8 results for "Mahbod Issaiy"
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Journal Article
Artificial Intelligence and Acute Appendicitis: A Systematic Review of Diagnostic and Prognostic Models
Abstract Background To assess the efficacy of artificial intelligence (AI) models in diagnosing and prognosticating acute appendicitis (AA) in adult patients compared to traditional methods. AA is a common cause of emergency department visits and abdominal surgeries. It is typically diagnosed…
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Journal Article
Plasma cell leukemia presenting as spontaneous tumor lysis syndrome with hypercalcemia
Abstract Tumor lysis syndrome (TLS) is an oncologic emergency in which tumor cells undergo lysis either spontaneously or due to the initiation of cancer therapy typically presenting with hypocalcemia. We described a 62‐year‐old male patient with spontaneous TLS and hypercalcemia without a known…
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Journal Article Full text
Patient-Specific Hemodynamic Simulation for Predicting Stroke Laterality in Cardiac Embolism
Background and Purpose Cardioembolic sources account for 20%–30% of acute ischemic strokes (AIS), often with high morbidity. Conventional imaging confirms etiology retrospectively but lacks insight into the dynamic behavior of embolic transport. We aimed to predict stroke laterality by integrating…
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Journal Article
Do Deep Learning Algorithms Accurately Segment Intracerebral Hemorrhages on Noncontrast Computed Tomography? A Systematic Review and Meta‐Analysis
Background Stroke, a major global health issue, is broadly categorized into ischemic and hemorrhagic types. The volume of hemorrhage on noncontrast computed tomography guides the treatment options and hints at prognosis. Conventional approaches to calculate intracerebral hemorrhage (ICH) volume…
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Journal Article
Delayed‐onset heparin‐induced thrombocytopenia complicated with saddle embolus
Abstract Delayed‐onset heparin‐induced thrombocytopenia is a rare complication of heparin in which thrombocytopenia and thrombosis occur several days after heparin cessation. We describe a 47‐year‐old female patient with a history of melanoma and multiple surgeries presented to the emergency…
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Journal Article
Risk scores for prediction of paroxysmal atrial fibrillation after acute ischemic stroke or transient ischemic attack: A systematic review and meta-analysis
Introduction: Detection of paroxysmal atrial fibrillation (PAF) is crucial for secondary prevention in patients with recent strokes of unknown etiology. This systematic review and meta-analysis assess the predictive power of available risk scores for detecting new PAF after acute ischemic stroke…
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Journal Article
Methodological insights into ChatGPT’s screening performance in systematic reviews
Abstract Background The screening process for systematic reviews and meta-analyses in medical research is a labor-intensive and time-consuming task. While machine learning and deep learning have been applied to facilitate this process, these methods often require training data and user annotation…
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Journal Article
ELTIRADS framework for thyroid nodule classification integrating elastography, TIRADS, and radiomics with interpretable machine learning
Abstract Early detection of malignant thyroid nodules is crucial for effective treatment, but traditional diagnostic methods face challenges such as variability in expert opinions and limited integration of advanced imaging techniques. This prospective cohort study investigates a novel multimodal…