Machine Learning-Enabled Determination of Diffuseness of Brain Arteriovenous Malformations from Magnetic Resonance Angiography

Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture

(2020) Bumshik Lee et al.   PLoS One

A Stacked Generalization U-shape network based on zoom strategy and its application in biomedical image segmentation

(2020) Tianyu Shi et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Learning‐based automatic segmentation of arteriovenous malformations on contrast CT images in brain stereotactic radiosurgery

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Squeeze-and-Excitation Networks

(2019) Jie Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A supplementary grading scale combining lesion-to-eloquence distance for predicting surgical outcomes of patients with brain arteriovenous malformations

(2018) Yuming Jiao et al.   JOURNAL OF NEUROSURGERY

A review on automatic fetal and neonatal brain MRI segmentation

(2018) Antonios Makropoulos et al.   NEUROIMAGE

Arteriovenous Malformations of the Brain

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Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Using a Machine Learning Approach to Predict Outcomes after Radiosurgery for Cerebral Arteriovenous Malformations

(2016) Eric Karl Oermann et al.   Scientific Reports

Interobserver Agreement on Arteriovenous Malformation Diffuseness Using Digital Subtraction Angiography

(2016) Maria Braileanu et al.   World Neurosurgery

Deep learning

(2015) Yann LeCun et al.   NATURE

Validation of the Supplemented Spetzler-Martin Grading System for Brain Arteriovenous Malformations in a Multicenter Cohort of 1009 Surgical Patients

(2015) Helen Kim et al.   NEUROSURGERY

The Role of AVM Microsurgery in the Aftermath of A Randomized Trial of Unruptured Brain Arteriovenous Malformations

(2014) M.T. Lawton   AMERICAN JOURNAL OF NEURORADIOLOGY

Noninvasive Evaluation of Cerebral Arteriovenous Malformations by 4D-MRA for Preoperative Planning and Postoperative Follow-Up in 56 Patients: Comparison with DSA and Intraoperative Findings

(2012) D.R. Hadizadeh et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Noncontrast dynamic MRA in intracranial arteriovenous malformation (AVM): comparison with time of flight (TOF) and digital subtraction angiography (DSA)

(2012) Songlin Yu et al.   MAGNETIC RESONANCE IMAGING

Imaging of Cerebral Arteriovenous Malformations and Dural Arteriovenous Fistulas

(2011) Mahmud Mossa-Basha et al.   NEUROSURGERY CLINICS OF NORTH AMERICA

A Supplementary Grading Scale for Selecting Patients With Brain Arteriovenous Malformations for Surgery

(2010) Michael T. Lawton et al.   NEUROSURGERY

Diffuse cerebral arteriovenous malformation

(2010) Ilker Solmaz et al.   Turkish Neurosurgery