The present invention relates to a deep learning-based multiple skin lesion detection system, a multiple lesion detection method, and a computer-readable recording medium that has a program for implementing same recorded thereon. The system according to the present invention enables accurate classification and detection of various skin lesions having similar characteristics, on the basis of a context-dependent decision-making structure in which the local spatial correlation between various skin lesions in skin is considered.

In some embodiments, an apparatus can include a cart for a surgical robotic arm having a coupler releasably coupleable to a coupling site on a surgical table. The cart can include a base and a first engagement feature. The base can be freely movably on a support surface between a first location remote from the surgical table and a second location adjacent the surgical table. The first engagement feature can be configured for engagement with a second engagement feature associated with the surgical table such that, when the first engagement feature and the second engagement feature are engaged, the coupler of the robotic am is disposed in a position in which the coupler of the robotic arm can be engaged by the coupler of the surgical table.

Disclosed herein is a portable aerosol-protective apparatus and method for reducing the exposure of healthcare workers to contaminants and aerosols that may contain respiratory and other pathogens. The apparatus generally comprises a shield suitable for forming a partial enclosure around the head-space end of a hospital or surgery bed, through which a medical procedure can be performed on a patient. The method generally comprises performing the medical procedure on the patient through the shield of the disclosed apparatus.

Systems, methods and apparatus are disclosed for properly using and locating object retention wands via the use of at least one sensor located on or in the wand body for determining when the wand is capable of properly scanning a target area. In one form, a proximity sensor is used. In another form a motion sensor is used. In still other forms, both a proximity sensor and motion sensor are used. In some forms, the wand system further includes an indicator for indicating whether the wand is within proper read range, speed and/or orientation of a target area so as to confirm proper use of the wand to locate retained objects before concluding a procedure. In other forms one or more of a user interface, scanner and network interface may also be used with the system. Further systems, methods and apparatus are also disclosed herein.

A surgical robot a robotic device and a cart. The cart is coupled to the robotic device and includes a steering assembly. The steering assembly includes wheels and is configured such that the wheels allow the cart to roll in a linear direction when a first mode is selected and the wheels allow the cart to roll in a rotational direction when a second mode is selected.

Methods and systems are provided for controlling movement of a mobile medical device drive platform. In one example, a mobile platform includes a chassis configured to house one or more medical devices, an omnidirectional wheel system including an omnidirectional wheel coupled to the chassis, a battery housed in the chassis, the battery configured to supply power to drive the omnidirectional wheel system and/or supply power to operate the one or more medical devices, and a battery charging system housed in the chassis, where the battery charging system is configured to facilitate wired and/or wireless charging of the battery.

A surgical system includes at least one audio sensor configured to sense audio during a surgical procedure and to output audio data based on the sensed audio. The surgical system further includes a computing device operably coupled to the at least one audio sensor and configured to receive the output audio data from the at least one audio sensor. The computing device includes a processor and memory storing instructions that, when executed by the processor, cause the processor to determine at least one of a cause or a location of a sound based at least on the output audio data and to output an indication of the at least one of the cause or location of the sound.

A control unit assembly for a robotic surgical system includes a housing, a surgical instrument, and a motor block assembly supported within the housing. The housing includes a front face, a rear face, and a sidewall extending between the front and rear faces. The motor block assembly includes a motor block module that is selectively attachable to the surgical instrument. The motor block module is remotely actuatable to control the surgical instrument. The motor block module is axially movable relative to the housing to facilitate movement of the surgical instrument relative to the housing.

Devices, Systems, and Methods for controlled movement of the robot system. The surgical robot system may include a robot having a robot base, a robot arm coupled to the robot base, and an end-effector coupled to the robot arm. The robot may include a plurality of omni-directional wheels affixed to the robot base allowing multiple-axis movement of the robot. The robot may further include sensors for detecting a desired movement of the robot base and a control system responsive to the plurality of sensors for controlling the multiple-axis movement of the robot by actuating two or more of the plurality of omni-directional wheels.

A C-arm X-ray apparatus includes an x-ray emitter (5) and an X-ray detector (4) which are maintained on a C-arm (2) mounted on a reference plane. The x-ray emitter (5) has nanorods as electron emitters and has an elongated structure which is at least partially aligned along a surface normal of the reference plane.