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Published at October 21

Random Token Fusion for Multi-View Medical Diagnosis

cs.CV

cs.AI

Released Date: October 21, 2024

Authors: Jingyu Guo¹, Christos Matsoukas¹, Fredrik Strand², Kevin Smith¹

Aff.: ¹KTH Royal Institute of Technology, Stockholm, Sweden; Science for Life Laboratory, Stockholm, Sweden; ²Karolinska Institutet, Stockholm, Sweden; Karolinska University Hospital, Stockholm, Sweden

Arxiv: https://arxiv.org/abs/2410.15847v1

View	DDSM, AUC $\uparrow$	View	CheXpert, AUC $\uparrow$
Only CC	0.730 $\pm$ 0.004	Only Frontal	0.838 $\pm$ 0.003
Only MLO	0.747 $\pm$ 0.022	Only Lateral	0.832 $\pm$ 0.002
Late fusion	0.799 $\pm$ 0.008	Late fusion	0.841 $\pm$ 0.001
Fusion w/ RTF	0.815 $\pm$ 0.001	Fusion w/ RTF	0.849 $\pm$ 0.001