Automatic Sequence-Based Network for Lung Diseases Detection in Chest CT

Automatic Sequence-Based Network for Lung Diseases Detection in Chest CT

ObjectiveTo develop an accurate and rapid computed tomography (CT)-based interpretable AI system for the diagnosis of lung diseases.BackgroundMost existing AI systems only focus on viral pneumonia (e.g., COVID-19), specifically, ignoring other similar lung diseases: e.g., bacterial pneumonia (BP), w...

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Bibliographic Details
Main Authors: Jinkui Hao, Jianyang Xie, Ri Liu, Huaying Hao, Yuhui Ma, Kun Yan, Ruirui Liu, Yalin Zheng, Jianjun Zheng, Jiang Liu, Jingfeng Zhang, Yitian Zhao
Format: article
Language:EN
Published: Frontiers Media S.A. 2021
Subjects:
deep learning
CT
CNN
ConvLSTM
lung diseases
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
RC254-282
Online Access:https://doaj.org/article/24c2ff35d4f8494fa74dc53f979e7b6e
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https://doaj.org/article/24c2ff35d4f8494fa74dc53f979e7b6e

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