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Published at November 17

Label Sharing Incremental Learning Framework for Independent Multi-Label Segmentation Tasks

cs.CV

cs.AI

Released Date: November 17, 2024

Authors: Deepa Anand¹, Bipul Das¹, Vyshnav Dangeti¹, Antony Jerald¹, Rakesh Mullick¹, Uday Patil¹, Pakhi Sharma¹, Prasad Sudhakar¹

Aff.: ¹Science and Technology Organization, GE HealthCare, Bangalore, India

Arxiv: http://arxiv.org/abs/2411.11105v1

Refer to caption

	Pelvic Region	Abdomen Region	Chest Region	Head Region
Multichannel	0.913	0.851	0.953
DoD Model	0.908	0.838	0.951
Label Sharing	0.923	0.85	0.966
Label Sharing - IL	0.912	0.834	0.948	0.893
Individual	0.925	0.861	0.961	0.897