AIMC Topic: Vascular Remodeling

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Utilizing Machine Learning Techniques to Predict Negative Remodeling in Uncomplicated Type B Intramural Hematoma.

Annals of vascular surgery Mar 5, 2025
BACKGROUND: To evaluate the effectiveness of machine learning (ML) techniques in predicting negative remodeling in uncomplicated Stanford type B intramural hematoma (IMHB) during the acute phase.
Machine Learning Retrospective Studies Female Risk Factors Humans Predictive Value of Tests Hematoma Vascular Remodeling Aortic Diseases Aged Male Middle Aged Risk Assessment
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Deep Learning Prediction for Distal Aortic Remodeling After Thoracic Endovascular Aortic Repair in Stanford Type B Aortic Dissection.

Journal of endovascular therapy : an official journal of the International Society of Endovascular Specialists Mar 16, 2023
PURPOSE: This study aimed to develop a deep learning model for predicting distal aortic remodeling after proximal thoracic endovascular aortic repair (TEVAR) in patients with Stanford type B aortic dissection (TBAD) using computed tomography angiogra...
Female Risk Factors Aged Adult Humans Decision Support Techniques Retrospective Studies Aortography Endovascular Aneurysm Repair Aorta, Thoracic Aortic Dissection Aortic Aneurysm, Thoracic Blood Vessel Prosthesis Implantation Endovascular Procedures Vascular Remodeling Time Factors Computed Tomography Angiography Male Treatment Outcome Middle Aged Predictive Value of Tests Deep Learning Radiographic Image Interpretation, Computer-Assisted
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Automated detection of vascular remodeling in tumor-draining lymph nodes by the deep-learning tool HEV-finder.

The Journal of pathology Jul 12, 2022
Vascular remodeling is common in human cancer and has potential as future biomarkers for prediction of disease progression and tumor immunity status. It can also affect metastatic sites, including the tumor-draining lymph nodes (TDLNs). Dilation of t...
Breast Neoplasms Deep Learning Lymph Nodes Vascular Remodeling Humans Female Venules
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Vesseg: An Open-Source Tool for Deep Learning-Based Atherosclerotic Plaque Quantification in Histopathology Images-Brief Report.

Arteriosclerosis, thrombosis, and vascular biology Aug 12, 2021
Objective: Manual plaque segmentation in microscopy images is a time-consuming process in atherosclerosis research and potentially subject to unacceptable user-to-user variability and observer bias. We address this by releasing Vesseg a tool that inc...
Arteries Predictive Value of Tests Atherosclerosis Microscopy Image Interpretation, Computer-Assisted Vascular Remodeling Mice, Knockout, ApoE Software Plaque, Atherosclerotic Mice Female Staining and Labeling Severity of Illness Index Reproducibility of Results Disease Models, Animal Diagnosis, Computer-Assisted Animals Mice, Inbred C57BL Deep Learning Male
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Atherosclerotic Burden and Remodeling Patterns of the Popliteal Artery as Detected in the Magnetic Resonance Imaging Osteoarthritis Initiative Data Set.

Journal of the American Heart Association May 17, 2021
Background An artificial intelligence vessel segmentation tool, Fully Automated and Robust Analysis Technique for Popliteal Artery Evaluation (FRAPPE), was used to analyze a large databank of popliteal arteries imaged through the OAI (Osteoarthritis ...
Humans Artificial Intelligence Osteoarthritis Vascular Remodeling Popliteal Artery Male Prospective Studies Middle Aged Female Magnetic Resonance Imaging Aged Atherosclerosis
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Prediction of Distal Aortic Enlargement after Proximal Repair of Aortic Dissection Using Machine Learning.

Annals of vascular surgery Apr 3, 2021
OBJECTIVES: This study aimed to construct a risk prediction model for distal aortic enlargement in patients with type B aortic dissection (TBAD) treated with proximal thoracic endovascular aortic repair (TEVAR).
Blood Vessel Prosthesis Implantation Endovascular Procedures Vascular Remodeling Aorta Aortic Rupture Humans Treatment Outcome Neural Networks, Computer Support Vector Machine Decision Support Techniques Aged Middle Aged Aortic Dissection Retrospective Studies Adult Risk Assessment Aortic Aneurysm, Thoracic Dilatation, Pathologic Electronic Health Records Time Factors Male Clinical Decision-Making Female Risk Factors
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Aortic remodeling after hybrid provisional extension to induce complete attachment aortic repair of chronic residual type I aortic dissection.

The Journal of thoracic and cardiovascular surgery Dec 22, 2018
OBJECTIVES: Our objective was to examine the role of the provisional extension to induce complete attachment (PETTICOAT) aortic dissection repair technique with bare metal stents (BMSs) in abdominal remodeling of residual DeBakey type I aortic dissec...
Blood Vessel Prosthesis Implantation Treatment Outcome Aorta, Thoracic Aged Endovascular Procedures Humans Chronic Disease Aortic Dissection Male Vascular Remodeling Stents Aorta, Abdominal Middle Aged Retrospective Studies Aortic Aneurysm, Thoracic Time Factors Female
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