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Schenk Composer: A framework for algorithmic music generation
Unmet Need Music composition remains largely inaccessible to individuals without formal training in music theory, despite growing interest in AI-assisted creative tools. Existing AI-generated music solutions frequently produce results that are uninterpretable and unpredictable, offering…
A predictive model for early detection of psychiatric risk in adolescents
Unmet Need According to the World Health Organization, nearly 15% of adolescents (10 to 19-year-olds) experience a mental health condition, many of which remain undiagnosed and untreated. Since the beginning of the COVID-19 pandemic, the…
Duke Competency-Based Clinical Research Professional Onboarding Toolkit
Unmet Need Currently, there are an estimated 5.7 million clinical research employees in the USA, along with an estimated 62,000 job openings. Despite this being a large field of employment in the USA, employee training…
The Fit Together Playbook: a curriculum that fosters community partnerships to fight child obesity
Unmet Need Childhood obesity affects 1 in 5 children resulting in more than 14.7 million obese children ages 2-19 years old in the United States. Many factors can contribute and cause obesity including diet, lack…
Cardiac rhythm interpretation flipbook
Unmet Need Nurses caring for patients who require ECG monitoring are trained in rhythm interpretation in order to identify normal and abnormal cardiac conditions and to apply appropriate therapeutic interventions. However, studies have shown a…