Abstract: Techniques for voice control of a patient care device are described. A patient care device receives an audio request from a user. The patient care device records the audio request. The patient care device transmits the audio request over a communication network to a speech recognition service, and in response receives, from the speech recognition service, a textual representation of the audio request. The patient care device matches the textual representation, using the computer processor, to a first command in a vocabulary of available commands, and in response performs the first command.

Abstract: Techniques for classifying cardiac events in electrocardiogram (ECG) data. A feature set is generated by analyzing ECG data for a patient using a first phase in a machine learning architecture. A first cardiac event in the ECG data is classified based on the feature set, using the first phase in the machine learning architecture. A second cardiac event in the ECG data is classified based on the classified first cardiac event and the feature set, using a second phase in the machine learning architecture. The second cardiac event overlaps at least partially in time with the first cardiac event. Further, a plurality of feature sets, corresponding to a plurality channels of ECG data, are generated using paths in a machine learning architecture. A cardiac event in the ECG data is classified using the machine learning architecture based on the plurality of feature sets.

Abstract: Embodiments described herein relate to apparatus and techniques for aligning and coupling a sensor device to a wearable patch. A shoe apparatus is coupled to the wearable patch. The sensor device is coupled to the shoe apparatus via one or more connectors of the shoe apparatus. As the sensor device is inserted into the shoe apparatus, features of the shoe apparatus enable alignment of the sensor device with the shoe apparatus and the one or more connectors.

Abstract: Embodiments provide techniques for authenticating and configuring a care plan device in a care plan environment. Embodiments receive, from the care plan device, a care plan device identifier written to a memory of the care plan device by a manufacturer. The care plan device is authenticated with a remote server, based on matching a reference identifier within a patient care plan with the care plan device identifier. Upon authenticating the care plan device, embodiments receive, from the remote server, the configuration information for the care plan device. The care plan device is configured in accordance with the patient care plan, based on the received configuration information.

Abstract: Bridge connectors employing flexible planar bodies having signal pathways coupling control devices with biometric sensors are disclosed. Sensors are placed in contact with a patient to detect a health condition and generate an output signal based on the health condition. A control device is linked to the sensors to receive the output signal for collection, analysis, storage, display, and/or subsequent transfer. A bridge connector includes a planar body with predetermined flexibility and signal pathways extending between data ports. By removably coupling the bridge connector to the control device and the sensors secured to the patient, the control device may be physically supported by the patient with minimal discomfort and low-cost biometric sensors may be used. In this manner, sensor replacement costs are reduced and the useful lives of the sensors can be maximized as the designed flexibility of the bridge connector facilitates removable coupling with the biometric sensors.

Abstract: Embodiments of the present disclosure generally relate wearable patches having rigid inserts. The rigid insert is positioned adjacent to one or more connectors, such as studs for receiving sockets to distribute the force transferred to a patient when reconnecting a socket to the stud. The rigid insert may be sized to maintain flexibility in areas of the wearable patch. An optional adhesive layer may be applied to the wearable patch adjacent the rigid insert to reduce the likelihood of delamination of the wearable patch.

Abstract: Techniques for generating a user interface for monitoring biometric data. Embodiments generate a first portion of the user interface by plotting values of a first biometric parameter on a first graph structure with respect to a first interval of time and generate a second portion of the user interface by plotting values of a second biometric parameter on a second graph structure with respect to a second interval of time that overlaps with only a portion of the first interval of time. Upon receiving a user selection specifying a first position within the first graph structure, embodiments determine a third interval of time that is centered at a moment in time corresponding to the specified first position and update the second graph structure by plotting a third plurality of values of the second biometric parameter on the second graph structure, with respect to the third interval of time.

Abstract: Techniques for administering a care plan. Embodiments receive the care plan specifying observation metrics to monitor biometric data collected from a patient. At least one monitoring device available is identified and embodiments receive biometric data collected using the at least one monitoring device, where the biometric data is initially classified as a first type of event by the at least one monitoring device. Additionally, embodiments analyze the received biometric data to reclassify the first event as an occurrence of a second type of even, and, upon determining that the occurrence of the second type of event satisfies at least one threshold condition specified in the care plan, initiate at least one treatment plan specified in the care plan and corresponding to the satisfied at least one threshold value.