Lei Zhang

Adjunct Prof

Accepting PhD Students

PhD projects

https://supervisorconnect.med.monash.edu/

20042024

Research activity per year

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  • 2022

    Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings

    Yu, Z., Nguyen, T., Gal, Y., Ju, L., Chandra, S. S., Zhang, L., Bonnington, P., Mar, V., Wang, Z. & Ge, Z., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022: 25th International Conference, Singapore, September 18–22, 2022, Proceedings, Part I. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). 1st ed. Cham Switzerland: Springer, p. 594-603 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13433 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    4 Citations (Scopus)
  • 2021

    End-to-End Ugly Duckling Sign Detection for Melanoma Identification with Transformers

    Yu, Z., Mar, V., Eriksson, A., Chandra, S., Bonnington, P., Zhang, L. & Ge, Z., 2021, Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 - 24th International Conference, Proceedings. de Bruijne, M., Cattin, P. C., Cotin, S., Padoy, N., Speidel, S., Zheng, Y. & Essert, C. (eds.). Cham Switzerland: Springer, p. 176-184 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12907 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    6 Citations (Scopus)