A system and method for atrial fibrillation detection in non-noise ECG data with the aid of a digital computer are provided. Electrocardiography (ECG) features and annotated patterns of the features are maintained in a database, at least some of the patterns associated with atrial fibrillation. A classifier is trained based on the annotated patterns, the classifier implemented by a convolutional neural network. A representation of an ECG signal recorded by one or more ambulatory monitors is received. Noise is detected in the representations and ECG features in the representation falling within each of the non-noise temporal windows are detected. The trained classifier is used to identify patterns of the ECG features. A value indicative of whether portions of the representation are associated the patient experiencing atrial fibrillation is calculated. That one or more of the portions are associated with the patient experiencing atrial fibrillation is determined.

A server receives a request from a client device initiated from a user operating the client device. The server determines a user action identifier (ID) based on the request, the user action ID identifying a user physical action that was captured by one or more sensors. One or more image processing commands are determined based on the user action ID in view of a first medical image currently displayed at the client device. An image processing operation is performed based on the first medical image by executing the one or more image processing commands, generating a second medical image. The second medical image is transmitted to the client device to be presented to the user at the client device.

Embodiments of the present disclosure provide a method and apparatus for sensing. An exemplary apparatus includes a surgical device, a control unit comprising a user interface, a power unit, a motor, a warning element, a processor, and a memory including computer program instructions, the user interface operable to select between an on or off setting for the apparatus, the power unit operable to connect with a power source. The apparatus further includes a sensor located on at least one of the surgical device and the control unit, the sensor operable to sense a presence of gases, and a conduit comprising a vacuum tube fluidly coupled to the surgical device and the control unit, and a communication line operable to transmit electronic signals between the surgical device, the control unit and the sensor.

Disclosed are processes including receiving at least a first and a second image data record corresponding to a first and a second point in time and including a first and a second one or more images of a wound; obtaining an image of the wound from a particular point of view corresponding to the first point in time by analyzing the first image data record; generating a simulated image of the wound from the particular point of view corresponding to the second point in time by analyzing the second image data record; and generating a visual time series view of the wound including at least the image of the wound from the particular point of view corresponding to the first point in time and the simulated image of the wound from the particular point of view corresponding to the second point in time.

A monitor device and a method of using the monitor device in a medical visualisation system including a visualisation device having an image sensor configured to generate image data indicative of a view, the monitor device configured to operate in a first interface orientation mode and a second interface orientation mode, wherein in the first interface orientation mode, a second portion is between a fourth housing side and a first portion, and wherein in the second interface orientation mode, the second portion is between a third housing side and the first portion.

A system includes a pulse waveform generator and an ablation device coupled to the pulse waveform generator. The ablation device includes at least one electrode configured for ablation pulse delivery to tissue during use. The pulse waveform generator is configured to deliver voltage pulses to the ablation device in the form of a pulsed waveform. The pulsed waveform can include multiple levels of hierarchy, and multiple sets of electrodes can be activated such that their pulsed delivery is interleaved with one another.

The present disclosure relates to a device configured to be adhered to the surface of a mammal for recording physiological signals. The device may include a housing enclosing a circuit board and a flexible wing extending from the housing. The device may include an electrode coupled to the flexible wing and an electrical trace for transmitting an electrical signal between the electrode and the circuit board. The electrical trace may have an insulator with a conductive material and resistors printed on the surface of the insulator. The trace layer may include conductive vias for transmitting the signal from a bottom of the trace layer to a top of the trace layer. The housing may include a battery having a battery terminal connector configured to provide electrical access to both terminals on a single side of the battery. The housing may include a floating trigger button.

The present disclosure relates to a wearable device that includes a housing, battery terminal connector, conductive traces, and an insulator for recording signals. The device may include a housing enclosing a circuit board and a battery. The device may include two conductive traces electrically connected to terminals of the battery and an insulator separating the conductive traces. The battery terminal connector can present both the conductive traces to the outer surface for coupling to a circuit board. The device can assess the physiological signals to infer a likelihood of arrhythmia of a user.

For controlling a robotic surgical system including arms, consoles, and a controller in communication with the arms and consoles, systems and methods are provided that include receiving a request for selection of a first arm for assignment to a first console, and in response to the request, determining whether the first arm is already assigned, assigning the first arm to the first console, if a determination is made that the first arm is not already assigned, determining whether the first arm is to be deselected from a previous assignment, if a determination is made that the first arm is already assigned, generating an error message, if a determination is made that the first arm is not to be deselected, and deselecting the first arm from the previous assignment and assigning the first arm to the first console, if a determination is made that the first arm is to be deselected.

The present embodiments provide systems and methods for, among others, tracking sensor insertion locations in a continuous analyte monitoring system. Data gathered from sensor sessions can be used in different ways, such as providing a user with a suggested rotation of insertion locations, correlating data from a given sensor session with sensor accuracy and/or sensor session length, and providing a user with a suggested next insertion location based upon past sensor accuracy and/or sensor session length at that location.