AIMC Topic: Venous Thrombosis

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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...
Venous Thrombosis Lower Extremity Stroke Activities of Daily Living Aged Male Middle Aged 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...
ROC Curve Logistic Models Venous Thrombosis Gastrectomy Middle Aged Postoperative Complications Case-Control Studies Humans Machine Learning Retrospective Studies Female Risk Factors Aged Stomach Neoplasms Male
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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...
Reproducibility of Results Aged Adult Male Humans Machine Learning Retrospective Studies Female Intracranial Thrombosis Venous Thrombosis Middle Aged Predictive Value of Tests Diagnosis, Computer-Assisted Registries Support Vector Machine Iran
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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...
Venous Thrombosis Humans Contrast Media Algorithms Lower Extremity Retrospective Studies Radiographic Image Interpretation, Computer-Assisted Tomography, X-Ray Computed Phlebography Adult Female Radiation Dosage Femoral Vein Aged Male Vena Cava, Inferior Varicose Veins Aged, 80 and over Middle Aged Popliteal Vein Deep Learning Computed Tomography Angiography Radiographic Image Enhancement
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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...
Middle Aged Risk Assessment Support Vector Machine Venous Thrombosis Humans Hospitalization Algorithms Aged Female Adult Risk Factors Male
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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...
Artificial Intelligence Female Male Middle Aged Ultrasonography Treatment Outcome Venous Thrombosis Triage Humans
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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...
Carcinoma, Hepatocellular Venous Thrombosis Robotics Laparoscopy Thoracoscopy Humans Adult Vena Cava, Inferior Male Liver Neoplasms
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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...
Nephrectomy Thrombectomy Vena Cava, Inferior Thrombosis Kidney Neoplasms Carcinoma, Renal Cell Retrospective Studies Humans Venous Thrombosis Prospective Studies Robotics Laparoscopy
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Deep Learning Algorithm Enables Cerebral Venous Thrombosis Detection With Routine Brain Magnetic Resonance Imaging.

Stroke Mar 13, 2023
BACKGROUND: Cerebral venous thrombosis (CVT) is a rare cerebrovascular disease. Routine brain magnetic resonance imaging is commonly used to diagnose CVT. This study aimed to develop and evaluate a novel deep learning (DL) algorithm for detecting CVT...
Algorithms Humans Venous Thrombosis Brain Magnetic Resonance Imaging Female Intracranial Thrombosis Deep Learning
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Deep learning-based classification of adequate sonographic images for self-diagnosing deep vein thrombosis.

PloS one Mar 6, 2023
BACKGROUND: Pulmonary thromboembolism is a serious disease that often occurs in disaster victims evacuated to shelters. Deep vein thrombosis is the most common reason for pulmonary thromboembolism, and early prevention is important. Medical technicia...
Ultrasonography Humans Venous Thrombosis Allied Health Personnel Disaster Victims Deep Learning
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