Ground truth or dare: Factors affecting the creation of medical datasets for training AI

HD Zając, NR Avlona, F Kensing… - Proceedings of the …, 2023 - dl.acm.org
One of the core goals of responsible AI development is ensuring high-quality training
datasets. Many researchers have pointed to the importance of the annotation step in the …

Evaluation of a Structured Review Process for Emergency Department Return Visits with Admission

Z Grabinski, K Woo, O Akindutire, C Dahn… - The Joint Commission …, 2024 - Elsevier
Background Review of emergency department (ED) revisits with admission allows
identification of improvement opportunities. Applying a health equity lens to revisits may …

[HTML][HTML] Performance and agreement when annotating chest X-ray text reports—a preliminary step in the development of a deep learning-based prioritization and …

D Li, LM Pehrson, R Bonnevie, M Fraccaro, J Thrane… - Diagnostics, 2023 - mdpi.com
A chest X-ray report is a communicative tool and can be used as data for developing artificial
intelligence-based decision support systems. For both, consistent understanding and …

[PDF][PDF] Performance and Agreement When Annotating Chest X-ray Text Reports—A Preliminary Step in the Development of a Deep Learning-Based Prioritization and …

D Li, LM Pehrson, R Bonnevie, M Fraccaro, J Thrane… - 2023 - marcofraccaro.github.io
A chest X-ray report is a communicative tool and can be used as data for developing artificial
intelligence-based decision support systems. For both, consistent understanding and …