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Ultra-miniature dual-wavelength spatial frequency domain imaging for micro-endoscopy
There is a need for a cost-effective, quantitative imaging tool that can be deployed endoscopically to better detect early stage gastrointestinal cancers.
Designing and simulating realistic spatial frequency domain imaging systems using open-source 3D rendering software
However, there are a wide range of imaging geometries that practical SFDI systems must cope with including imaging flat samples ex vivo, imaging inside tubular lumen in vivo such as in an endoscopy, and measuring tumours or polyps of varying shapes, sizes and optical properties.
Training Generative Adversarial Networks for Optical Property Mapping using Synthetic Image Data
In future we expect that application of techniques such as domain adaptation or training on hybrid real-synthetic datasets will create a powerful tool for fast, accurate production of optical property maps from real clinical imaging systems.
