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Yossi Matias

Professor

1988 …2025

Research activity per year

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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., 2025, (Accepted/In press) In: Nature Human Behaviour.

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

    Open Access
    1 Scopus citations

  • 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
    8 Scopus citations

  • Evaluating medical AI systems in dermatology under uncertain ground truth

    Stutz, D., Cemgil, A. T., Roy, A. G., Matejovicova, T., Barsbey, M., Strachan, P., Schaekermann, M., Freyberg, J., Rikhye, R., Freeman, B., Matos, J. P., Telang, U., Webster, D. R., Liu, Y., Corrado, G. S., Matias, Y., Kohli, P., Liu, Y., Doucet, A. & Karthikesalingam, A., Jul 2025, In: Medical Image Analysis. 103, 103556.

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

  • Performance of a Deep Learning Diabetic Retinopathy Algorithm in India

    Brant, A., Singh, P., Yin, X., Yang, L., Nayar, J., Jeji, D., Matias, Y., Corrado, G. S., Webster, D. R., Virmani, S., Meenu, A., Kannan, N. B., Krause, J., Thng, F., Peng, L., Liu, Y., Widner, K. & Ramasamy, K., 19 Mar 2025, In: JAMA network open. 8, 3, e250984.

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

    Open Access
    1 Scopus citations

  • 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
    28 Scopus citations
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