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Matias Yossi

Professor

Tel Aviv University

20112025

Research activity per year

Collaborations and top research areas from the last five years

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  • A unified acoustic-to-speech-to-language embedding space captures the neural basis of natural language processing in everyday conversations

    Goldstein, A., Wang, H., Niekerken, L., Schain, M., Zada, Z., Aubrey, B., Sheffer, T., Nastase, S. A., Gazula, H., Singh, A., Rao, A., Choe, G., Kim, C., Doyle, W., Friedman, D., Devore, S., Dugan, P., Hassidim, A., Brenner, M. & Matias, Y. & 3 others, Devinsky, O., Flinker, A. & Hasson, U., 7 Mar 2025, (Published Online) In: Nature Human Behaviour.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Collaboration between clinicians and vision–language models in radiology report generation

    Tanno, R., Barrett, D. G. T., Sellergren, A., Ghaisas, S., Dathathri, S., See, A., Welbl, J., Lau, C., Tu, T., Azizi, S., Singhal, K., Schaekermann, M., May, R., Lee, R., Man, S. W., Mahdavi, S., Ahmed, Z., Matias, Y., Barral, J. & Eslami, S. M. A. & 9 others, Belgrave, D., Liu, Y., Kalidindi, S. R., Shetty, S., Natarajan, V., Kohli, P., Huang, P. S., Karthikesalingam, A. & Ktena, I., Feb 2025, In: Nature Medicine. 31, 2, p. 599-608 10 p., j4683.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Toward expert-level medical question answering with large language models

    Singhal, K., Tu, T., Gottweis, J., Sayres, R., Wulczyn, E., Amin, M., Hou, L., Clark, K., Pfohl, S. R., Cole-Lewis, H., Neal, D., Rashid, Q. M., Schaekermann, M., Wang, A., Dash, D., Chen, J. H., Shah, N. H., Lachgar, S., Mansfield, P. A. & Prakash, S. & 15 others, Green, B., Dominowska, E., Agüera y Arcas, B., Tomašev, N., Liu, Y., Wong, R., Semturs, C., Mahdavi, S. S., Barral, J. K., Webster, D. R., Corrado, G. S., Matias, Y., Azizi, S., Karthikesalingam, A. & Natarajan, V., Mar 2025, In: Nature Medicine. 31, 3, p. 943-950 8 p., 16.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Triaging mammography with artificial intelligence: an implementation study

    Friedewald, S. M., Sieniek, M., Jansen, S., Mahvar, F., Kohlberger, T., Schacht, D., Bhole, S., Gupta, D., Prabhakara, S., McKinney, S. M., Caron, S., Melnick, D., Etemadi, M., Winter, S., Saensuksopa, T., Maciel, A., Speroni, L., Sevenich, M., Agharwal, A. & Zhang, R. & 10 others, Duggan, G., Kadowaki, S., Kiraly, A. P., Yang, J., Mustafa, B., Matias, Y., Corrado, G. S., Tse, D., Eswaran, K. & Shetty, S., 2025, (Accepted/In press) In: Breast Cancer Research and Treatment. e200265.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • An intentional approach to managing bias in general purpose embedding models

    Weng, W. H., Sellergen, A., Kiraly, A. P., D'Amour, A., Park, J., Pilgrim, R., Pfohl, S., Lau, C., Natarajan, V., Azizi, S., Karthikesalingam, A., Cole-Lewis, H., Matias, Y., Corrado, G. S., Webster, D. R., Shetty, S., Prabhakara, S., Eswaran, K., Celi, L. A. G. & Liu, Y., Feb 2024, In: The Lancet Digital Health. 6, 2, p. e126-e130

    Research output: Contribution to journal › Review article › peer-review

    Open Access
View all 51 Research outputs