[HTML][HTML] 基于3D 卷积神经网络的中耳疾病高分辨率CT 图像辅助分类诊断模型的应用
粟日， 宋剑， 汪政， 卯爽， 毛弈韬， 吴学文… - Journal of Central …, 2022 - ncbi.nlm.nih.gov
目的慢性化脓性中耳炎(chronic suppurative otitis media， CSOM) 和中耳胆脂瘤(middle ear
cholesteatoma， MEC) 是两类临床上最常见的慢性中耳疾病。 在诊疗过程中 …
cholesteatoma， MEC) 是两类临床上最常见的慢性中耳疾病。 在诊疗过程中 …
Application of high resolution computed tomography image assisted classification model of middle ear diseases based on 3D-convolutional neural network.
Objectives Chronic suppurative otitis media (CSOM) and middle ear cholesteatoma (MEC)
are the 2 most common chronic middle ear diseases. In the process of diagnosis and …
are the 2 most common chronic middle ear diseases. In the process of diagnosis and …
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification
Chronic suppurative otitis media (CSOM) and middle ear cholesteatoma (MEC) were two
most common chronic middle ear disease (MED) clinically. Accurate differential diagnosis …
most common chronic middle ear disease (MED) clinically. Accurate differential diagnosis …
An automatic diagnosis model of otitis media with high accuracy rate using transfer learning
F Qi, Z You, J Guo, Y Hong, X Wu, D Zhang… - Frontiers in Molecular …, 2024 - frontiersin.org
Introduction: Chronic Suppurative Otitis Media (CSOM) and Middle Ear Cholesteatoma are
two common chronic otitis media diseases that often cause confusion among physicians due …
two common chronic otitis media diseases that often cause confusion among physicians due …
[HTML][HTML] 基于快速区域卷积神经网络的中耳炎影像计算机辅助诊断研究
硕辰卢， 后广刘， 建华杨， 送永刘， 雷周… - Sheng Wu Yi Xue Gong …, 2021 - ncbi.nlm.nih.gov
中耳炎是常见的耳科疾病之一， 其准确诊断能够预防传导性听力损伤的恶化，
以及避免抗生素的过度使用。 目前中耳炎诊断主要由医生依据耳镜设备反馈的图像进行目视 …
以及避免抗生素的过度使用。 目前中耳炎诊断主要由医生依据耳镜设备反馈的图像进行目视 …
[HTML][HTML] Structure-aware deep learning for chronic middle ear disease
Z Wang, J Song, R Su, M Hou, M Qi, J Zhang… - Expert Systems with …, 2022 - Elsevier
The main purpose of this paper was to develop a deep-learning method for the diagnosis of
different chronic middle ear diseases, including middle ear cholesteatoma and chronic …
different chronic middle ear diseases, including middle ear cholesteatoma and chronic …
Research on computer aided diagnosis of otitis media based on faster region convolutional neural network
S Lu, H Liu, J Yang, S Liu, L Zhou… - Sheng wu yi xue Gong …, 2021 - europepmc.org
中耳炎是常见的耳科疾病之一, 其准确诊断能够预防传导性听力损伤的恶化,
以及避免抗生素的过度使用. 目前中耳炎诊断主要由医生依据耳镜设备反馈的图像进行目视检查 …
以及避免抗生素的过度使用. 目前中耳炎诊断主要由医生依据耳镜设备反馈的图像进行目视检查 …
Research and application progress in deep learning in otology.
S Mao, X Wu, M Hou, L Mei, Y Feng… - … nan da xue xue bao. Yi …, 2023 - europepmc.org
随着深度学习算法的优化及医学大数据资料的积累, 近年来深度学习技术在耳科学各领域中研究
应用广泛. 目前, 耳科学中的深度学习研究结合了耳内窥镜, 颞骨影像, 听力图 …
应用广泛. 目前, 耳科学中的深度学习研究结合了耳内窥镜, 颞骨影像, 听力图 …
基于颞骨CT 的深度迁移学习放射组学模型辅助鉴别内耳畸形
赵星， 李晓鸽， 高坤， 邵航， 袁永一… - 临床耳鼻咽喉头颈外科 …, 2024 - lceh.whuhzzs.com
目的评估传统放射组学, 深度学习以及深度学习放射组学特征融合模型在颞骨计算机断层扫描(
CT) 上诊断内耳畸形的效能. 方法回顾性收集572 耳颞骨CT 数据, 其中包含201 …
CT) 上诊断内耳畸形的效能. 方法回顾性收集572 耳颞骨CT 数据, 其中包含201 …
Deep learning in automated region proposal and diagnosis of chronic otitis media based on computed tomography
YM Wang, Y Li, YS Cheng, ZY He, JM Yang… - Ear and …, 2020 - journals.lww.com
Objectives: The purpose of this study was to develop a deep-learning framework for the
diagnosis of chronic otitis media (COM) based on temporal bone computed tomography …
diagnosis of chronic otitis media (COM) based on temporal bone computed tomography …