Targeted multispectral filter array design for the optimization of endoscopic cancer detection in the gastrointestinal tract.
Michaela Taylor-WilliamsRan TaoJennifer W KoevaryDale J WaterhouseJonghee YoonSarah Elizabeth BohndiekPublished in: Journal of biomedical optics (2024)
The ability to retain good classification accuracies with a reduced number of spectral bands could enable the future deployment of multispectral imaging in an endoscopic chip-on-tip configuration using simplified MSFA hardware. Further studies using an expanded clinical dataset are needed to confirm these findings.
Keyphrases
- fluorescence imaging
- ultrasound guided
- high resolution
- high throughput
- papillary thyroid
- machine learning
- deep learning
- squamous cell
- optical coherence tomography
- photodynamic therapy
- current status
- endoscopic submucosal dissection
- loop mediated isothermal amplification
- circulating tumor cells
- label free
- lymph node metastasis
- squamous cell carcinoma
- case control
- magnetic resonance imaging
- mass spectrometry
- childhood cancer
- young adults