Diagnosis, treatment, and management of otitis media with artificial intelligence
X Ding, Y Huang, X Tian, Y Zhao, G Feng, Z Gao - Diagnostics, 2023 - mdpi.com
A common infectious disease, otitis media (OM) has a low rate of early diagnosis, which
significantly increases the difficulty of treating the disease and the likelihood of serious …
significantly increases the difficulty of treating the disease and the likelihood of serious …
Advances in artificial intelligence to diagnose otitis media: State of the art review
S Ngombu, H Binol, MN Gurcan… - … –Head and Neck …, 2023 - Wiley Online Library
Objective Otitis media (OM) is a model disease for developing, validating, and implementing
artificial intelligence (AI) techniques. We aim to review the state of the art applications of AI …
artificial intelligence (AI) techniques. We aim to review the state of the art applications of AI …
Investigating the use of a two-stage attention-aware convolutional neural network for the automated diagnosis of otitis media from tympanic membrane images: a …
Y Cai, JG Yu, Y Chen, C Liu, L Xiao, EM Grais… - BMJ open, 2021 - bmjopen.bmj.com
Objectives This study investigated the usefulness and performance of a two-stage attention-
aware convolutional neural network (CNN) for the automated diagnosis of otitis media from …
aware convolutional neural network (CNN) for the automated diagnosis of otitis media from …
Image-based artificial intelligence technology for diagnosing middle ear diseases: a systematic review
D Song, T Kim, Y Lee, J Kim - Journal of Clinical Medicine, 2023 - mdpi.com
Otolaryngological diagnoses, such as otitis media, are traditionally performed using
endoscopy, wherein diagnostic accuracy can be subjective and vary among clinicians. The …
endoscopy, wherein diagnostic accuracy can be subjective and vary among clinicians. The …
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 …
Towards low cost automated smartphone-and cloud-based otitis media diagnosis
HC Myburgh, S Jose, DW Swanepoel… - … Signal Processing and …, 2018 - Elsevier
Otitis media is one of the most common childhood illnesses. Access to ear specialists and
specialist equipment is rudimentary in many third world countries, and general practitioners …
specialist equipment is rudimentary in many third world countries, and general practitioners …
Automated diagnosis of otitis media: vocabulary and grammar
A Kuruvilla, N Shaikh, A Hoberman… - International Journal of …, 2013 - Wiley Online Library
We propose a novel automated algorithm for classifying diagnostic categories of otitis
media: acute otitis media, otitis media with effusion, and no effusion. Acute otitis media …
media: acute otitis media, otitis media with effusion, and no effusion. Acute otitis media …
Otitis media detection using tympanic membrane images with a novel multi-class machine learning algorithm
Background Otitis media (OM) is the infection and inflammation of the mucous membrane
covering the Eustachian with the airy cavities of the middle ear and temporal bone. OM is …
covering the Eustachian with the airy cavities of the middle ear and temporal bone. OM is …
A machine learning approach to screen for otitis media using digital otoscope images labelled by an expert panel
J Sandström, H Myburgh, C Laurent, DW Swanepoel… - Diagnostics, 2022 - mdpi.com
Background: Otitis media includes several common inflammatory conditions of the middle
ear that can have severe complications if left untreated. Correctly identifying otitis media can …
ear that can have severe complications if left untreated. Correctly identifying otitis media can …
Fusing fine-tuned deep features for recognizing different tympanic membranes
C Zafer - Biocybernetics and Biomedical Engineering, 2020 - Elsevier
Otitis media (OM) refers to a group of inflammatory diseases regarding the middle ear.
Although there are a wide variety of disease types regarding OM, the most commonly seen …
Although there are a wide variety of disease types regarding OM, the most commonly seen …
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