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Data quality assurance framework for machine learning in healthcare

Data quality assurance framework for machine learning in healthcare

Unmet Need Currently, larger clinical datasets and electronic health records are fraught with unstandardized parameters and invalid datapoints that can cascade in downstream analyses. Such errors have a 92% incidence rate. These errors would be…

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Anesthesiology Resource Management System (ARMS), an AI software to predict and plan resource utilization

Anesthesiology Resource Management System (ARMS), an AI software to predict and plan resource utilization

Unmet Need Surgery makes up a majority of both the costs and revenue for major hospitals, with operating rooms accounting for 40% of an average hospital’s annual budget. Human resources, especially in anesthesia, are among…

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An algorithm to measure social traits like trustworthiness in video interactions

An algorithm to measure social traits like trustworthiness in video interactions

Unmet Need As humans interact with each other, their emotions and behaviors become coordinated over time. This phenomenon is referred to as “social synchrony”. These types of socially synchronized interactions correlate with how much people…

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Machine learning model to improve adult ADHD diagnosis

Machine learning model to improve adult ADHD diagnosis

Unmet Need Attention-deficit hyperactivity disorder (ADHD) is a common neurodevelopmental disorder with a substantial effect on families and society. It is marked by the person’s hyperactivity, inability to keep focus and control impulsive behaviors. Despite…

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An algorithm for tracking nutrition that can accurately categorize foods based on image

An algorithm for tracking nutrition that can accurately categorize foods based on image

Unmet Need Obesity prevalence for adults in the United States has reached 42.4% according to the most recent report from the National Center for Health Statistics. Given the public health and medical consequences of obesity…

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Drug diversion surveillance dashboard

Drug diversion surveillance dashboard

Value Proposition Prescription drug diversion is defined as the illegal distribution or misuse of prescription medications. Drugs that are susceptible to abuse and addiction in at-risk individuals are commonly involved. In the light of nationwide…

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