Smartphone-Enabled versus Conventional Otoscopy in Detecting Middle Ear Disease: A Meta-Analysis
Traditional otoscopy has some limitations, including poor visualization and inadequate time for evaluation in suboptimal environments. Smartphone-enabled otoscopy may improve examination quality and serve as a potential diagnostic tool for middle ear ...
Chih-Hao Chen +2 more
exaly +3 more sources
Expert recommendations on collection and annotation of otoscopy images for intelligent medicine
Middle and outer ear diseases are common otological diseases worldwide. Otoscopy and otoendoscopy examinations are essential first steps in the evaluation of patients with otological diseases. Misdiagnosis often occurs when the doctor lacks experience in
Hongzheng Zhang, Suijun Chen
exaly +3 more sources
Development of video otoscopy quiz using a smartphone adaptable otoscope
Background: Otoscopy examination can be challenging. Traditional teaching uses still image illustrations. Newer attempts use video samples to simulate the otoscopy exam which is a dynamic process.Aims/Objective: To assess whether recorded otoscopy videos
Jacob R Brodsky +2 more
exaly +3 more sources
Confidence-guided integration of otoscopy videos and tympanometry for middle ear disease diagnosis: A multi-center otoscopy study with external paired-cohort evaluation. [PDF]
Accurate diagnosis of middle ear diseases using otoscopy remains challenging, particularly in primary care settings where clinician experience with otoscopy varies and visual examination alone may not fully capture middle ear physiology.
Hao Lu +9 more
doaj +2 more sources
Pediatric Cholesteatoma Presenting as Persistent Otorrhea: A Case of Delayed Diagnosis Across Multiple ENT Specialists. [PDF]
ABSTRACT Pediatric cholesteatoma is an aggressive but uncommon middle ear condition characterized by keratinizing squamous epithelium that can progressively erode adjacent structures. It is associated with faster bone destruction and higher recurrence rates in children than adults, and its symptoms often resemble chronic otitis media, which may delay ...
Elshani A +10 more
europepmc +2 more sources
LUCID: Intelligent Informative Frame Selection in Otoscopy for Enhanced Diagnostic Utility [PDF]
Background/Objectives: Accurate diagnosis of middle ear disease remains challenging because otoscopic interpretation is subjective, while many artificial intelligence models depend on manually selected still frames from video examinations.
Hao Lu +11 more
doaj +2 more sources
Watchful Waiting Compared With Immediate Antibiotics for Urban Aboriginal and Torres Strait Islander Children With Uncomplicated Acute Otitis Media (WATCH): A Non-Inferiority Randomised Controlled Trial. [PDF]
ABSTRACT Objective Determine whether watchful waiting is non‐inferior to immediate oral antibiotics for uncomplicated acute otitis media among urban Aboriginal and Torres Strait Islander children. Study Type Non‐inferiority unblinded randomised controlled trial.
Reath JS +14 more
europepmc +2 more sources
Image-based deep learning in otology: a state-of-the-art review [PDF]
ObjectiveDeep learning (DL), a core branch of artificial intelligence (AI), has revolutionized medical image analysis. Driven by advances in computational power and access to large-scale datasets, DL excels at extracting hierarchical features from ...
Sining Wu, Yating Liao, Zhenhua Li
doaj +2 more sources
StyleGAN-based synthetic image augmentation for multi-class otoscopy image classification [PDF]
Accurate diagnosis of eardrum abnormalities is pivotal for effectively managing various ear conditions. Otoscopy, a non-invasive diagnostic procedure, provides detailed views of the ear canal and eardrum to identify pathologies such as otitis media ...
Seda Camalan +4 more
doaj +2 more sources
Digital otoscopy in remote consultations
Introduction Otoscopes and otomicroscopes are the most commonly used instruments for visualizing the ear. Digital otoscopy (DO) could be used to improve diagnostics in primary health care by utilizing image enlargement.
Erik Appelberg +6 more
doaj +4 more sources

