Pulmonary Nodule Detection in Volumetric Chest CT Scans Using CNNs-Based Nodule-Size-Adaptive Detection and Classification

Pulmonary Nodule Detection in Volumetric Chest CT Scans Using CNNs-Based Nodule-Size-Adaptive Detection and Classification

In computed tomography, automated detection of pulmonary nodules with a broad spectrum of appearance is still a challenge, especially, in the detection of small nodules. An automated detection system usually contains two major steps: candidate detection and false positive (FP) reduction. We propose...

Full description

Bibliographic Details
Main Authors: Jun Wang, Jiawei Wang, Yaofeng Wen, Hongbing Lu, Tianye Niu, Jiangfeng Pan, Dahong Qian
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Computed tomography
pulmonary nodule
object detection
deep-learning
convolutional neural networks
Online Access:https://ieeexplore.ieee.org/document/8676287/

Internet

https://ieeexplore.ieee.org/document/8676287/

Similar Items