Gamified Crowdsourcing as a Novel Approach to Lung Ultrasound Dataset Labeling: A Prospective Analysis (Preprint)

Machine learning (ML) models can yield faster and more accurate medical diagnoses; however, developing ML models is limited by a lack of high-quality labeled training data. Crowdsourced labeling is a potential solution but can be constrained by concerns about label quality.