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2025
Efficient and Interpretable Otoscopic Image Classification via Distilled CNN With Adaptive Channel Attention
IEEE Access
2025
Deep learning algorithm classification of tympanostomy tube images from a heterogenous pediatric population
International Journal of Pediatric Otorhinolaryngology
2025
3RD INTERNATIONAL CONFERENCE ON ENGINEERING AND SCIENCE TO ACHIEVE THE SUSTAINABLE DEVELOPMENT GOALS
2025
Enhancing intra-aural disease classification with attention-based deep learning models
Neural Computing and Applications
2025
2025 3rd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT)
2025
OtoVision: Bridging machine learning and edge computing for effective and affordable ear disease diagnosis
Neural Computing and Applications
2025
Optimized fine-tuned ensemble classifier using Bayesian optimization for the detection of ear diseases
Computers in Biology and Medicine
2025
3RD INTERNATIONAL CONFERENCE ON ENGINEERING AND SCIENCE TO ACHIEVE THE SUSTAINABLE DEVELOPMENT GOALS
2025
Enhanced Classification of Ear Disease Images Using Metaheuristic Feature Selection
Sakarya University Journal of Computer and Information Sciences
2024
Development and Validation of an Automated Classifier to Diagnose Acute Otitis Media in Children
JAMA Pediatrics
2024
Artificial Intelligence With Deep Learning Based Automated Ear Infection Detection
IEEE Access
2024
Feasibility of Multimodal Artificial Intelligence Using GPT-4 Vision for the Classification of Middle Ear Disease: Qualitative Study and Validation
JMIR AI
2024
Reimagining otitis media diagnosis: A fusion of nested U-Net segmentation with graph theory-inspired feature set
Array
2024
2024 2nd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT)
2024
Lecture Notes in Computer Science
2024
Lecture Notes in Networks and Systems
2024
Artificial Intelligence-Driven Advancements in Otitis Media Diagnosis: A Systematic Review
IEEE Access
2024
Identification of multiclass tympanic membranes by using deep feature transfer learning and hyperparameter optimization
Measurement
2024
Development and validation of a smartphone-based deep-learning-enabled system to detect middle-ear conditions in otoscopic images
npj Digital Medicine
2023
Diagnosis, Treatment, and Management of Otitis Media with Artificial Intelligence
Diagnostics
2023
Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopy
Scientific Reports
2023
2023 IEEE 7th Conference on Information and Communication Technology (CICT)
2023
Machine Learning in Diagnosing Middle Ear Disorders Using Tympanic Membrane Images: A Meta‐Analysis
The Laryngoscope
2023
Kulak İçi Hastalıklarının Derin Öğrenme Mimarileriyle Sınıflandırılması ve Karşılaştırılması
European Journal of Science and Technology
2022
Automated multi-class classification for prediction of tympanic membrane changes with deep learning models
PLOS ONE
2022
Automatic verification method of progressive image model matching information based on machine learning
Journal of Computational Methods in Sciences and Engineering
2022
Classification of Tympanic Membrane Images based on VGG16 Model
Kocaeli Journal of Science and Engineering
2022
Lecture Notes on Data Engineering and Communications Technologies
2022
Feasibility of the Machine Learning Network to Diagnose Tympanic Membrane Lesions without Coding Experience
Journal of Personalized Medicine
2022
Intelligent Control Techniques for the Detection of Biomedical Ear Infections
Computational Intelligence and Neuroscience
2022
An Artificial Intelligence Computer-vision Algorithm to Triage Otoscopic Images From Australian Aboriginal and Torres Strait Islander Children
Otology & Neurotology
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