4 papers
Lens free holographic imaging for urinary tract infection screening
Gregory N. McKay, Anisha Oommen, Carolina Pacheco +5
Urinary tract infections (UTIs) are a common condition that can lead to serious complications including kidney injury, altered mental status, sepsis, and death. Laboratory tests su…
Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning
Mason T. Chen, Nicholas J. Durr
Spatial frequency domain imaging (SFDI) is a powerful technique for mapping tissue oxygen saturation over a wide field of view. However, current SFDI methods either require a seque…
Speckle illumination SFDI for projector-free optical property mapping
Mason T. Chen, Melina Papadakis, Nicholas J. Durr
Spatial Frequency Domain Imaging can map tissue scattering and absorption properties over a wide field of view, making it useful for clinical applications such as wound assessment…
GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images
Mason T. Chen, Faisal Mahmood, Jordan A. Sweer +1
We present a deep learning framework for wide-field, content-aware estimation of absorption and scattering coefficients of tissues, called Generative Adversarial Network Prediction…