Embodiments described herein provide various examples of automatically processing surgical videos to detect surgical tools and tool-related events, and extract surgical-tool usage information. In one aspect, a process for automatically tracking usages of robotic surgery tools is disclosed. This process can begin by receiving a surgical video captured during a robotic surgery. The process then processes the surgical video to detect a surgical tool in the surgical video. Next, the process determines whether the detected surgical tool has been engaged in the robotic surgery. If so, the process further determines whether the detected surgical tool is engaged for a first time in the robotic surgery. If the detected surgical tool is engaged for the first time, the process subsequently increments a total-engagement count of the detected surgical tool. Otherwise, the process continues monitoring the detected surgical tool in the surgical video.

A method for monitoring medical data is disclosed, the method being applicable to a system comprising a portable medical device, a mobile communications device, and, optionally, a medical care server. The portable medical device and the mobile communications device each comprise at least one interface for data transfer. The method comprises a step of establishing a download link between the mobile communications device and a download server. The method comprises a step of selecting an appropriate communication software package from a plurality of communication software packages for controlling data transfer between the mobile communications device and the portable medical device from the download server. Further, the method comprises a download step for downloading communication software packages from the download server to the mobile communications device and a step of installation of the communication software package on the mobile communications device.

A method for monitoring medical data is disclosed, the method being applicable to a system comprising a portable medical device, a mobile communications device, and, optionally, a medical care server. The portable medical device and the mobile communications device each comprise at least one interface for data transfer. The method comprises a step of establishing a download link between the mobile communications device and a download server. The method comprises a step of selecting an appropriate communication software package from a plurality of communication software packages for controlling data transfer between the mobile communications device and the portable medical device from the download server. Further, the method comprises a download step for downloading communication software packages from the download server to the mobile communications device and a step of installation of the communication software package on the mobile communications device.

A remote monitoring system for medical data collection can include a data-flagging process embeds authorization and settings information into a file containing the test results. Such data flagging can occur at a medical device or testing site, and may be based in policy settings received from a remote system. A file containing the test results can also include data category information that can be used to protect sensitive information by preventing such information from being communicated to the wrong server.

A programmable, refillable medication dispenser with scheduled metered medication unit dispensing, includes a main housing, a powered CPU with countdown timer, a multi-unit medication removable refillable cartridge with a (first) lock, a medication release control gate positioned at a medication outlet and connected to a (second) lock being a gate control mechanism, and an in-chamber medication unit sensor. A pharmacist will insert a medicine cartridge into the main housing, locking it in, and will program the CPU to permit a patient to activate dispensing according to a predetermined schedule, and then only when a medication unit is sensed in the chamber. A patient may receive the dispenser and activate medication dispensing according to the programmed schedule and dispense by the timer schedule, only when a medication unit is sensed in the chamber.

A programmable, refillable medication dispenser with scheduled metered medication unit dispensing, includes a main housing, a powered CPU with countdown timer, a multi-unit medication removable refillable cartridge with a (first) lock, a medication release control gate positioned at a medication outlet and connected to a (second) lock being a gate control mechanism, and an in-chamber medication unit sensor. A pharmacist will insert a medicine cartridge into the main housing, locking it in, and will program the CPU to permit a patient to activate dispensing according to a predetermined schedule, and then only when a medication unit is sensed in the chamber. A patient may receive the dispenser and activate medication dispensing according to the programmed schedule and dispense by the timer schedule, only when a medication unit is sensed in the chamber.

A medical device for use in patient resuscitation and that is configured to communicate with one or more management servers includes a memory, a processor communicably coupled to the memory and configured to store device status information including device-readiness information from a medical device self-test, and store clinical event information observed by the medical device during a use of the medical device during a clinical event, the clinical event information including CPR performance data, and a communication component communicably coupled to the processor and configured to wirelessly transmit the device status information and the clinical event information to the one or more management servers, wherein the medical device includes an external defibrillator, an automated external defibrillator, or a compression assistance device.

A medical device for use in patient resuscitation and that is configured to communicate with one or more management servers includes a memory, a processor communicably coupled to the memory and configured to store device status information including device-readiness information from a medical device self-test, and store clinical event information observed by the medical device during a use of the medical device during a clinical event, the clinical event information including CPR performance data, and a communication component communicably coupled to the processor and configured to wirelessly transmit the device status information and the clinical event information to the one or more management servers, wherein the medical device includes an external defibrillator, an automated external defibrillator, or a compression assistance device.

Methods and devices to detect analyte in body fluid are provided. Embodiments include positioning an analyte sensor in fluid contact with an analyte, detecting an attenuation in a signal from an analyte sensor after positioning during a predetermined time period, categorizing the detected attenuation in the analyte sensor signal based, at least in part, on one or more characteristics of the signal, performing signal processing to generate a reportable data associated with the detected analyte sensor signal during the predetermined time period, managing if and when to request additional reference signal measurements, and managing if and when to temporarily not display results.

Systems and methods of monitoring progress of delivery of a patient-specific medication are disclosed. A patient/medication identification (ID) device is provided on a package containing the medication, the patient/medication ID device comprising medication/patient information indicative of the medication and the patient. At least one location ID device is provided at a location, the at least one location ID device comprising a unique location ID associated with the location. The medication/patient information and the patient/medication ID are read. Delivery progress information indicative of a last-known read location where at least one of the medication/patient ID information and the unique location identifier was read is generated. The delivery progress information is stored in a database. The delivery progress information is accessed from the database in response to the request. A delivery status of the medication is indicated to the user.