no code implementations • 9 Feb 2024 • Amelia Jiménez-Sánchez, Natalia-Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Hubert Dariusz Zając, Veronika Cheplygina
We present "actionability" as a conceptual metric to reveal the data quality gap between characteristics of data on CCPs and the desired characteristics of data for AI in healthcare.
no code implementations • 6 Feb 2024 • Hocine Kadi, Théo Sourget, Marzena Kawczynski, Sara Bendjama, Bruno Grollemund, Agnès Bloch-Zupan
The mAP was improved to 0, 82 when data augmentation techniques are used.
2 code implementations • 5 Feb 2024 • Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
We applied both tools on a study of the usage of 20 publicly available medical datasets in papers from MICCAI and MIDL.