Enhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale representation

Enhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale representation

Abstract Object detection holds a crucial role in medical diagnostics. Tasks like organ segmentation and malignancy diagnosis typically necessitate preliminary localization of corresponding anatomical structures. Precise positioning ensures that only pertinent regions require processing, leading to...

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Bibliographic Details
Main Authors: Qinghui Wang, Fenglin Liu, Ruirui Zou, Ying Wang, Chenyang Zheng, Zhiqiang Tian, Shaoyi Du, Wei Zeng
Format: Article
Language:English
Published: SpringerOpen 2023-12-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Medical image
Object detection
Deep Q-network
Multi-scale image representation
Multi-agent
Online Access:https://doi.org/10.1186/s13634-023-01095-y

Internet

https://doi.org/10.1186/s13634-023-01095-y

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