Abstract: Various systems, methods, and devices for identifying intraoperative bleeding are described. An example method includes identifying a first frame depicting a surgical scene; identifying a second frame depicting the surgical scene; identifying whether the second frame depicts bleeding by analyzing the first frame and the second frame; and outputting the second frame with an augmentation indicating whether bleeding is depicted in the second frame.

Abstract: Various systems, methods, and devices for identifying instrument movements likely to cause intraoperative bleeding are described. An example method includes identifying a movement of an instrument; determining that the movement of the instrument exceeds a threshold; and dampening the movement of the instrument based on determining that the movement exceeds the threshold.

Abstract: A system and method for automatically operating a camera includes a controller for controlling the movement of a robotically controlled camera. The controller includes a processor and a computer readable medium having instructions for controlling the camera. The system determines a task to be performed and, based on the determined task, determines a camera control scheme that corresponds to the task. The camera control scheme includes rules for controlling the camera. The system receives input parameters in the form of particular tools being used and the position and movement of the tools. The input parameters can be automatically determined by the controller via a video image produced by the camera. The controller will move the camera in response to particular movement of the tools and the particular rules of the determined control scheme that correspond to the particular movements.

Abstract: A system and method for automatically operating a camera includes a controller for controlling the movement of a robotically controlled camera. The controller includes a processor and a computer readable medium having instructions for controlling the camera. The system determines a task to be performed and, based on the determined task, determines a camera control scheme that corresponds to the task. The camera control scheme includes rules for controlling the camera. The system receives input parameters in the form of particular tools being used and the position and movement of the tools. The input parameters can be automatically determined by the controller via a video image produced by the camera. The controller will move the camera in response to particular movement of the tools and the particular rules of the determined control scheme that correspond to the particular movements.

Abstract: A system for autonomous camera control includes a first robot having a surgical tool mounted as an end effector and a second robot having a camera mounted as an end effector. A controller may be provided for manipulating the second robot, where the controller stores a first kinematic model for the first robot and a second kinematic model for the second robot. The controller may be configured to automatically manipulate the second robot to position the camera based on the second kinematic model and an expected position of the surgical tool according the first kinematic model of the first robot. The controller is further configured to identify a threshold angle from a viewing axis of the camera, calculate a tool angle from the viewing axis of the camera, and move the camera toward or further away from the tool depending on if the tool angle is greater than or less than the threshold angle.

Abstract: A system for autonomous camera control is provided. The system may include a first robot having a surgical tool mounted as an end effector and a second robot having a camera mounted as an end effector. A controller may be provided for manipulating the second robot, where the controller stores a first kinematic model for the first robot and a second kinematic model for the second robot. The controller may be configured to automatically manipulate the second robot to position the camera based on the second kinematic model and an expected position of the surgical tool according the first kinematic model of the first robot.