Article

A Cloud-Edge Collaborative Model Training Framework for Assisted Classification of Middle Ear Diseases Based on Ultra-High-Resolution Temporal Bone CT ImagesAbstract

2025-01-20

Abstract excerpt

<title>Abstract</title> <p><bold>Objective:</bold> Cholesteatoma and otitis media are two of the most common middle ear diseases, of which the treatment principles are different, making the differentiation between them of significant importance. Both chronic suppurative otitis media (CSOM) and middle ear cholesteatoma (MEC) can appear on CT images as low-density soft tissue-like masses partially filling the middl...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 42666dd7-ddc4-535a-b6bb-e442d24464b0
DOI: 10.21203/rs.3.rs-5770607/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Cloud-Edge Collaborative Model Training Framework for Assisted Classification of Middle Ear Diseases Based on Ultra-High-Resolution Temporal Bone CT ImagesAbstractDOI 10.21203/rs.3.rs-5770607/v1Read

A Cloud-Edge Collaborative Model Training Framework for Assisted Classification of Middle Ear Diseases Based on Ultra-High-Resolution Temporal Bone CT ImagesSemantic proximity Read

Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopySemantic proximity Read

AI-Based Point-of-Care Diagnosis Using Otoscopy ImagesSemantic proximity Read

OtoXNet - Automated Identification of Eardrum Diseases from Otoscope Videos: A Deep Learning Study for Video-representing ImagesSemantic proximity Read

SelectStitch: Automated Frame Segmentation and Stitching to Create Composite Images from Otoscope Video ClipsSemantic proximity Read

Tele-Cranio: A CT-free AI Solution for Remote Diagnosis and Planning of Craniomaxillofacial DeformitiesSemantic proximity Read

A collaborative online AI engine for CT-based COVID-19 diagnosisSemantic proximity Read

Artificial Intelligence in Detecting Temporomandibular Joint Osteoarthritis on OrthopantomogramSemantic proximity Read

Small target detection algorithm based on attention mechanism and data augmentationSemantic proximity Read

Lightweight Deep-Learning-Based Classification of Nasal Polyps in Real-TimeSemantic proximity Read

A deep learning approach to diagnose atelectasis and attic retraction pocket with otoscopic imagesSemantic proximity Read

Context Aware Fusion for Brain Disease Detection via Hybrid Decomposition and OptimizationSemantic proximity Read