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Page 1
Towards conversational diagnostic artificial intelligence.
Tu T, Schaekermann M, Palepu A, Saab K, Freyberg J, Tanno R, Wang A, Li B, Amin M, Cheng Y, Vedadi E, Tomasev N, Azizi S, Singhal K, Hou L, Webson A, Kulkarni K, Mahdavi SS, Semturs C, Gottweis J, Barral J, Chou K, Corrado GS, Matias Y, Karthikesalingam A, Natarajan V. Tu T, et al. Among authors: freyberg j. Nature. 2025 Apr 9. doi: 10.1038/s41586-025-08866-7. Online ahead of print. Nature. 2025. PMID: 40205050
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging.
Azizi S, Culp L, Freyberg J, Mustafa B, Baur S, Kornblith S, Chen T, Tomasev N, Mitrović J, Strachan P, Mahdavi SS, Wulczyn E, Babenko B, Walker M, Loh A, Chen PC, Liu Y, Bavishi P, McKinney SM, Winkens J, Roy AG, Beaver Z, Ryan F, Krogue J, Etemadi M, Telang U, Liu Y, Peng L, Corrado GS, Webster DR, Fleet D, Hinton G, Houlsby N, Karthikesalingam A, Norouzi M, Natarajan V. Azizi S, et al. Among authors: freyberg j. Nat Biomed Eng. 2023 Jun;7(6):756-779. doi: 10.1038/s41551-023-01049-7. Epub 2023 Jun 8. Nat Biomed Eng. 2023. PMID: 37291435
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians.
Dvijotham KD, Winkens J, Barsbey M, Ghaisas S, Stanforth R, Pawlowski N, Strachan P, Ahmed Z, Azizi S, Bachrach Y, Culp L, Daswani M, Freyberg J, Kelly C, Kiraly A, Kohlberger T, McKinney S, Mustafa B, Natarajan V, Geras K, Witowski J, Qin ZZ, Creswell J, Shetty S, Sieniek M, Spitz T, Corrado G, Kohli P, Cemgil T, Karthikesalingam A. Dvijotham KD, et al. Among authors: freyberg j. Nat Med. 2023 Jul;29(7):1814-1820. doi: 10.1038/s41591-023-02437-x. Epub 2023 Jul 17. Nat Med. 2023. PMID: 37460754
Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.
Guha Roy A, Ren J, Azizi S, Loh A, Natarajan V, Mustafa B, Pawlowski N, Freyberg J, Liu Y, Beaver Z, Vo N, Bui P, Winter S, MacWilliams P, Corrado GS, Telang U, Liu Y, Cemgil T, Karthikesalingam A, Lakshminarayanan B, Winkens J. Guha Roy A, et al. Among authors: freyberg j. Med Image Anal. 2022 Jan;75:102274. doi: 10.1016/j.media.2021.102274. Epub 2021 Oct 20. Med Image Anal. 2022. PMID: 34731777
Slower rate of binocular rivalry in autism.
Robertson CE, Kravitz DJ, Freyberg J, Baron-Cohen S, Baker CI. Robertson CE, et al. Among authors: freyberg j. J Neurosci. 2013 Oct 23;33(43):16983-91. doi: 10.1523/JNEUROSCI.0448-13.2013. J Neurosci. 2013. PMID: 24155303 Free PMC article.
Evaluating medical AI systems in dermatology under uncertain ground truth.
Stutz D, Cemgil AT, Roy AG, Matejovicova T, Barsbey M, Strachan P, Schaekermann M, Freyberg J, Rikhye R, Freeman B, Matos JP, Telang U, Webster DR, Liu Y, Corrado GS, Matias Y, Kohli P, Liu Y, Doucet A, Karthikesalingam A. Stutz D, et al. Among authors: freyberg j. Med Image Anal. 2025 Apr 9;103:103556. doi: 10.1016/j.media.2025.103556. Online ahead of print. Med Image Anal. 2025. PMID: 40222196
19 results