放射外科
医学
预测值
放射科
核医学
内科学
放射治疗
作者
Mohamed Sobhi Jabal,Marwa A. Mohammed,Cody L. Nesvick,Hassan Kobeissi,Christopher S. Graffeo,Bruce E. Pollock,Waleed Brinjikji
出处
期刊:PubMed
[National Institutes of Health]
日期:2024-10-03
卷期号:45 (10): 1521-1527
被引量:3
摘要
The combination of radiomics with machine learning is a promising approach for predicting cerebral AVM obliteration status following stereotactic radiosurgery. DSA could enhance prognostication of stereotactic radiosurgery-treated AVMs due to its high spatial resolution. Model interpretation is essential for building transparent models and establishing clinically valid radiomic signatures.
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