☆ 3.8 Proceedings Paper

INTRACRANIAL VESSELWALL SEGMENTATION WITH DEEP LEARNING USING A NOVEL TIERED LOSS FUNCTION TO INCORPORATE CLASS INCLUSION

2022 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (IEEE ISBI 2022) (2022)

Acute ischemic stroke versus transient ischemic attack: Differential plaque morphological features in symptomatic intracranial atherosclerotic lesions

Jiayu Xiao et al.

Summary: Differential morphological features were found in symptomatic ICAD lesions between AIS and TIA patients, with grade 2 enhancement and hyperlipidemia being independent indicators for AIS, while high NWI was associated with TIA. Probing these features with MR vessel wall imaging may provide insights into the prognosis of patients with ICAD.

ATHEROSCLEROSIS (2021)

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Proceedings Paper Engineering, Biomedical

INTRACRANIAL VESSEL WALL SEGMENTATION FOR ATHEROSCLEROTIC PLAQUE QUANTIFICATION

Hanyue Zhou et al.

Summary: This study improved intracranial vessel wall segmentation by incorporating a 2.5D structure, UNET++ model, additional HD loss, and matching with NWI. The modified network showed higher accuracy and reduced mean absolute error in NWI.

2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) (2021)

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Article Computer Science, Information Systems

Automated Artery Localization and Vessel Wall Segmentation Using Tracklet Refinement and Polar Conversion

Li Chen et al.

IEEE ACCESS (2020)

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Article Radiology, Nuclear Medicine & Medical Imaging

Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI

Jiayi Wu et al.

MEDICAL PHYSICS (2019)

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Article Engineering, Biomedical

Intracranial Vessel Wall Segmentation Using Convolutional Neural Networks

Feng Shi et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2019)

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Review Clinical Neurology

High-Resolution Magnetic Resonance Imaging An Emerging Tool for Evaluating Intracranial Arterial Disease

Jeffrey D. Bodle et al.

STROKE (2013)

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INTRACRANIAL VESSELWALL SEGMENTATION WITH DEEP LEARNING USING A NOVEL TIERED LOSS FUNCTION TO INCORPORATE CLASS INCLUSION

相关参考文献

Acute ischemic stroke versus transient ischemic attack: Differential plaque morphological features in symptomatic intracranial atherosclerotic lesions

INTRACRANIAL VESSEL WALL SEGMENTATION FOR ATHEROSCLEROTIC PLAQUE QUANTIFICATION

Automated Artery Localization and Vessel Wall Segmentation Using Tracklet Refinement and Polar Conversion

Deep morphology aided diagnosis network for segmentation of carotid artery vessel wall and diagnosis of carotid atherosclerosis on black-blood vessel wall MRI

Intracranial Vessel Wall Segmentation Using Convolutional Neural Networks

High-Resolution Magnetic Resonance Imaging An Emerging Tool for Evaluating Intracranial Arterial Disease

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