AIMC Topic: Neuroradiography

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Presurgical differentiation between malignant haemangiopericytoma and angiomatous meningioma by a radiomics approach based on texture analysis.

Journal of neuroradiology = Journal de neuroradiologie Jun 18, 2019
PURPOSE: To assess whether a machine-learning model based on texture analysis (TA) could yield a more accurate diagnosis in differentiating malignant haemangiopericytoma (HPC) from angiomatous meningioma (AM).
Humans Machine Learning Retrospective Studies Female Adult Sensitivity and Specificity Male Middle Aged Diagnosis, Computer-Assisted Magnetic Resonance Imaging Preoperative Care Meningioma Meningeal Neoplasms Neuroradiography Hemangiopericytoma
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Using machine learning for sequence-level automated MRI protocol selection in neuroradiology.

Journal of the American Medical Informatics Association : JAMIA May 1, 2018
Incorrect imaging protocol selection can lead to important clinical findings being missed, contributing to both wasted health care resources and patient harm. We present a machine learning method for analyzing the unstructured text of clinical indica...
Humans Machine Learning Sensitivity and Specificity Decision Support Systems, Clinical Support Vector Machine Magnetic Resonance Imaging Datasets as Topic Neuroradiography
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