anderson, Thomas Morrell, Tim Diprose, Olivier Salvado, Dadong Wang, Guan K. Tay

Research outputs 2022 to 2026

This paper presents a rapid and robust approach for 3D volumetric segmentation, labelling, and registration of human spinal vertebrae from CT scans using an optimised and improved 3D U-Net neural network architecture. The network is designed by incorporating residual and dense interconnections, followed by an extensive evaluation of different network setups by optimising the network components like activation functions, optimisers, and pooling operations. In addition, the network architecture is optimised for varying numbers of convolution layers per block and U-Net levels with fixed and cascading numbers of filters. For 3D virtual reality visualisation, the segmentation output of the improved 3D …

Biofluid Biomarkers Aid In Diagnosing And Developing Improved Treatments For People With Alzheimer's Disease, Jonatan A. Lopez

University Honors Theses

Dementia is a disease in which daily life is disrupted by a loss of cognitive function. Late-onset Alzheimer's disease (AD) is the most common dementia that largely begins to affect individuals in their mid 60s or older. AD was selected as the focus of this paper because it is the most common form of dementia, accounting for 50-70% of dementia cases. A typical diagnostic approach used by physicians starts with a simple clinical test, the Mini-Mental State Examination (MMSE), when cognitive decline is suspected in a patient. Then if there is enough evidence to suggest AD, a physician would order …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Quantifying "Medical Renal Disease": A Pediatric Pilot Study Using Ultrasound Radiomics For Differentiating Acute Kidney Injury And Chronic Kidney Disease, Laura De Leon-Benedetti, Laith Sultan, Hansel Otero, Tatiana Morales-Tisnés, Joya Sims, Kate Fitzpatrick, Julie Fitzgerald, Susan Furth, Benjamin Laskin, Bernarda Viteri

SKMC Student Presentations and Publications

Background: Differentiating acute kidney injury (AKI) from chronic kidney disease (CKD) in children remains a critical unmet need due to the limitations of current clinical and biochemical markers. Conventional ultrasound lacks the sensitivity to discern subtle parenchymal alterations. This study explores the application of ultrasound radiomics—a novel, non-invasive, and quantitative image analysis method—for distinguishing AKI from CKD in pediatric patients. Methods: In this retrospective cross-sectional pilot study, kidney ultrasound images were obtained from 31 pediatric subjects: 8 with oliguric AKI, 14 with CKD, and 9 healthy controls. Renal parenchyma was manually segmented, and 124 advanced texture features were extracted using …

Fatal Facial Necrotizing Fasciitis: A Case Report Highlighting Diagnostic And Therapeutic Challenges, Muhammad Sheraz Hameed, Syed Rafay Hussain Zaidi, Ali Iqbal, Muhammad Ahsan, Austin Mitchell, Azka Asad Mirza, Joshiah Gordon, Rahmat Gul Omarzai

Department of Medicine Faculty Papers

BACKGROUND: Facial Necrotizing Fasciitis (FNF) is a rare but aggressive, life-threatening infection involving the face's subcutaneous tissues and underlying musculature. It can rapidly progress to septic shock and multi-organ failure if not promptly recognized and treated. The clinical course, including severe pain, disproportionate tenderness, and systemic signs, is often the most crucial factor in diagnosis. While computed tomography (CT) can aid in identifying early signs such as soft tissue swelling and gas formation, clinical suspicion remains paramount and should not be delayed by reliance on imaging alone. Without early intervention, FNF may lead to devastating outcomes, including disfigurement, blindness, or …

Cryptococcoid Sweet Syndrome Or Halogenoderma? Highlighting The Crucial Need For Serum Iodine Testing, Jacob R. Kilgore, Jonathan M. Joseph, Addie Walker, William Snider, Nicholas Culotta, Carson Bogatto, Aaron Coulon

School of Medicine Faculty Publications

No abstract provided.

Clinical Outcomes Following Endoscopic Carpal Tunnel Release With The Arthrex Nanoscopic Release System-A Single Surgeon Experience, Sina Ramtin, Asif M. Ilyas

Department of Orthopaedic Surgery Faculty Papers

PURPOSE: Endoscopic carpal tunnel release (ECTR) is a minimally invasive alternative to open release, offering faster recovery and reduced postoperative discomfort. The Arthrex NanoScopic ECTR system, a novel single-use device using chip-on-tip digital imaging and designed for use under local anesthesia without arthroscopic equipment, may further streamline care and expand surgical access.

METHODS: A retrospective review was conducted of the first 50 consecutive ECTR procedures performed using the Arthrex NanoScopic system by a single hand fellowship-trained hand surgeon. All procedures were completed under wide-awake local anesthesia no tourniquet technique in an outpatient surgical center. Outcomes included operative times, adverse events, …

The Use Of A Horizontal Reference Line While Measuring The Anterior Center Edge Angle Is More Reliable Than The Traditional Method, Roland Howard, Benjamin Miltenberg, William Johns, Neel Patel, Shyam Brahmabhatt, John Salvo

Rothman Institute Papers

BACKGROUND: The anterior center edge angle (ACEA) is a radiographic parameter commonly utilized for the assessment of anterior acetabular coverage in the setting of various hip abnormalities. However, this measurement is greatly dependent on patient positioning and imaging technique.

PURPOSE: To evaluate the utility of a measurement technique utilizing a horizontal reference line and femoral head perfect circles for better control of pelvic obliquity and the assessment of its potential as a more reproducible method for determining the ACEA.

STUDY DESIGN: Cohort study (diagnosis); Level of evidence, 3.

METHODS: There were 3 authors who retrospectively reviewed the false-profile radiographs of …