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A longitudinal education database for insight into medical school outcomes
Unmet Need There are roughly 150,000 medical residents in the US, and each trainee must meet certain benchmarks as they progress through their training. Each resident will have many datapoints collected over the course of…
An eLearning platform with comprehensive engagement analytics and curated content to advance surgical education
Unmet Need As medicine continues to evolve and complexify while academic faculty face growing time constraints, self-study tools like online learning (eLearning) become invaluable for bridging the gap in medical trainee education. In particular, eLearning…
The Delirium Care Process Model: An interactive flowchart to standardize and inform delirium diagnosis and care
Unmet Need In the United States, the geriatric population was estimated to be about 55.8 million in 2020, comprising 17% of the total population. The size of this population is only expected to increase as…
Data science and Python training modules for healthcare professionals
Unmet Need Data analytics and machine learning tools are becoming increasingly prevalent in healthcare settings, assisting in data organization, disease diagnosis, and treatment prediction. In North America alone, the machine learning market in the life…
Augmented Reality for Neurosurgery
Unmet Need Approximately 30% of the 3.5 million epilepsy patients in the United States struggle to control seizures despite receiving existing treatments. These patients often undergo neurosurgery to help alleviate their symptoms. Surgical planning involves…
At-home acute hospital care guidebook
Unmet Need Over the last 40 years, the number of hospitals and hospital beds in the U.S. has declined, while the demand for emergency department services has increased. As a result, a reported 90% of…
System and method for training radiation treatment planners using knowledge-based models
Unmet Need Cancer is a leading cause of death worldwide, with almost 10 million deaths and over 19 million new cases in 2020. These numbers are expected to grow, with 28 million new cases estimated…
A software as a service product that improves the teaching assignment process at universities: Teaching Assignment Management System (TAMS)
Unmet Need Over the years like most schools, Duke administrative staff had developed their own assignment management processes using a combination of institutional knowledge, electronic faculty surveys and manually updated spreadsheets. It was always a…