[HTML][HTML] Feature Analysis of Predictors Affecting the Nidus Obliteration of Linear Accelerator-Based Radiosurgery for Arteriovenous Malformations Using Explainable …
KH Kim, MJ Sohn - Applied Sciences, 2023 - mdpi.com
This study aimed to evaluate prognostic factors associated with nidus obliteration following
stereotactic radiosurgery (SRS) for cerebral arteriovenous malformations. From January …
stereotactic radiosurgery (SRS) for cerebral arteriovenous malformations. From January …
[HTML][HTML] Machine Learning Approach for Analyzing 3-Year Outcomes of Patients with Brain Arteriovenous Malformation (AVM) after Stereotactic Radiosurgery (SRS)
MJ Rodríguez Mallma, M Vilca-Aguilar… - Diagnostics, 2023 - mdpi.com
A cerebral arteriovenous malformation (AVM) is a tangle of abnormal blood vessels that
irregularly connects arteries and veins. Stereotactic radiosurgery (SRS) has been shown to …
irregularly connects arteries and veins. Stereotactic radiosurgery (SRS) has been shown to …
[HTML][HTML] Prediction of Obliteration After the Gamma Knife Radiosurgery of Arteriovenous Malformations Using Hand-Crafted Radiomics and Deep-Learning Methods
DJ Wu, M Kollitz, M Ward, RS Dharnipragada, R Gupta… - Cureus, 2024 - ncbi.nlm.nih.gov
Introduction: Brain arteriovenous malformations (bAVMs) are vascular abnormalities that can
be treated with embolization or radiotherapy to prevent the risk of future rupture. In this study …
be treated with embolization or radiotherapy to prevent the risk of future rupture. In this study …
[HTML][HTML] Using a machine learning approach to predict outcomes after radiosurgery for cerebral arteriovenous malformations
Predictions of patient outcomes after a given therapy are fundamental to medical practice.
We employ a machine learning approach towards predicting the outcomes after stereotactic …
We employ a machine learning approach towards predicting the outcomes after stereotactic …
Comparative analysis of arteriovenous malformation grading scales in predicting outcomes after stereotactic radiosurgery
OBJECTIVE Successful stereotactic radiosurgery (SRS) for the treatment of arteriovenous
malformations (AVMs) results in nidus obliteration without new neurological deficits related …
malformations (AVMs) results in nidus obliteration without new neurological deficits related …
[HTML][HTML] Predictability and uncertainty in arteriovenous malformation radiosurgery
BE Pollock - Journal of Radiosurgery and SBRT, 2013 - ncbi.nlm.nih.gov
Stereotactic radiosurgery (SRS) is an accepted management option for patients with
cerebral arteriovenous malformations (AVM). The need for a system that accurately predicts …
cerebral arteriovenous malformations (AVM). The need for a system that accurately predicts …
Proposal for a new prognostic score for linac-based radiosurgery in cerebral arteriovenous malformations
S Milker-Zabel, A Kopp-Schneider, H Wiesbauer… - International Journal of …, 2012 - Elsevier
PURPOSE: We evaluate patient-, angioma-, and treatment-specific factors for successful
obliteration of cerebral arteriovenous malformations (AVM) to develop a new appropriate …
obliteration of cerebral arteriovenous malformations (AVM) to develop a new appropriate …
A machine learning model predicts the outcome of SRS for residual arteriovenous malformations after partial embolization: a real-world clinical obstacle
X Meng, D Gao, H He, S Sun, A Liu, H Jin, Y Li - World Neurosurgery, 2022 - Elsevier
Objective To propose a machine learning (ML) model predicting the favorable outcome of
stereotactic radiosurgery (SRS) for residual brain arteriovenous malformation (bAVM) after …
stereotactic radiosurgery (SRS) for residual brain arteriovenous malformation (bAVM) after …
Vascular structure and binomial statistics for response modeling in radiosurgery of cerebral arteriovenous malformations
B Andisheh, MA Bitaraf, P Mavroidis… - Physics in Medicine …, 2010 - iopscience.iop.org
Radiation treatment of arteriovenous malformations (AVMs) has a slow and progressive
vaso-occlusive effect. Some studies suggested the possible role of vascular structure in this …
vaso-occlusive effect. Some studies suggested the possible role of vascular structure in this …
[HTML][HTML] Assessment of gamma knife radiosurgery for unruptured cerebral arterioveneus malformations based on multi-parameter radiomics of MRI
D Gao, X Meng, H Jin, A Liu, S Sun - Magnetic Resonance Imaging, 2022 - Elsevier
Abstract Objective The treatment of Gamma knife radiosurgery (GKS) for unruptured
Arteriovenous Malformations (AVM) remains controversial. A safe, effective and non …
Arteriovenous Malformations (AVM) remains controversial. A safe, effective and non …