Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.

Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.

Abstract: The present disclosure provides a system and methods for time of flight imaging, comprising: (a) an imaging sensor configured to receive a plurality of light signals reflected from a surgical scene, wherein the imaging module comprises a first imaging unit configured for time of flight (TOF) imaging; a second imaging unit configured for at least one of laser speckle imaging and fluorescence imaging; and an optical element configured to (i) direct a first set of light signals to the first imaging unit and (ii) direct a second set of light signals to the second imaging unit; and (b) an image processing module operatively coupled to the first imaging unit and the second imaging unit, wherein the image processing module is configured to generate one or more images of the surgical scene based on the first set of light signals and the second set of light signals.

Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.

Abstract: The present disclosure provides systems and methods for providing surgical guidance. In one aspect, the present disclosure provides a surgical guidance system comprising: an image processing module configured to (i) receive image data obtained using one or more image and/or video acquisition modules and (ii) generate one or more medical predictions or assessments based on (a) the image/video data or physiological data associated with the image/video data and (b) one or more training data sets comprising surgical or medical data associated with a patient or a surgical procedure. The one or more training data sets may comprise anatomical and physiological data obtained using a plurality of imaging modalities. The system may further comprise a visualization module configured to provide a surgical operator with an enhanced view of a surgical scene, based on the one or more augmented data sets.

Abstract: The present disclosure provides methods for processing medical data. The method may comprise receiving a plurality of data inputs associated with (i) at least one medical patient or (ii) at least one surgical procedure. The method may further comprise receiving one or more annotations for at least a subset of the plurality of data inputs. The method may further comprise generating an annotated data set using (i) the one or more annotations and (ii) one or more data inputs of the plurality of data inputs. The method may further comprise using the annotated data set to (i) perform data analytics for the plurality of data inputs, (ii) develop one or more medical training tools, or (iii) train one or more medical models.