Five simultaneous artificial intelligence data challenges on ultrasound, CT, and MRI.
Sign Up to like & getrecommendations! Published in 2019 at "Diagnostic and interventional imaging"
DOI: 10.1016/j.diii.2019.02.001
Abstract: PURPOSE The goal of this data challenge was to create a structured dynamic with the following objectives: (1) teach radiologists the new rules of General Data Protection Regulation (GDPR), while building a large multicentric prospective database… read more here.
Keywords: challenge; data challenges; radiology; mri ... See more keywords
Data Challenges as a Tool for Time-domain Astronomy
Sign Up to like & getrecommendations! Published in 2019 at "Publications of the Astronomical Society of the Pacific"
DOI: 10.1088/1538-3873/ab311d
Abstract: Data challenges are emerging as powerful tools with which to answer fundamental astronomical questions. Time-domain astronomy lends itself to data challenges, particularly in the era of classification and anomaly detection. With improved sensitivity of wide-field… read more here.
Keywords: data challenges; domain astronomy; time domain; astronomy ... See more keywords
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Pattern Analysis and Machine Intelligence"
DOI: 10.1109/tpami.2020.3031898
Abstract: Representation learning with small labeled data have emerged in many problems, since the success of deep neural networks often relies on the availability of a huge amount of labeled data that is expensive to collect.… read more here.
Keywords: labeled data; semi; data challenges; unsupervised semi ... See more keywords