Abstract: A method includes receiving patient health data; determining a score using a trained machine learning model; determining a threshold value using an adaptive threshold tuning learning model; comparing the score to the threshold value; and generating an alarm. A computing system includes a processor; and a memory having stored thereon instructions that, when executed by the processor, cause the computing system to: receive patient health data; determine a score using a trained machine learning model; determine a threshold value using an adaptive threshold tuning learning model; compare the score to the threshold value; and generate an alarm. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to: receive patient health data; determine a score using a trained machine learning model; determine a threshold value using an adaptive threshold tuning learning model; compare the score to the threshold value; and generate an alarm.

Abstract: A smart locker system with assistance for a visually impaired user is disclosed. Each locker in the smart locker system includes a beacon that emits a signal either before the locker door is released or at the same time as the locker door is released. The beacon is used by a visually impaired user to locate the specified locker before it opens or at the same time as it opens. The beacon may be a haptic device that causes the specified locker to vibrate, which allows the user to find the locker by feel. The beacon may also be an auditory device that causes the specified locker to emit a sound, which allows the user to find the locker by sound.

Abstract: A method includes receiving patient health data; determining a score using a trained machine learning model; determining a threshold value using an adaptive threshold tuning learning model; comparing the score to the threshold value; and generating an alarm. A computing system includes a processor; and a memory having stored thereon instructions that, when executed by the processor, cause the computing system to: receive patient health data; determine a score using a trained machine learning model; determine a threshold value using an adaptive threshold tuning learning model; compare the score to the threshold value; and generate an alarm. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to: receive patient health data; determine a score using a trained machine learning model; determine a threshold value using an adaptive threshold tuning learning model; compare the score to the threshold value; and generate an alarm.

Abstract: A method of predicting patient deterioration includes receiving an electronic health record data set of the patient, determining a risk score corresponding to the patient by analyzing the electronic health record data set of the patient using a trained machine learning model, determining a threshold value using an online/reinforcement learning model, comparing the risk score to the threshold value, and when the risk score exceeds the threshold value, generating an alarm. A non-transitory computer readable medium includes program instructions that when executed, cause the computer to receive a list of patients, display selectable patient information corresponding to each of the list of patients according to an ordering established by a feature importance algorithm, receive a selection, retrieve vital sign information corresponding to the selection, and display the vital sign information.

Abstract: A smart locker system with assistance for a visually impaired user is disclosed. Each locker in the smart locker system includes a beacon that emits a signal either before the locker door is released or at the same time as the locker door is released. The beacon is used by a visually impaired user to locate the specified locker before it opens or at the same time as it opens. The beacon may be a haptic device that causes the specified locker to vibrate, which allows the user to find the locker by feel. The beacon may also be an auditory device that causes the specified locker to emit a sound, which allows the user to find the locker by sound.