The disclosed embodiments relate to systems and methods for a surgical tool or a surgical robotic system. An example computer-implemented method for evaluating calibrations of a surgical tool includes fixating a joint of the surgical tool at a first angle, the joint being driven by an actuator, measuring an actuator position corresponding to the first angle, accessing a calibrated offset corresponding to the first angle, determining an expected joint angle based on the measured actuator position and the calibrated offset, and reporting a first difference between the expected joint angle and the first angle.

A surgical apparatus system for minimally invasive surgery (MIS) which includes a wrist assembly. The wrist assembly includes a first jaw, a first actuation hub, and a cable redirecting hub operably coupled to the first actuation hub, a second jaw, a second actuation hub, a housing for the first and second jaws, a first cable, a second cable, a third cable, rotational position sensors, and a control system. The first and second jaws of the wrist assembly are movably opposed, and the cables are configured such that applying tensions upon them cables produces rotation about a jaw axis. The wrist assembly may further include a hinge-rotary assembly to configured to provide rotation about a pitch axis and/or a roll axis. The wrist assembly may further include a fourth cable configured such that applying tensions upon the fourth cable and the opposing cable produces rotation about a pitch axis.

An electrosurgical instrument for use in a robotic surgical system includes an electrosurgical end effector, a housing configured to be operably coupled to an instrument drive unit, a shaft extending distally from the housing, and a wrist assembly coupled to a distal end portion of the shaft. The wrist assembly includes a first pivot member and a second pivot member having a proximal end portion movably coupled to the first pivot member, and a distal end portion configured to be coupled to the end effector. The first pivot member has a pair of first and second distally-extending arms each defining a first groove configured to receive and guide a cable.

Embodiments described herein provide various examples of a machine-learning-based visual-haptic system for constructing visual-haptic models for various interactions between surgical tools and tissues. In one aspect, a process for constructing a visual-haptic model is disclosed. This process can begin by receiving a set of training videos. The process then processes each training video in the set of training videos to extract one or more video segments that depict a target tool-tissue interaction from the training video, wherein the target tool-tissue interaction involves exerting a force by one or more surgical tools on a tissue. Next, for each video segment in the set of video segments, the process annotates each video image in the video segment with a set of force levels predefined for the target tool-tissue interaction. The process subsequently trains a machine-learning model using the annotated video images to obtain a trained machine-learning model for the target tool-tissue interaction.

A method of displaying an operational parameter of a surgical system is disclosed. The method includes receiving, by a cloud computing system of the surgical system, first usage data, from a first subset of surgical hubs of the surgical system; receiving, by the cloud computing system, second usage data, from a second subset of surgical hubs of the surgical system; analyzing, by the cloud computing system, the first and the second usage data to correlate the first and the second usage data with surgical outcome data; determining, by the cloud computing system, based on the correlation, a recommended medical resource usage configuration; and displaying, on respective displays on the first and the second subset of surgical hubs, indications of the recommended medical resource usage configuration.

Provided is a robotic system that includes a surgical instrument with a wrist including an elongate shaft extending between a proximal end and a distal end, a wrist extending from the distal end of the elongate shaft, and an end effector extending from the wrist. The end effector may include a first jaw and a second jaw, the first and second jaw being moveable between an open position in which ends of the jaws are separated from each other, and a closed position in which the ends of the jaws are closer to each other as compared to the open position. The surgical instrument may also include at least one rotary cutter extending from the wrist and positioned at least partially within a recess formed in a face of the first jaw.

An end effector is removably connected to a robot arm under sterile conditions with an arm mount module configured to be permanently connected to the robot arm, and an arm drape module configured to be removably connected to the arm mount module by a first locking mechanism. A third module, which is a passive end effector, may be configured to be removably connected to the arm drape module by a second locking mechanism. In some embodiments, a sterile hand drape module is configured to be removably connected to the arm drape module by the second locking mechanism; and a hand mount module is configured to be removably connected to the hand drape module by a third locking mechanism, and to be permanently connected to the end effector or the hand mount module is the end effector itself.
The systems for connecting an end effector to a robot arm provide a signal or energy transmission pathway between the robot arm and the end effector. The transmitted energy can be electrical or mechanical.

An instrument system comprising a flexible shaft having proximal and distal portions, a backend mechanism coupled to the proximal portion, and a plurality of tendons including first and second tendons. The backend mechanism comprises a plurality of capstans including first and second capstans. Each capstan includes a bore for engagement with a drive shaft, and a capstan coupling member adapted to engage a drive shaft coupling member such that rotation of the drive shaft causes rotation of the capstan, and adapted to disengage from the drive shaft coupling member so rotation of the drive shaft does not cause rotation of the capstan. The first tendon is configured to wrap around the first capstan and the second tendon is configured to wrap around the second capstan. The first and second tendons are coupled to a member disposed at the distal portion and are configured to move the member in opposing directions.

A force sensor apparatus is provided including a tube portion having a plurality of radial ribs and at least one fiber optic strain gauge positioned over each rib of the plurality of radial ribs. A proximal end of the tube portion is operably couplable to a shaft of a surgical instrument that is operably couplable to a manipulator arm of a robotic surgical system, and a distal end of the tube portion is proximally couplable to a wrist joint coupled to an end effector. A thermal shunt shell is over an outer surface of the tube portion.

Certain aspects relate to systems, devices and techniques for vessel sealing and cutting. In particular, an instrument is provided that is capable of performing multiple functions, including sealing and cutting. The instrument can be robotically controlled, and can include a shaft, a multi-DOF wrist, and an end effector. The end effector is capable of generating and delivering heat via different energy modalities to perform the various functions at different temperatures.