A dialysate mixing machine may be configured to make dialysate on demand using, among other things, a plurality of concentrates in solid tablet form. For example, a prescription may be received by the dialysate mixing machine indicating the particular chemical constituents and amounts of each chemical constituent to be included in the dialysate. Based on the prescription, the dialysate mixing machine can determine the number of tablets required for each chemical constituent (and, e.g., the required amounts of other chemical constituents that are not in tablet form). The tablets are automatically dispensed and mixed with purified water, bicarbonate, and sodium chloride in a mixing chamber to produce the dialysate according to the prescription. The dialysate mixing machine may be used with and/or coupled to a dialysis machine (e.g., a hemodialysis (HD) machine designed for home use) to provide the dialysate on demand for a dialysis treatment.

A dialysis machine (e.g., a peritoneal dialysis (PD) machine) can include a patient line that provides dialysate solution to a patient and removes effluent dialysate from the patient through a catheter. During a drain phase of a PD treatment, an occlusion can occur at different locations in the patient line and/or catheter. A pressure sensor can detect a change in pressure of the fluid at the proximal end of the patient line to infer a potential occlusion in the patient line. Prior to setting an alarm to alert the patient of the blockage in the patient line, operating parameters of the PD machine can be changed to attempt to correct the issue. In an embodiment, the pump mechanism can be cycled at a reduced speed or a reduced rate in order to confirm the occlusion or attempt to alleviate the low fluid flow condition before the alarm is set.

A dialysis system includes include a home dialysis machine and a home gateway device in communication with a cloud-based application via a connected health system. The gateway device has voice recognition capabilities. A user can provide spoken information to the gateway device, and the gateway device can cause one or more actions to be performed. The gateway device may cause a dialysis function to be performed by the dialysis machine, or data to be input into the dialysis machine. The gateway device can also communicate with one or more other systems (e.g., remote systems) via the cloud-based application. In some examples, the cloud-based application can communicate with an order management system to allow the user to order medical supplies (e.g., for use with the dialysis machine) via the gateway device. The gateway device can provide two-way conversational capability (e.g., back and forth communication) between the user and the gateway device.

A secure artificial intelligence (AI) enabled wearable medical sensor platform is used for adaptive operation according to features and techniques described herein. Operational parameters are modified based on data inputs thereto that provide feedback to the AI systems of the wearable sensor platform. The described technology can facilitate adaptive optimizations provided by AI machine learning algorithms in a manner that can beneficially assist in the monitoring and treatment of a patient. For example, the system described herein may be used for the continuous monitoring of the physiological parameters and health of a patient's vascular access point (for example, the fistula) and may provide, among other things, early warnings of possible infection at the vascular access location.

A medical treatment machine, such as a home dialysis machine, can receive prescription parameters that define parameters of a medical treatment to be administered to a patient. A medical prescription is entered by a clinician into a clinical information system (CIS) that calls a system to evaluate the compatibility of the entered prescription by transmitting the prescription parameters to a server that has access to a database of medical devices and their operational parameters. The server compares the treatment parameters of the medical prescription to the operational parameters of the medical device and generates a prescription compatibility response indicting if the treatment parameters of the medical prescription can be executed by the medical device. The server returns to the CIS the prescription compatibility response to allow the prescription, e.g. in a digital or program form, to be securely transmitted or delivered via a connected health system to the medical device.

Devices, systems, and methods herein relate to predicting infection of a patient. These systems and methods may comprise illuminating a patient fluid in a fluid conduit from a plurality of illumination directions, measuring an optical characteristic of the illuminated patient fluid using one or more sensors, and predicting an infection state of the patient based at least in part on the measured optical characteristic.

Devices, systems, and methods herein relate to predicting infection of a patient. These systems and methods may comprise illuminating a patient fluid in a fluid conduit from a plurality of illumination directions, measuring an optical characteristic of the illuminated patient fluid using one or more sensors, and predicting an infection state of the patient based at least in part on the measured optical characteristic.

A medical treatment machine, such as a dialysis machine (e.g., a home dialysis machine, such as a home hemodialysis machine or a home peritoneal dialysis machine) can receive a digital prescription file that defines parameters of a medical treatment to be administered to a patient. The digital prescription file can be prepared and delivered in such a way that the medical treatment machine can confirm that the issuer (e.g., provider) of the digital prescription file is an authorized issuer without having any a priori knowledge of the particular issuer. The digital prescription file can be delivered irrespective of the inherent security (or lack thereof) of the transmission medium in a tamper-evident format using minimal resources necessary to verify the validity of the digital prescription file and its issuer. The digital prescription file may be delivered to the dialysis machine using a network cloud-based connected health system.

A medical treatment machine, such as a home dialysis machine, can receive prescription parameters that define parameters of a medical treatment to be administered to a patient. A medical prescription is entered by a clinician into a clinical information system (CIS) that calls a system to evaluate the compatibility of the entered prescription by transmitting the prescription parameters to a server that has access to a database of medical devices and their operational parameters. The server compares the treatment parameters of the medical prescription to the operational parameters of the medical device and generates a prescription compatibility response indicting if the treatment parameters of the medical prescription can be executed by the medical device. The server returns to the CIS the prescription compatibility response to allow the prescription, e.g. in a digital or program form, to be securely transmitted or delivered via a connected health system to the medical device.

A blood treatment apparatus (1) defines first and second flow circuits (C1, C2) separated by a dialyzer (20). The second flow circuit (C2) comprises return and withdrawal lines (24′, 24″) for connection to a vascular system of a subject during a treatment session. After the treatment session, a control system causes an operator to connect the second flow circuit (C2) to a first port (32) of a container (30), the apparatus (1) to perform a rinseback procedure, the operator to disconnect the return line (24′) from the vascular system and re-arrange the second flow circuit (C2) to define a closed loop, and the apparatus (1) to draw residual liquid from the closed loop into the first flow circuit (C1) through a dialyzer membrane (21). To facilitate drainage of the residual fluid with a conventional line set, the second flow circuit (C2) is connected to a second port (33) of the container (30) to include the container (30) in the closed loop, or the return and withdrawal lines (24′, 24″) are connected in fluid communication with the first port of the container (30) through a three-way manifold coupling unit.