Artificial intelligence to classify ear disease from otoscopy: a systematic review and meta‐analysis

AR Habib, M Kajbafzadeh, Z Hasan… - Clinical …, 2022 - Wiley Online Library
… The aim of this review was to evaluate the performance of AI-based computer vision
algorithms to classify ear disease from otoscopy. Our objectives were to synthesise existing …

Deep learning Algorithm for identification of ear Disease

K Manju, ME Paramasivam, S Nagarjun… - … Conference on Data …, 2022 - Springer
… are used to classify the ear images. Four major middle ear diseases which can be cured if
detected early is the main focus of this work. The images are mainly classified as four groups, …

Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopy

AR Habib, Y Xu, K Bock, S Mohanty, T Sederholm… - Scientific reports, 2023 - nature.com
… Although the models developed for this study evaluated normal versus abnormal
classifications, it is plausible that differences in the ear disease definitions and potential …

Computer-aided diagnosis of external and middle ear conditions: A machine learning approach

M Viscaino, JC Maass, PH Delano, M Torrente, C Stott… - Plos one, 2020 - journals.plos.org
classify middle ear diseases was presented in [26], which included specific information for
diseases … In our work, we considered three classification algorithms: support vector machine, k-…

Automated diagnosis of ear disease using ensemble deep learning with a big otoendoscopy image database

D Cha, C Pae, SB Seong, JY Choi, HJ Park - EBioMedicine, 2019 - thelancet.com
… learning algorithm for prediction of age-related eye disease … this automated diagnosis
image classification system can … this classification system covers most of ear disease domains …

Classifying ear disorders using support vector machines

M Moein, M Davarpanah… - … and natural computing, 2010 - ieeexplore.ieee.org
… to certain diseasealgorithms that are very attractive in classification tasks In this paper,
we discuss the use of these two methods to achieve the classification of the most common ear

Ear disease detection using R-CNN

S Anandamurugan, MS Kumar… - 2022 Fifth …, 2022 - ieeexplore.ieee.org
… CNN algorithm is the new version of the CNN algorithm which … There are eight types of ear
disease found in this research. … of these algorithm and can classify the types of ear disease as …

Smartphone-based artificial intelligence using a transfer learning algorithm for the detection and diagnosis of middle ear diseases: A retrospective deep learning study

YC Chen, YC Chu, CY Huang, YT Lee, WY Lee… - …, 2022 - thelancet.com
… model that can detect and classify middle ear diseases. The use of smartphone-… classification
can provide real-world smart medical solutions for the diagnosis of middle ear diseases

[HTML][HTML] Classification and diagnosis of ear malformations

S Bartel-Friedrich, C Wulke - GMS current topics in …, 2007 - ncbi.nlm.nih.gov
… HRCT of the temporal bone using a bone algorithm with 0.5- to 1-mm-thick slices is suitable
… in the differential diagnostic of hereditary diseases (including ear malformations). Molecular …

A hybrid feature-based segmentation and classification system for the computer aided self-diagnosis of otitis media

CK Shie, HT Chang, FC Fan, CJ Chen… - 2014 36th Annual …, 2014 - ieeexplore.ieee.org
… a prevalent disease in both children and adults. Our system is able to differentiate normal ear
… We ran our segmentation, feature extraction, feature selection and classification algorithm