MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images

Andres Diaz-Pinto, Sachidanand Alle, Vishwesh Nath, Yucheng Tang, Alvin Ihsani, Muhammad Asad, Fernando Pérez-García, Pritesh Mehta, Wenqi Li, Mona Flores, Holger R. Roth, Tom Vercauteren, Daguang Xu, Prerna Dogra, Sébastien Ourselin, Andrew Feng, M. Jorge Cardoso

Abstract: Highlights•A free and open-source platform that facilitates annotation of 3D medical image datasets.•Readily supports locally installed (3DSlicer) and web-based (OHIF) frontends.•Two Active Learning strategies to facilitate and speed up the training of segmentation algorithms.