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Dive into the research topics where Yossi Matias is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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, , May 2025, In: Nature Human Behaviour. 9, 5, p. 1041-1055 15 p.Research output: Contribution to journal › Article › peer-review
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Closing the AI generalisation gap by adjusting for dermatology condition distribution differences across clinical settings
Rikhye, R. V., Loh, A., Hong, G. E., Singh, P., Smith, M. A., Muralidharan, V., Wong, D., Sayres, R., Jain, A., Phung, M., Betancourt, N., Fong, B., Sahasrabudhe, R., Nasim, K., Eschholz, A., Mustafa, B., Freyberg, J., Spitz, T., Matias, Y. & Corrado, G. S. & 7 others, , Jun 2025, In: EBioMedicine. 116, 105766.Research output: Contribution to journal › Article › peer-review
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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, , Feb 2025, In: Nature Medicine. 31, 2, p. 599-608 10 p., j4683.Research output: Contribution to journal › Article › peer-review
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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
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Generative AI for medical education: Insights from a case study with medical students and an AI tutor for clinical reasoning
Wang, A., Ruparel, R., Iurchenko, A., Jhun, P., Séguin, J. A., Strachan, P., Wong, R., Karthikesalingam, A., Matias, Y., Hassidim, A., Webster, D., Semturs, C., Krause, J. & Schaekermann, M., 26 Apr 2025, CHI EA 2025 - Extended Abstracts of the 2025 CHI Conference on Human Factors in Computing Systems. 303. (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review