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. Author manuscript; available in PMC: 2022 Jan 1.
Published in final edited form as: Med Image Anal. 2020 Oct 13;67:101840. doi: 10.1016/j.media.2020.101840

Table 2:

Genesis CT is pre-trained on only LUNA 2016 dataset (i.e., the source) and then fine-tuned for five distinct medical image applications (i.e., the targets). These target tasks are selected such that they show varying levels of semantic distance from the source, in terms of organs, diseases, and modalities, allowing us to investigate the transferability of the pre-trained weights of Genesis CT with respect to the domain distance. The cells checked by ✘ denote the properties that are different between the source and target datasets.

Task Disease Organ Dataset Modality
NCC
NCS
ECC
LCS
BMS