Dies ist eine Übersichtsseite mit Metadaten zu dieser wissenschaftlichen Arbeit. Der vollständige Artikel ist beim Verlag verfügbar.
Report on the Fifth International Workshop on Health Data Management in the Era of AI (HeDAI 2023)
0
Zitationen
3
Autoren
2024
Jahr
Abstract
Artificial intelligence (AI) technologies have the potential to drastically improve healthcare delivery globally. However, healthcare data are diverse, complex, and very large in size. Better information management techniques are needed to deal with the volume and heterogeneity of healthcare data. Better AI techniques are needed to fully harness healthcare datasets to improve healthcare delivery and quality of care for patients. Our workshop aimed to bring together diverse group of researchers and practitioners interested in developing next-generation solutions for challenging problems in healthcare systems. A wide range of topics ranging from federated approaches for data sharing to machine learning for predictive analytics to medical question answering were discussed during the workshop.
Ähnliche Arbeiten
Biostatistical Analysis
1996 · 35.445 Zit.
UCI Machine Learning Repository
2007 · 24.290 Zit.
An introduction to ROC analysis
2005 · 20.576 Zit.
The use of the area under the ROC curve in the evaluation of machine learning algorithms
1997 · 7.091 Zit.
A method of comparing the areas under receiver operating characteristic curves derived from the same cases.
1983 · 7.061 Zit.