AIMC Topic: Drainage

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Machine learning-based pipeline for automated intracerebral hemorrhage and drain detection, quantification, and classification in non-enhanced CT images (NeuroDrAIn).

PloS one Dec 26, 2024
BACKGROUND AND PURPOSE: External drainage represents a well-established treatment option for acute intracerebral hemorrhage. The current standard of practice includes post-operative computer tomography imaging, which is subjectively evaluated. The im...
Aged, 80 and over Tomography, X-Ray Computed Cerebral Hemorrhage Male Humans Female Drainage Middle Aged Machine Learning Aged Retrospective Studies
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Detection and position evaluation of chest percutaneous drainage catheter on chest radiographs using deep learning.

PloS one Aug 12, 2024
PURPOSE: This study aimed to develop an algorithm for the automatic detecting chest percutaneous catheter drainage (PCD) and evaluating catheter positions on chest radiographs using deep learning.
Retrospective Studies Female Aged Humans Algorithms Deep Learning Drainage Radiography, Thoracic Catheters Adult Male Middle Aged
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Development of a multivariable prediction model for prolonged air leak after lung resection.

World journal of surgery Dec 8, 2023
OBJECTIVES: Prolonged air leak (PAL) is a common complication of lung resection. Research on predictors of PAL using a digital drainage system (DDS) remains insufficient. In this study, we investigated the predictive factors of PAL to establish a nov...
Area Under Curve Pulmonary Surgical Procedures Retrospective Studies Lung Drainage Humans
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Early chest tube removal regardless of drainage volume after anatomic pulmonary resection: A multicenter, randomized, controlled trial.

The Journal of thoracic and cardiovascular surgery Oct 30, 2023
OBJECTIVES: This study aimed to evaluate the safety and feasibility of early chest tube removal after anatomic pulmonary resection, regardless of the drainage volume.
Pneumonectomy Device Removal Feasibility Studies Treatment Outcome Drainage Humans Chest Tubes Middle Aged Postoperative Complications Time Factors Female Aged Male
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Impact of Endoscopic Surgery Versus Robot CAS-R-2 Assisted with Stereotactic Drainage on Prognosis of Basal Ganglia Hypertensive Intracerebral Hemorrhage.

World neurosurgery Oct 26, 2023
OBJECTIVE: To evaluate the impact of endoscopic surgery (ES) versus robot CAS-R-2 assisted with stereotactic drainage on prognosis of basal ganglia hypertensive intracerebral hemorrhage (HICH).
Prognosis Retrospective Studies Female Humans Basal Ganglia Hemorrhage Cerebral Hemorrhage Drainage Robotics Hematoma Basal Ganglia Intracranial Hemorrhage, Hypertensive Middle Aged China Treatment Outcome Infant, Newborn Adult Endoscopy
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Robot-Guided Stereotactic Puncture and Drainage in the Treatment of Thalamic Abscess.

The Journal of craniofacial surgery Jun 5, 2023
Brain abscess is rare in clinic, the reported incidence is only 0.4 to 0.90 per 100,000 population, and most of them have a history of prodromal infection. Headache and fever are the most common clinical symptoms, and only a few are accompanied by ne...
Drainage Robotics Punctures Humans Anti-Bacterial Agents Paracentesis Brain Abscess
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A Retrospective Study of Puncture and Drainage for Primary Brainstem Hemorrhage With the Assistance of a Surgical Robot.

The neurologist Mar 1, 2023
BACKGROUND: Whether primary brainstem hemorrhage (PBH) should be treated with a conservative treatment or with surgical intervention (such as craniotomy, puncture, and drainage) is still controversial. The aim of this study was to assess the feasibil...
Brain Stem Cerebral Hemorrhage Drainage Robotics Punctures Hematoma Paracentesis Humans Retrospective Studies
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Prediction of Lumbar Drainage-Related Meningitis Based on Supervised Machine Learning Algorithms.

Frontiers in public health Jun 28, 2022
BACKGROUND: Lumbar drainage is widely used in the clinic; however, forecasting lumbar drainage-related meningitis (LDRM) is limited. We aimed to establish prediction models using supervised machine learning (ML) algorithms.
Machine Learning Humans Algorithms Supervised Machine Learning Drainage Meningitis
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Drains are not necessary in the majority of robot-assisted urological procedures.

BJU international Jan 25, 2022
Urologic Surgical Procedures Drainage Robotics Robotic Surgical Procedures Humans
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Robot-assisted stereotactic multiple brain abscesses' puncture: technical case report.

Acta neurochirurgica Aug 19, 2021
We report a case of multiple brain abscesses' puncture, employing the ROSA™ Brain surgical robot (Zimmer Biomet) and the O-arm® O2 Imaging System (Medtronic). A 51-year-old man was diagnosed with multiple supratentorial ring enhancing cystic lesions ...
Humans Tomography, X-Ray Computed Male Middle Aged Imaging, Three-Dimensional Drainage Stereotaxic Techniques Robotics Brain Abscess Surgery, Computer-Assisted Punctures
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