Abstract: A diagnostic system is provided for classifying a soft tissue condition within a region of interest of a subject. The diagnostic system comprises a spectrometer system configured to irradiate a soft tissue within a region of interest of a subject, and configured to generate spectral data by acquiring at least a portion of the reflected or emitted light from the region of interest. The diagnostic system further comprises a thermal detection system including at least one thermal sensor that is configured to acquire thermal detection data from the region of interest. A computer system is then used to build a classification model based on input thermal detection and spectral data. The classification model is then applied to an unknown soft tissue condition to classify the condition (e.g., classifying cellulitis from pseudocellulitis).

Abstract: A diagnostic system is provided for classifying a soft tissue condition within a region of interest of a subject. The diagnostic system comprises a spectrometer system configured to irradiate a soft tissue within a region of interest of a subject, and configured to generate spectral data by acquiring at least a portion of the reflected or emitted light from the region of interest. The diagnostic system further comprises a thermal detection system including at least one thermal sensor that is configured to acquire thermal detection data from the region of interest. A computer system is then used to build a classification model based on input thermal detection and spectral data. The classification model is then applied to an unknown soft tissue condition to classify the condition (e.g., classifying cellulitis from pseudocellulitis).