The present disclosure relates to the field of artificial intelligence (AI) technologies, and provides an auxiliary photographing device for dyskinesia analysis, and a control method and apparatus for an auxiliary photographing device for dyskinesia analysis. The method includes controlling a camera assembly of the auxiliary photographing device at a first position to perform photographing, to obtain a first image, the first image comprising a target body part of a patient having dyskinesia; determining, in the first image, a position of a target region corresponding to the target body part; controlling an orientational movement of a mechanical arm of the auxiliary photographing device according to the position of the target region, to adjust the camera assembly to a second position; and controlling the camera assembly at the second position to perform photographing, to obtain a second image, the second image comprising the target body part.

In general, systems and methods for controlling operation of drug administration devices using surgical hubs are provided.

In general, systems and methods for monitoring and communicating information using drug administration devices are provided.

A system and method for tuning the parameters of a therapeutic medical device comprises a movement measurement data acquisition system capable of wireless transmission; processing comprising kinematic feature extraction, a scoring algorithm trained using scores from expert clinicians, a therapeutic device parameter setting adjustment suggestion algorithm preferably trained using the parameter setting adjustment judgments of expert clinicians; and a display and/or means of updating the parameter settings of the treatment device. The invention facilitates the treatment of movement disorders including Parkinson's disease, essential tremor and the like by optimizing deep brain stimulation (DBS) parameter settings, eliminating as much as possible motor symptoms and reducing time and costs of surgical and outpatient procedures and improving patient outcomes. In preferred embodiments, the system provides recommendations for treatment which may be semi-automatically or automatically applied to update the parameter settings of a treatment device such as a DBS implant.

Methods, systems, and apparatus for detecting rhythmic synchronization of motor neurons. The system includes one or more sensors for receiving a first signal that measures an electrical signal of one or more neurons, the first signal having a first plurality of specific bursts. The system includes a processor connected to the one or more sensors. The processor is configured to receive the first signal. The processor is configured to generate a second signal based on the first signal using a discrete wavelet transform, the second signal having a second plurality of specific bursts. The processor is configured to determine a time delay between a specific burst within the first plurality of specific bursts and a specific burst within the second plurality of specific bursts using one or more expert rules. The processor is configured to apply the time delay to the first signal.

A user feedback system for a user of a delivery device within a delivery ecosystem includes a sensor platform comprising at least a first sensor operable to detect at least a first physical property associated with at least one of user behavior other than inhalation and user physiology other than in relation to inhalation; an obtaining processor adapted to output data based upon the or each detected physical property as all or part of a user factor indicative of a user state; and an estimation processor adapted to identify a corresponding feedback action expected to alter a state of the user as indicated at least in part by the or each detected physical property.

A user feedback system for a user of a delivery device within a delivery ecosystem includes an obtaining processor adapted to obtain one or more user factors indicative of a state of the user; and an estimation processor adapted to identify a one-operation or two-operation correlation between the obtained one or more user factors indicative of user state and at least a first feedback action, the feedback action being expected to alter a state of the user as indicated at least in part by the one or more user factors.

A method and a system are described for performing an objective characterization of symptoms of the Parkinson's disease, through an analysis of the motion status of patients, wherein said motion status can be in one of the following phases: OFF phase, wherein Parkinson's symptoms, such as rigidity, tremor and bradykinesia, emerge; ON phase wherein the symptoms markedly improve; DIS phase wherein involuntary movements emerge, called dyskinesias; as detectors of the symptoms the following are used: voice analysis, face analysis, tremor analysis and movement analysis of said patient, an algorithm being provided adapted to use the detecting parameters to determine the motion status of the patient.

An example method includes, determining, based on data received from a plurality of sensors that are each attached to a respective finger of a plurality of fingers of a hand of a patient, data that represents movements of one or more fingers of the plurality of fingers; and determining, based on the data that represents the movements of the one or more fingers, one or more objective indications of motor control of the patient.

A device for stimulating neurons that includes a stimulation unit that applies mechanically tactile and/or thermal stimuli to the body surface of a patient that stimulate neurons with a pathologically synchronous and oscillatory neural activity. The device includes a measuring unit that records measurement signals of neural activity of the stimulated neurons, and a controller that controls the stimulation unit and analyzes the measurement signals. The controller actuates the stimulation unit to scan at least one part of the body surface of the patient along a path and thereby periodically applies stimuli and also selects two regions or more regions on the patient's body surface along the path where the phase synchronization between the periodic application of the stimuli and the neural activity of the stimulated neurons have a local maximum using the measurement signals. The stimuli are then applied in a delayed manner in the two regions.