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Diagnosis of tympanic effusions using hyperspectral imaging to prevent unnecessary paracentesis procedures
Maximilian Gänzle1,2,3, Sabine Löffler4, Denis Gholami Bajestani5,6
1Department of Otorhinolaryngology, Head and Neck Surgery, University Hospital of Leipzig, Liebigstrasse 12, D-04103, Leipzig, Germany. maximilian.gaenzle@medizin.uni-leipzig.de.
Insights
Hyperspectral imaging (HSI) shows promise for diagnosing Otitis Media with Effusion (OME) by measuring tissue water content. This non-invasive technique could reduce unnecessary surgeries for this common childhood condition.
Area of Science:
- Medical Imaging
- Otolaryngology
- Diagnostic Technology
Background:
- Otitis Media with Effusion (OME) affects many children, often requiring tympanostomy tubes.
- Current diagnostic methods for OME have a high false-positive rate, leading to unnecessary procedures.
- There is a need for objective, non-invasive tools to accurately diagnose OME.
Purpose of the Study:
- To evaluate the false-positive rate of OME diagnoses in a tertiary hospital.
- To assess the feasibility of Hyperspectral Imaging (HSI) as a diagnostic tool for OME.
- To quantify tissue water content using HSI for OME diagnosis.
Main Methods:
- Retrospective analysis of hospital records to determine OME diagnostic accuracy.
- Ex vivo experimental studies on human body donors using endoscopic HSI.
- Intratympanic injection of saline and HSI data acquisition to measure Tissue Water Index (TWI).
Main Results:
- Hospital records revealed a 29% false-positive rate for OME diagnosis.
- Ex vivo HSI demonstrated 89% sensitivity, 78% specificity, and 83% accuracy for OME detection.
- The Tissue Water Index (TWI) significantly increased after saline injection, indicating fluid presence.
Conclusions:
- Hyperspectral Imaging (HSI) shows potential as a sensitive and user-friendly adjunct for OME diagnosis.
- Ex vivo results suggest HSI can objectively quantify middle ear effusion.
- Further in vivo studies are required to confirm HSI's clinical utility in reducing OME surgeries and costs.
Background:
Otitis Media with Effusion (OME) is a prevalent childhood condition, affecting up to 90% of children with 10% progressing to a chronic state. It is commonly treated by tympanostomy tube placement. Diagnosis relies on clinical history, otoscopy, audiometry, and tympanometry, but these methods have a high false-positive rate of 15-28%. This highlights the need for an objective, reliable, and non-invasive diagnostic tool to reduce unnecessary surgeries.
Methods:
To evaluate the rate of false-positive OME diagnoses in our tertiary hospital, a retrospective database analysis was conducted. To assess the feasibility of advanced imaging, experimental studies were performed ex vivo on human body donors. Sodium chloride solution was intratympanically injected under endoscopic guidance. Hyperspectral imaging (HSI) datasets were acquired using a customized endoscopic system to quantify tissue water content.
Results:
An analysis of hospital records identified a false positive rate of 29% (n = 4,564) for OME diagnosis, comparing the number of paracenteses to paracenteses plus tympanostomy tubes. In the ex vivo analysis of HSI, visual evaluation of the Tissue Water Index (TWI) demonstrated sensitivity, specificity, and accuracy of 89%, 78%, and 83%, respectively. The mean TWI of all evaluated tympanic membranes was 50.2 (± 7.1) before injection (control) and increased to 62.8 (± 14.8) after injection.
Conclusion:
HSI presents a highly sensitive and user-friendly potential future diagnostic adjunct for diagnosing OME, which has shown its potential in an ex vivo approach. Now it needs in-vivo confirmation of the results as its implementation in clinical routine could contribute to avoiding unnecessary surgical interventions, minimizing patient burden and healthcare costs.
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