Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2

Sorensen, T., “A method of establishing groups of equal amplitude in plant sociology based on similarity of species content and its application to analyses of the vegetation on danish commons,” Biologiske skrifter

1948

Earlier work this paper cites.

Ambellan, F., Tack, A., Ehlke, M., and Zachow, S., “Automated segmentation of knee bone and cartilage combining statistical shape knowledge and convolutional neural networks: Data from the osteoarthritis initiative,” Medical image analysis

2019

Earlier work this paper cites.

Kirillov, A., Mintun, E., Ravi, N., Mao, H., Rolland, C., Gustafson, L., Xiao, T., Whitehead, S., Berg, A. C., Lo, W.-Y., Dollár, P., and Girshick, R., “Segment anything,” arXiv:2304.02643

Original

2023

Earlier work this paper cites.

Cheng, J., Ye, J., Deng, Z., Chen, J., Li, T., Wang, H., Su, Y., Huang, Z., Chen, J., Sun, L. J. H., He, J., Zhang, S., Zhu, M., and Qiao, Y., “Sam-med2d,” (2023)

2023

Cited alongside, same era.

Mazurowski, M. A., Dong, H., Gu, H., Yang, J., Konz, N., and Zhang, Y., “Segment anything model for medical image analysis: an experimental study,” Medical Image Analysis

2023

Cited alongside, same era.

Wu, J., Ji, W., Liu, Y., Fu, H., Xu, M., Xu, Y., and Jin, Y., “Medical sam adapter: Adapting segment anything model for medical image segmentation,” (2023)

2023

Cited alongside, same era.

Ryali, C., Hu, Y.-T., Bolya, D., Wei, C., Fan, H., Huang, P.-Y., Aggarwal, V., Chowdhury, A., Poursaeed, O., Hoffman, J., Malik, J., Li, Y., and Feichtenhofer, C., “Hiera: A hierarchical vision transformer without the bells-and-whistles,” ICML

2023

Later among the works it cites.

Ma, J., He, Y., Li, F., Han, L., You, C., and Wang, B., “Segment anything in medical images,” Nature Communications

2024

Closest in time.

Ravi, N., Gabeur, V., Hu, Y.-T., Hu, R., Ryali, C., Ma, T., Khedr, H., Rädle, R., Rolland, C., Gustafson, L., Mintun, E., Pan, J., Alwala, K. V., Carion, N., Wu, C.-Y., Girshick, R., Dollár, P., and Feichtenhofer, C., “Sam 2: Segment anything in images and videos,” arXiv preprint arXiv:2408.00714

Original

2024

Closest in time.