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발행년	- (예 : 2010-2015)

Does encouraging mastery goals benefit performance in a scoring exercise? It may depend on chronic self-adopted achievement goals

Academic Journal

Winkens, J.; Hamstra, M.R.W.

In: Scandinavian Journal of Psychology. (Scandinavian Journal of Psychology, April 2024, 65(2):339-345)

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Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians

Academic Journal

Dvijotham, K.D.; Winkens, J.; Barsbey, M.; Ghaisas, S.; Stanforth, R.; Ahmed, Z.; Bachrach, Y.; Kohli, P.; Cemgil, T.; Pawlowski, N.; Strachan, P.; Daswani, M.; Freyberg, J.; Kelly, C.; Spitz, T.; Karthikesalingam, A.; Azizi, S.; Culp, L.; Kiraly, A.; Kohlberger, T.; Natarajan, V.; Shetty, S.; Sieniek, M.; Corrado, G.; McKinney, S.; Mustafa, B.; Geras, K.; Witowski, J.; Qin, Z.Z.; Creswell, J.

In: Nature Medicine. (Nature Medicine, July 2023, 29(7):1814-1820)

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Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

Academic Journal

Azizi, S.; Culp, L.; Freyberg, J.; Mustafa, B.; Baur, S.; Kornblith, S.; Chen, T.; Strachan, P.; Mahdavi, S.S.; Wulczyn, E.; Babenko, B.; Walker, M.; Loh, A.; Chen, P.-H.C.; Liu, Y.; Bavishi, P.; McKinney, S.M.; Winkens, J.; Roy, A.G.; Beaver, Z.; Krogue, J.; Telang, U.; Liu, Y.; Peng, L.; Corrado, G.S.; Webster, D.R.; Fleet, D.; Hinton, G.; Houlsby, N.; Karthikesalingam, A.; Norouzi, M.; Natarajan, V.; Tomasev, N.; Mitrović, J.; Ryan, F.; Etemadi, M.

In: Nature Biomedical Engineering. (Nature Biomedical Engineering, June 2023, 7(6):756-779)

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Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions

Academic Journal

Guha Roy, A.; Azizi, S.; Loh, A.; Natarajan, V.; Pawlowski, N.; Freyberg, J.; Liu, Y.; Beaver, Z.; Vo, N.; Bui, P.; Winter, S.; MacWilliams, P.; Corrado, G.S.; Telang, U.; Liu, Y.; Karthikesalingam, A.; Winkens, J.; Ren, J.; Mustafa, B.; Lakshminarayanan, B.; Cemgil, T.

In: Medical Image Analysis. (Medical Image Analysis, January 2022, 75)

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Predicting conversion to wet age-related macular degeneration using deep learning

Academic Journal

Yim, J.; Chopra, R.; Obika, A.; Meyer, C.; Hassabis, D.; Suleyman, M.; Back, T.; Ledsam, J.R.; De Fauw, J.; Lukic, M.; Huemer, J.; Fasler, K.; Moraes, G.; Khaw, P.T.; Keane, P.A.; Spitz, T.; Winkens, J.; Kelly, C.; Askham, H.; Wilson, M.; Dixon, J.; Hughes, C.; Karthikesalingam, A.; King, D.; Rees, G.

In: Nature Medicine. (Nature Medicine, 1 June 2020, 26(6):892-899)

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Context-dependent reachability analysis for hybrid systems

Conference

Schupp, S.; Winkens, J.; Abraham, E.

In: Proceedings - 2018 IEEE 19th International Conference on Information Reuse and Integration for Data Science, IRI 2018, Proceedings - 2018 IEEE 19th International Conference on Information Reuse and Integration for Data Science, IRI 2018. (Proceedings - 2018 IEEE 19th International Conference on Information Reuse and Integration for Data Science, IRI 2018, 2 August 2018, :518-525)

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Rotation equivariant CNNs for digital pathology

Book

Veeling, B.S.; Linmans, J.; Winkens, J.; Cohen, T.; Welling, M.

In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, 11071 LNCS:210-218)

Scopus Find it@PNU

Rotation equivariant CNNs for digital pathology

Veeling, B.S.; Linmans, J.; Winkens, J.; Cohen, T.; Welling, M.

In: arXiv. (arXiv, 8 June 2018)

Scopus

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