AIMC Topic: Venous Thrombosis

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Novel Strategy for Human Deep Vein Thrombosis Diagnosis Based on Metabolomics and Stacking Machine Learning.

Analytical chemistry Aug 28, 2024
Deep vein thrombosis (DVT) is a serious health issue that often leads to considerable morbidity and mortality. Diagnosis of DVT in a clinical setting, however, presents considerable challenges. The fusion of metabolomics techniques and machine learni...
Humans Venous Thrombosis Metabolomics Chromatography, Liquid Gas Chromatography-Mass Spectrometry Machine Learning Female Male Middle Aged
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Machine Learning Predicts Peripherally Inserted Central Catheters-Related Deep Vein Thrombosis Using Patient Features and Catheterization Technology Features.

Clinical nursing research Jul 30, 2024
This study aims to use patient feature and catheterization technology feature variables to train the corresponding machine learning (ML) models to predict peripherally inserted central catheters-deep vein thrombosis (PICCs-DVT) and analyze the import...
Humans Neural Networks, Computer Machine Learning Venous Thrombosis Catheterization, Peripheral Catheterization, Central Venous
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Machine learning-based prediction model of lower extremity deep vein thrombosis after stroke.

Journal of thrombosis and thrombolysis Jul 27, 2024
This study aimed to apply machine learning (ML) techniques to develop and validate a risk prediction model for post-stroke lower extremity deep vein thrombosis (DVT) based on patients' limb function, activities of daily living (ADL), clinical laborat...
Aged Male Middle Aged Venous Thrombosis Lower Extremity Stroke Activities of Daily Living Humans Machine Learning Retrospective Studies Female
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Predictive modeling of lower extreme deep vein thrombosis following radical gastrectomy for gastric cancer: based on multiple machine learning methods.

Scientific reports Jul 8, 2024
Postoperative venous thromboembolic events (VTEs), such as lower extremity deep vein thrombosis (DVT), are major risk factors for gastric cancer (GC) patients following radical gastrectomy. Accurately predicting and managing these risks is crucial fo...
Middle Aged Postoperative Complications Case-Control Studies ROC Curve Logistic Models Venous Thrombosis Gastrectomy Risk Factors Aged Stomach Neoplasms Male Machine Learning Retrospective Studies Female Humans
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Machine learning-based Cerebral Venous Thrombosis diagnosis with clinical data.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Jul 2, 2024
OBJECTIVES: Cerebral Venous Thrombosis (CVT) poses diagnostic challenges due to the variability in disease course and symptoms. The prognosis of CVT relies on early diagnosis. Our study focuses on developing a machine learning-based screening algorit...
Aged Adult Male Middle Aged Machine Learning Retrospective Studies Female Reproducibility of Results Registries Iran Intracranial Thrombosis Diagnosis, Computer-Assisted Support Vector Machine Venous Thrombosis Predictive Value of Tests Humans
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A comparative analysis of deep learning and hybrid iterative reconstruction algorithms with contrast-enhancement-boost post-processing on the image quality of indirect computed tomography venography of the lower extremities.

BMC medical imaging Jul 1, 2024
PURPOSE: To examine whether there is a significant difference in image quality between the deep learning reconstruction (DLR [AiCE, Advanced Intelligent Clear-IQ Engine]) and hybrid iterative reconstruction (HIR [AIDR 3D, adaptive iterative dose redu...
Femoral Vein Varicose Veins Popliteal Vein Vena Cava, Inferior Computed Tomography Angiography Radiographic Image Enhancement Phlebography Male Humans Middle Aged Female Deep Learning Aged Venous Thrombosis Aged, 80 and over Contrast Media Adult Lower Extremity Algorithms Radiographic Image Interpretation, Computer-Assisted Retrospective Studies Radiation Dosage Tomography, X-Ray Computed
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Predictive modeling of deep vein thrombosis risk in hospitalized patients: A Q-learning enhanced feature selection model.

Computers in biology and medicine Apr 12, 2024
Deep vein thrombosis (DVT) represents a critical health concern due to its potential to lead to pulmonary embolism, a life-threatening complication. Early identification and prediction of DVT are crucial to prevent thromboembolic events and implement...
Adult Male Middle Aged Female Risk Assessment Support Vector Machine Risk Factors Venous Thrombosis Hospitalization Aged Humans Algorithms
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Remote Expert DVT Triaging of Novice-User Compression Sonography with AI-Guidance.

Annals of vascular surgery Oct 10, 2023
BACKGROUND: Compression ultrasonography of the leg is established for triaging proximal lower extremity deep vein thrombosis (DVT). AutoDVT, a machine-learning software, provides a tool for nonspecialists in acquiring compression sequences to be revi...
Triage Middle Aged Ultrasonography Treatment Outcome Humans Venous Thrombosis Artificial Intelligence Female Male
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Robot Assisted Laparoscopy Combined with Thoracoscopy in the Treatment of Hepatocellular Carcinoma with Inferior Vena Cava Tumor Thrombus.

Annals of surgical oncology Jun 7, 2023
BACKGROUND: Facing the 0.7-22% incidence rate of hepatocellular carcinoma (HCC) with inferior vena cava tumor thrombus (IVCTT), there are usually no obvious symptoms and signs when the tumor thrombus completely blocks the IVCTT in the early stage.1.J...
Laparoscopy Thoracoscopy Vena Cava, Inferior Liver Neoplasms Humans Carcinoma, Hepatocellular Adult Venous Thrombosis Male Robotics
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Cephalic inferior vena cava non-clamping technique versus standard procedure for robot-assisted laparoscopic level II-III thrombectomy: a prospective cohort study.

International journal of surgery (London, England) Jun 1, 2023
BACKGROUND: Renal tumour can invade the venous system and ~4-10% patients with renal tumour had venous thrombus. Although the feasibility of robot-assisted laparoscopic inferior vena cava thrombectomy (RAL-IVCT) in patients with inferior vena cava (I...
Humans Carcinoma, Renal Cell Prospective Studies Laparoscopy Nephrectomy Retrospective Studies Thrombosis Thrombectomy Venous Thrombosis Kidney Neoplasms Vena Cava, Inferior Robotics
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