APRIL: Anatomical prior-guided reinforcement learning for accurate carotid lumen diameter and intima-media thickness measurement
Carotid artery lumen diameter (CALD) and carotid artery intima-media thickness (CIMT) are
essential factors for estimating the risk of many cardiovascular diseases. The automatic …
essential factors for estimating the risk of many cardiovascular diseases. The automatic …
Group-driven reinforcement learning for personalized mhealth intervention
Due to the popularity of smartphones and wearable devices nowadays, mobile health
(mHealth) technologies are promising to bring positive and wide impacts on people's health …
(mHealth) technologies are promising to bring positive and wide impacts on people's health …
Edge-sensitive left ventricle segmentation using deep reinforcement learning
Deep reinforcement learning (DRL) has been utilized in numerous computer vision tasks,
such as object detection, autonomous driving, etc. However, relatively few DRL methods …
such as object detection, autonomous driving, etc. However, relatively few DRL methods …
A general framework for context-specific image segmentation using reinforcement learning
This paper presents an online reinforcement learning framework for medical image
segmentation. The concept of context-specific segmentation is introduced such that the …
segmentation. The concept of context-specific segmentation is introduced such that the …
Subject-specific cardiac segmentation based on reinforcement learning with shape instantiation
Subject-specific segmentation for medical images plays a critical role in translating medical
image computing techniques to routine clinical practice. Many current segmentation …
image computing techniques to routine clinical practice. Many current segmentation …
Using Experts' Perceptual Skill for Dermatological Image Segmentation
Q Li, W Hou - Intelligent Systems and Applications: Proceedings of …, 2020 - Springer
There is a growing reliance on imaging equipment in medical domain, hence medical
experts' specialized visual perceptual capability becomes the key of their superior …
experts' specialized visual perceptual capability becomes the key of their superior …
Using Experts' Perceptual Skill for Dermatological Image Segmentation
There is a growing reliance on imaging equipment in medical domain, hence medical
experts' specialized visual perceptual capability becomes the key of their superior …
experts' specialized visual perceptual capability becomes the key of their superior …
[PDF][PDF] Effective reinforcement learning for collaborative multi-agent domains
LAUQ PETER - 2012 - core.ac.uk
An autonomous agent is one that is able to make sense of its environment and take logical
actions to complete a task without human intervention. For example, a robotic vacuum …
actions to complete a task without human intervention. For example, a robotic vacuum …