Deep Learning for Diagnosis of Paranasal Sinusitis Using Multi-View Radiographs

Deep Learning for Diagnosis of Paranasal Sinusitis Using Multi-View Radiographs

Accurate image interpretation of Waters’ and Caldwell view radiographs used for sinusitis screening is challenging. Therefore, we developed a deep learning algorithm for diagnosing frontal, ethmoid, and maxillary sinusitis on both Waters’ and Caldwell views. The datasets were selected for the traini...

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Bibliographic Details
Main Authors: Yejin Jeon, Kyeorye Lee, Leonard Sunwoo, Dongjun Choi, Dong Yul Oh, Kyong Joon Lee, Youngjune Kim, Jeong-Whun Kim, Se Jin Cho, Sung Hyun Baik, Roh-eul Yoo, Yun Jung Bae, Byung Se Choi, Cheolkyu Jung, Jae Hyoung Kim
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Diagnostics
Subjects:
machine learning
deep learning
artificial intelligence
paranasal sinusitis
multi-view radiographs
Online Access:https://www.mdpi.com/2075-4418/11/2/250

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https://www.mdpi.com/2075-4418/11/2/250

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