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Robust and Efficient Medical Imaging with Self-Supervision

S. Azizi, L. Culp, J. Freyberg, B. Mustafa, S. Baur, S. Kornblith, T. Chen, P. MacWilliams, S. Mahdavi, E. Wulczyn, B. Babenko, M. Wilson, A. Loh, P. Chen, Y. Liu, P. Bavishi, S. McKinney, J. Winkens, A. Roy, Z. Beaver, F. Ryan, J. Krogue, M. Etemadi, U. Telang, Y. Liu, L. Peng, G. Corrado, D. Webster, D. Fleet, G. Hinton, N. Houlsby, A. Karthikesalingam, M. Norouzi, and V. Natarajan. (July 2022)arXiv:2205.09723 cs.

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Jutta Freyberg

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Evaluating AI systems under uncertain ground truth: a case study in dermatology.D. Stutz, A. Cemgil, A. Roy, T. Matejovicova, M. Barsbey, P. Strachan, M. Schaekermann, J. Freyberg, R. Rikhye, B. Freeman and 10 other author(s). CoRR, (2023)Robust and Efficient Medical Imaging with Self-Supervision.S. Azizi, L. Culp, J. Freyberg, B. Mustafa, S. Baur, S. Kornblith, T. Chen, P. MacWilliams, S. Mahdavi, E. Wulczyn and 24 other author(s). CoRR, (2022)MINT: A wrapper to make multi-modal and multi-image AI models interactive.J. Freyberg, A. Roy, T. Spitz, B. Freeman, M. Schaekermann, P. Strachan, E. Schnider, R. Wong, D. Webster, A. Karthikesalingam and 3 other author(s). CoRR, (2024)Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.A. Roy, J. Ren, S. Azizi, A. Loh, V. Natarajan, B. Mustafa, N. Pawlowski, J. Freyberg, Y. Liu, Z. Beaver and 11 other author(s). Medical Image Anal., (2022)Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT).A. Brown, N. Tomasev, J. Freyberg, Y. Liu, A. Karthikesalingam, and J. Schrouff. CoRR, (2022)Objects of violence: synthetic data for practical ML in human rights investigations.L. Kermode, J. Freyberg, A. Akturk, R. Trafford, D. Kochetkov, R. Pardinas, E. Weizman, and J. Cornebise. CoRR, (2020)Interactive Concept Bottleneck Models.K. Chauhan, R. Tiwari, J. Freyberg, P. Shenoy, and K. Dvijotham. AAAI, page 5948-5955. AAAI Press, (2023)Supervised Transfer Learning at Scale for Medical Imaging.B. Mustafa, A. Loh, J. Freyberg, P. MacWilliams, M. Wilson, S. McKinney, M. Sieniek, J. Winkens, Y. Liu, P. Bui and 5 other author(s). CoRR, (2021)Interactive Concept Bottleneck Models.K. Chauhan, R. Tiwari, J. Freyberg, P. Shenoy, and K. Dvijotham. CoRR, (2022)Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings.R. Rikhye, A. Loh, G. Hong, P. Singh, M. Smith, V. Muralidharan, D. Wong, R. Sayres, M. Phung, N. Betancourt and 16 other author(s). CoRR, (2024)

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Disambiguation of "Freyberg, Jan"

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Robust and Efficient Medical Imaging with Self-Supervision

Please choose a person to relate this publication to

Jutta Freyberg

Burkhard Freyberg

Ulrich Freyberg

Herbert Freyberg

Bruno Freyberg

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Freyberg, Jan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Robust and Efficient Medical Imaging with Self-Supervision

Please choose a person to relate this publication to

Jutta Freyberg

Burkhard Freyberg

Ulrich Freyberg

Herbert Freyberg

Bruno Freyberg

Other publications of authors with the same name

Disambiguation

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URL
DOI
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Robust and Efficient Medical Imaging with Self-Supervision