AIMC Topic: Ablation Techniques

Clear Filters Showing 1 to 10 of 18 articles

Current status and challenges of minimally invasive ultrasound thermal ablation technology.

Physics in medicine and biology Jun 12, 2025
Image-guided minimally invasive ultrasound thermal ablation has been widely studied for disease treatment due to its unique advantages, such as large treatment volumes and conformal delivery of ablation energy. This review presents the state-of-the-a...
Humans Minimally Invasive Surgical Procedures Ablation Techniques
View on PubMed DOI

Deep learning-based reconstruction and superresolution for MR-guided thermal ablation of malignant liver lesions.

Cancer imaging : the official publication of the International Cancer Imaging Society Apr 2, 2025
OBJECTIVE: This study evaluates the impact of deep learning-enhanced T1-weighted VIBE sequences (DL-VIBE) on image quality and procedural parameters during MR-guided thermoablation of liver malignancies, compared to standard VIBE (SD-VIBE).
Aged Male Middle Aged Deep Learning Humans Retrospective Studies Female Magnetic Resonance Imaging, Interventional Ablation Techniques Liver Neoplasms Magnetic Resonance Imaging Liver Microwaves
View on PubMed DOI

Predicting lack of clinical improvement following varicose vein ablation using machine learning.

Journal of vascular surgery. Venous and lymphatic disorders Dec 26, 2024
OBJECTIVE: Varicose vein ablation is generally indicated in patients with active/healed venous ulcers. However, patient selection for intervention in individuals without venous ulcers is less clear. Tools that predict lack of clinical improvement (LC...
Postoperative Complications Time Factors Treatment Outcome Predictive Value of Tests Aged Male Middle Aged Risk Assessment Ablation Techniques Varicose Veins Humans Machine Learning Decision Support Techniques Databases, Factual Retrospective Studies Clinical Decision-Making Female Risk Factors
View on PubMed DOI

Utility of a Large Language Model for Extraction of Clinical Findings from Healthcare Data following Lung Ablation: A Feasibility Study.

Journal of vascular and interventional radiology : JVIR Dec 9, 2024
To assess the feasibility of utilizing a large language model (LLM) in extracting clinically relevant information from healthcare data in patients who have undergone microwave ablation for lung tumors. In this single-center retrospective study, radio...
Electronic Health Records Female Reproducibility of Results Aged Humans Retrospective Studies Hemoptysis Neoplasm Recurrence, Local Data Mining Microwaves Recurrence Large Language Models Hemothorax Ablation Techniques Treatment Outcome Pneumothorax Predictive Value of Tests Natural Language Processing Feasibility Studies Male Middle Aged Time Factors Lung Neoplasms
View on PubMed DOI

Predicting Survival and Recurrence of Lung Ablation Patients Using Deep Learning-Based Automatic Segmentation and Radiomics Analysis.

Cardiovascular and interventional radiology Nov 27, 2024
PURPOSE: To predict survival and tumor recurrence following image-guided thermal ablation (IGTA) of lung tumors segmented using a deep learning approach.
Lung Neoplasms Male Surgery, Computer-Assisted Humans Middle Aged Neoplasm Recurrence, Local Female Lung Ablation Techniques Aged Deep Learning Retrospective Studies Radiomics Tomography, X-Ray Computed
View on PubMed DOI

Study on microwave ablation temperature prediction model based on grayscale ultrasound texture and machine learning.

PloS one Sep 25, 2024
BACKGROUND: Temperature prediction is crucial in the clinical ablation treatment of liver cancer, as it can be used to estimate the coagulation zone of microwave ablation.
Microwaves Ablation Techniques Swine Machine Learning Ultrasonography Algorithms Liver Neoplasms Temperature Liver Animals
View on PubMed DOI

Precise ablation zone segmentation on CT images after liver cancer ablation using semi-automatic CNN-based segmentation.

Medical physics Sep 9, 2024
BACKGROUND: Ablation zone segmentation in contrast-enhanced computed tomography (CECT) images enables the quantitative assessment of treatment success in the ablation of liver lesions. However, fully automatic liver ablation zone segmentation in CT i...
Image Processing, Computer-Assisted Automation Humans Ablation Techniques Neural Networks, Computer Tomography, X-Ray Computed Liver Neoplasms
View on PubMed DOI

Machine Learning Based on Clinical Information and Integrated CT Radiomics to Predict Local Recurrence of Stage Ia Lung Adenocarcinoma after Microwave Ablation.

Journal of vascular and interventional radiology : JVIR Aug 28, 2024
PURPOSE: To develop and compare 3 different machine learning-based models of clinical information and integrated radiomics features predicting the local recurrence of Stage Ia lung adenocarcinoma after microwave ablation (MWA) for assisting clinical ...
Humans Radiographic Image Interpretation, Computer-Assisted Machine Learning Female Neoplasm Recurrence, Local Lung Neoplasms Adenocarcinoma of Lung Decision Support Techniques Risk Factors Microwaves Treatment Outcome Ablation Techniques Retrospective Studies Male Aged Margins of Excision Predictive Value of Tests Tomography, X-Ray Computed Middle Aged Neoplasm Staging Radiomics Clinical Decision-Making Risk Assessment Time Factors
View on PubMed DOI

Feasibility of Artificial Intelligence Powered Adverse Event Analysis: Using a Large Language Model to Analyze Microwave Ablation Malfunction Data.

Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes Aug 21, 2024
Determine if a large language model (LLM, GPT-4) can label and consolidate and analyze interventional radiology (IR) microwave ablation device safety event data into meaningful summaries similar to humans. Microwave ablation safety data from Januar...
Equipment Failure Humans Feasibility Studies Microwaves Artificial Intelligence Ablation Techniques
View on PubMed DOI

Pre-operative lung ablation prediction using deep learning.

European radiology May 22, 2024
OBJECTIVE: Microwave lung ablation (MWA) is a minimally invasive and inexpensive alternative cancer treatment for patients who are not candidates for surgery/radiotherapy. However, a major challenge for MWA is its relatively high tumor recurrence rat...
Microwaves Ablation Techniques Humans Middle Aged Retrospective Studies Tomography, X-Ray Computed Lung Female Deep Learning Aged Lung Neoplasms Male
View on PubMed DOI
Popular Topics
Recent Journals