A. M. Alaa, F. J. Gilbert, Y. Huang, M. van der Schaar, "Machine Learning for Identifying the Value of Digital Breast Tomosynthesis using Data from a Multicentre Retrospective Study,"
Radiological Society of North America (RSNA), 2018. [Link] [Presentation]
A. Alaa, K. H. Moon, W. Hsu and M. van der Schaar, "ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening,"
IEEE Transactions on Multimedia - Special Issue on Multimedia-based Healthcare, 2016. [Link]
L. Song, W. Hsu, J. Xu and M. van der Schaar, "Using contextual learning to improve diagnostic accuracy: application in breast cancer screening,"
IEEE J. Biomedical and Health Informatics, 2015. [Link]
C. Tekin and M. van der Schaar, "Active Learning in Context-Driven Stream Mining with an Application to Image Mining,"
IEEE Trans. Image Process., vol. 24, no. 11, pp. 3666-3679, 2015. [Link]
C. Tekin, O. Atan and M. van der Schaar, "Discover the Expert: Context-Adaptive Expert Selection for Medical Diagnosis,"
IEEE Transactions on Emerging Topics in Computing, vol. 3, no. 2, pp. 220 - 234, 2015. [Link]