AIMC Topic: Embolization, Therapeutic

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Development and Validation of Machine Learning-Based Model for Hospital Length of Stay in Patients Undergoing Endovascular Interventional Embolization for Intracranial Aneurysms.

World neurosurgery Jan 27, 2025
OBJECTIVE: This study was to explore the factors associated with prolonged hospital length of stay (LOS) in patients with intracranial aneurysms (IAs) undergoing endovascular interventional embolization and construct prediction model machine learning...
Humans Machine Learning Retrospective Studies Female Length of Stay Aged Embolization, Therapeutic Adult Male Middle Aged Endovascular Procedures Aneurysm, Ruptured Intracranial Aneurysm
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Artificial Intelligence-Driven Patient Selection for Preoperative Portal Vein Embolization for Patients with Colorectal Cancer Liver Metastases.

Journal of vascular and interventional radiology : JVIR Dec 3, 2024
PURPOSE: To develop a machine learning algorithm to improve hepatic resection selection for patients with metastatic colorectal cancer (CRC) by predicting post-portal vein embolization (PVE) outcomes.
Humans Embolization, Therapeutic Portal Vein Patient-Specific Modeling Liver Regeneration Colorectal Neoplasms Male Middle Aged Liver Neoplasms Treatment Outcome Predictive Value of Tests Patient Selection Hepatectomy Machine Learning Decision Support Techniques Retrospective Studies Clinical Decision-Making Female Reproducibility of Results Aged Adult
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Commentary on Machine Learning to Predict Prostate Artery Embolization Outcomes? Patient Selection for Prostatic Artery Embolization: Why it Matters.

Cardiovascular and interventional radiology Aug 19, 2024
Humans Prostate Patient Selection Embolization, Therapeutic Machine Learning Male Treatment Outcome Prostatic Hyperplasia
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Machine Learning to Predict Prostate Artery Embolization Outcomes.

Cardiovascular and interventional radiology Jun 19, 2024
PURPOSE: This study leverages pre-procedural data and machine learning (ML) techniques to predict outcomes at one year following prostate artery embolization (PAE).
Prostate Registries Embolization, Therapeutic Male Middle Aged Treatment Outcome Prostatic Hyperplasia Humans Machine Learning Retrospective Studies Aged
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Impact Exploration of Spatiotemporal Feature Derivation and Selection on Machine Learning-Based Predictive Models for Post-Embolization Cerebral Aneurysm Recanalization.

Cardiovascular engineering and technology May 23, 2024
PURPOSE: To enhance the performance of machine learning (ML) models for the post-embolization recanalization of cerebral aneurysms, we evaluated the impact of hemodynamic feature derivation and selection method on six ML algorithms.
Spatio-Temporal Analysis Hemodynamics Embolization, Therapeutic Intracranial Aneurysm Female Aged Male Middle Aged Machine Learning
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Renal artery pseudoaneurysm following robot assisted nephron sparing surgery: two case reports.

Journal of medical case reports Apr 19, 2024
BACKGROUND: Renal artery pseudoaneurysm following partial nephrectomy is a rare entity, the incidence of this entity is more common following penetrating abdominal injuries, percutaneous renal interventions such as percutaneous nephrostomy(PCN) or Pe...
Renal Artery Humans Aneurysm Female Embolization, Therapeutic Adult Nephrectomy Middle Aged Aneurysm, False Robotics Nephrons Hematuria
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Bridging the gap: robotic applications in cerebral aneurysms neurointerventions - a systematic review.

Neurosurgical review Apr 11, 2024
Cerebral aneurysm is a life-threatening condition, which requires high precision during the neurosurgical procedures. Increasing progress of evaluating modern devices in medicine have led to common usage of robotic systems in many fields, including c...
Embolization, Therapeutic Endovascular Procedures Intracranial Aneurysm Humans Treatment Outcome Retrospective Studies Robotics Robotic Surgical Procedures Stents
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Artificial Intelligence for Identification of Images with Active Bleeding in Mesenteric and Celiac Arteries Angiography.

Cardiovascular and interventional radiology Mar 26, 2024
PURPOSE: The purpose of this study is to evaluate the efficacy of an artificial intelligence (AI) model designed to identify active bleeding in digital subtraction angiography images for upper gastrointestinal bleeding.
Radiographic Image Interpretation, Computer-Assisted Embolization, Therapeutic Celiac Artery Gastrointestinal Hemorrhage Humans Angiography, Digital Subtraction Mesenteric Arteries Artificial Intelligence Adult Algorithms Sensitivity and Specificity Retrospective Studies Male Female Middle Aged Aged
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Predicting incomplete occlusion of intracranial aneurysms treated with flow diverters using machine learning models.

Journal of neurosurgery Dec 1, 2023
OBJECTIVE: Intracranial saccular aneurysms are vascular malformations responsible for 80% of nontraumatic brain hemorrhage. Recently, flow diverters have been used as a less invasive therapeutic alternative for surgery. However, they fail to achieve ...
Female Aged Adult Male Embolization, Therapeutic Humans Middle Aged Intracranial Aneurysm Machine Learning Treatment Outcome Retrospective Studies Support Vector Machine Predictive Value of Tests
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Novel Deep Learning Denoising Enhances Image Quality and Lowers Radiation Exposure in Interventional Bronchial Artery Embolization Cone Beam CT.

Academic radiology Nov 21, 2023
OBJECTIVES: In interventional bronchial artery embolization (BAE), periprocedural cone beam CT (CBCT) improves guiding and localization. However, a trade-off exists between 6-second runs (high radiation dose and motion artifacts, but low noise) and 3...
Bronchial Arteries Cone-Beam Computed Tomography Humans Radiation Dosage Adult Radiographic Image Interpretation, Computer-Assisted Retrospective Studies Signal-To-Noise Ratio Male Artifacts Female Middle Aged Radiography, Interventional Embolization, Therapeutic Aged Deep Learning Radiation Exposure
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