Texture-based speciation of otitis media-related bacterial biofilms from optical coherence tomography images using supervised classification

Keyphrases

• Optical Coherence Tomography Images 100%
• Speciation 100%
• Otitis Media 100%
• Texture-based 100%
• Bacterial Biofilm 100%
• Supervised Classification 100%
• Biofilm 33%
• Human Subjects 16%
• In Vivo Images 16%
• In Vitro Culture 16%
• OCT Images 16%
• Middle Ear 16%
• Middle Ear Disease 16%
• Valuable Insight 16%
• Bacterial Species 16%
• In Vivo Characterization 16%
• Ear Infection 16%
• Random Forest 16%
• Supervised Machine Learning 16%
• Machine Learning Based 16%
• Antibiotic Resistant 16%
• Learning-based Framework 16%
• Texture Analysis 16%
• Texture Features 16%
• Machine Learning Framework 16%
• SVM-RBF 16%
• Optimized SVM 16%
• XGBoost 16%
• Microstructural Images 16%
• RBF Classifier 16%
• XGBoost Classifier 16%

Immunology and Microbiology

• Species Differentiation 100%
• Biofilm 100%
• Otitis Media 100%
• Middle Ear 25%
• Random Forest 12%
• Otitis 12%
• Supervised Machine Learning 12%
• Homo sapiens 12%