AIMC Topic: Endovascular Procedures

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Predictive score for complete occlusion of intracranial aneurysms treated by flow-diverter stents using machine learning.

Journal of neurointerventional surgery Nov 20, 2020
BACKGROUND: Complete occlusion of an intracranial aneurysm (IA) after the deployment of a flow-diverter stent is currently unpredictable. The aim of this study was to develop a predictive occlusion score based on pretreatment clinical and angiographi...
Retrospective Studies Female Adult Male Humans Machine Learning Algorithms Prospective Studies Predictive Value of Tests Endovascular Procedures Self Expandable Metallic Stents Intracranial Aneurysm Balloon Occlusion Middle Aged Cohort Studies Treatment Outcome Follow-Up Studies
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Machine learning for endoleak detection after endovascular aortic repair.

Scientific reports Oct 27, 2020
Diagnosis of endoleak following endovascular aortic repair (EVAR) relies on manual review of multi-slice CT angiography (CTA) by physicians which is a tedious and time-consuming process that is susceptible to error. We evaluate the use of a deep neur...
Female Reproducibility of Results Aged Male Computed Tomography Angiography Endoleak Humans Neural Networks, Computer Machine Learning Endovascular Procedures Aorta
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Use of Natural Language Processing to Improve Identification of Patients With Peripheral Artery Disease.

Circulation. Cardiovascular interventions Oct 12, 2020
BACKGROUND: Peripheral artery disease (PAD) is underrecognized, undertreated, and understudied: each of these endeavors requires efficient and accurate identification of patients with PAD. Currently, PAD patient identification relies on diagnosis/pro...
Humans Peripheral Arterial Disease Predictive Value of Tests Natural Language Processing Data Mining Aged, 80 and over Ankle Brachial Index Male Endovascular Procedures Middle Aged Vascular Surgical Procedures Diagnosis, Computer-Assisted Amputation, Surgical Electronic Health Records Female Reproducibility of Results Aged
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Deep Learning and Multivariable Models Select EVAR Patients for Short-Stay Discharge.

Vascular and endovascular surgery Sep 10, 2020
OBJECTIVES: We sought to develop a prediction score with data from the Vascular Quality Initiative (VQI) EVAR in efforts to assist endovascular specialists in deciding whether or not a patient is appropriate for short-stay discharge.
Aortic Aneurysm Multivariate Analysis Endovascular Procedures Enhanced Recovery After Surgery Health Services Research Deep Learning Length of Stay Time Factors Smartphone Aged Mobile Applications Aged, 80 and over Treatment Outcome Male Patient Discharge Risk Assessment Patient Selection Databases, Factual Clinical Decision-Making Female Risk Factors Humans Decision Support Techniques
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Prediction, pattern recognition and modelling of complications post-endovascular infra renal aneurysm repair by artificial intelligence.

Vascular Aug 24, 2020
OBJECTIVES: The study evaluates the plausibility and applicability of prediction, pattern recognition and modelling of complications post-endovascular aneurysm repair (EVAR) by artificial intelligence for more accurate surveillance in practice.
Humans Artificial Intelligence Prospective Studies Female Risk Factors Aged Aged, 80 and over Male Pattern Recognition, Automated Blood Vessel Prosthesis Implantation Endovascular Procedures Graft Occlusion, Vascular Endoleak Blood Vessel Prosthesis Foreign-Body Migration Treatment Outcome Support Vector Machine Decision Trees Aortic Aneurysm, Abdominal Middle Aged Risk Assessment Postoperative Complications Time Factors
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Tele-robotics and artificial-intelligence in stroke care.

Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia Aug 5, 2020
In the last forty years, the field of medicine has experienced dramatic shifts in technology-enhanced surgical procedures - from its initial use in 1985 for neurosurgical biopsies to current implementation of systems such as magnetic-guided catheters...
Robotic Surgical Procedures Stroke Telemedicine Endovascular Procedures Humans Artificial Intelligence
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Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke.

Computers in biology and medicine Oct 22, 2019
Treatment selection is becoming increasingly more important in acute ischemic stroke patient care. Clinical variables and radiological image biomarkers (old age, pre-stroke mRS, NIHSS, occlusion location, ASPECTS, among others) have an important role...
Neural Networks, Computer Prospective Studies Female Aged Humans Predictive Value of Tests Registries Stroke Brain Ischemia Computed Tomography Angiography Endovascular Procedures Cerebral Angiography Aged, 80 and over Male Middle Aged Postoperative Complications
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HALS, EVAR and robot-assisted surgery as minimally invasive approaches for abdominal aneurysm treatment.

Journal of robotic surgery Jun 26, 2019
Robotic Surgical Procedures Endovascular Procedures Hand-Assisted Laparoscopy Humans Aortic Aneurysm, Abdominal Robotics
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Endovascular Robotics: The Future of Cerebrovascular Surgery.

World neurosurgery Jun 21, 2019
Endovascular Procedures Humans Robotics Neurosurgical Procedures Surgery, Computer-Assisted
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A CNN-based prototype method of unstructured surgical state perception and navigation for an endovascular surgery robot.

Medical & biological engineering & computing Jun 20, 2019
Performance of robot-assisted endovascular surgery (ES) remains highly dependent on an individual surgeon's skills, due to common adoption of master-slave robotic structure. Surgeons' skill modeling and unstructured surgical state perception pose pro...
Robotic Surgical Procedures Hand Endovascular Procedures Humans Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Equipment Design
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