Titlebook: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020; 23rd International C Anne L. Martel,Purang Abolmaesumi,Leo Joskow

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Cerebrovascular Segmentation in MRA via Reverse Edge Attention Networky simplifying the subsequent segmentation problem. Subsequently, a reverse edge attention module is employed to discover edge information by paying particular attention to the regions that are not salient in high-level semantic features. The experimental results show that the proposed framework enab

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Time Matters: Handling Spatio-Temporal Perfusion Information for Automated TICI Scoringoring using deep spatio-temporal learning. It thereby defines the first corresponding benchmark. Methodically, we build on gated recurrent unit networks (GRUs) and integrate knowledge about the perfusion and TICI scoring process into loss functions and network training to increase prediction robustn

Catheter

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Classification of Retinal Vessels into Artery-Vein in OCT Angiography Guided by Fundus Imagesegister the OCT-A onto color fundus images, and finally the integrated vascular topology map is categorized into arteries and veins by a clustering approach. The proposed method has been applied to a local dataset contains both fundus image and OCT-A, and it reliably identified individual arteries a

Misgiving

Vascular Surface Segmentation for Intracranial Aneurysm Isolation and QuantificationIA isolation through two stage deep learning based segmentation of vascular surface. The surface was represented by local patches in form of point clouds, which were fed into first stage multilayer neural network (MNN) to obtain descriptors invariant to point ordering, rotation and scale. Binary cla

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fleeting

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Multi-scale Gradational-Order Fusion Framework for Breast Lesions Classification Using Ultrasound Imharacteristics of breast lesions. To better characterize complex textures and enhance non-linear modeling capability, we further propose isotropous gradational-order feature module in each block to learn and combine different-order features. Finally, these multi-scale gradational-order features are

Fortify

Conference proceedings 2020analysis..Part IV: segmentation; shape models and landmark detection..Part V: biological, optical, microscopic imaging; cell segmentation and stain normalization; histopathology image analysis; opthalmology..Part VI: angiography and vessel analysis; breast imaging; colonoscopy; dermatology; fetal im