Publications by authors named "J Golzarian"
Whey Protein-Based Hydrogel Microspheres for Endovascular Embolization.
ACS Appl Bio Mater
January 2025
Transarterial embolization (TAE) is an image-guided, minimally invasive procedure for treating various clinical conditions by delivering embolic agents to occlude diseased arteries. Conventional embolic agents focus on vessel occlusion but can cause unintended long-term inflammation and ischemia in healthy tissues. Next-generation embolic agents must exhibit biocompatibility, biodegradability, and effective drug delivery, yet some degradable microspheres degrade too quickly, leading to the potential migration of fragments into distal blood vessels causing off-target embolization.
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- The study evaluates the effectiveness of machine learning models in predicting improvements in refractory ascites for patients undergoing TIPS placement, analyzing data from 218 patients.
- Results show that 77% of patients experienced improvement, with certain clinical factors like sodium and albumin levels significantly associated with better outcomes.
- Two ML models, SVM and CatBoost, showed high accuracy (83% and 87%) in predicting improvements, suggesting these models could aid in selecting suitable patients for the procedure.
Knee osteoarthritis (KOA) is a musculoskeletal disorder characterized by articular cartilage degeneration and chronic inflammation, affecting one in five people over 40 years old. The purpose of this study was to provide an overview of traditional and novel minimally invasive treatment options and role of artificial intelligence (AI) to streamline the diagnostic process of KOA. This literature review provides insights into the mechanisms of action, efficacy, complications, technical approaches, and recommendations to intra-articular injections (corticosteroids, hyaluronic acid, and plate rich plasma), genicular artery embolization (GAE), and genicular nerve ablation (GNA).
View Article and Find Full Text PDFWe aimed to assess the diagnostic performance of Cardiac Magnetic Resonance (CMR) strain parameters in ACM patients to evaluate their diagnostic role. We systematically searched MEDLINE, EMBASE, Scopus, and Web of Science. Of the 146 records, 16 were included.
View Article and Find Full Text PDFPurpose: This study assesses the efficacy and safety of self-expandable (SE) versus balloon-expandable (BE) stent grafts for managing visceral artery aneurysms (VAAs), focusing on procedural success and complication rates.
Materials And Methods: We conducted a retrospective analysis of VAA patients treated at our institution from April 2006 to September 2021. The study reviewed patient demographics, aneurysm characteristics, treatment details, and outcomes, including endoleaks.