Deep reinforcement learning for cerebral anterior vessel tree extraction from 3D CTA images

Author:

Su JiahangORCID,Li ShuaiORCID,Wolff LennardORCID,van Zwam WimORCID,Niessen Wiro J.,van der Lugt AadORCID,van Walsum TheoORCID

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference51 articles.

1. A brief survey of deep reinforcement learning;Arulkumaran,2017

2. Vascular bifurcation detection in scale-space;Baboiu,2012

3. Dynamic Programming and Optimal Control;Bertsekas,2011

4. Decision transformer: Reinforcement learning via sequence modeling;Chen;Adv. Neural Inf. Process. Syst.,2021

5. Deep reinforcement learning for subpixel neural tracking;Dai,2019

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3. Application of CT Radiomics Method Based on Machine Learning Classifier in Hepatic Vascular Bifurcation Detection;2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI);2023-10-28

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