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Jan Freyberg
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Big self-supervised models advance medical image classification
S Azizi, B Mustafa, F Ryan, Z Beaver, J Freyberg, J Deaton, A Loh, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
4752021
Slower rate of binocular rivalry in autism
CE Robertson, DJ Kravitz, J Freyberg, S Baron-Cohen, CI Baker
Journal of Neuroscience 33 (43), 16983-16991, 2013
1642013
Effects of cannabidiol on brain excitation and inhibition systems; a randomised placebo-controlled single dose trial during magnetic resonance spectroscopy in adults with and …
CM Pretzsch, J Freyberg, B Voinescu, D Lythgoe, J Horder, MA Mendez, ...
Neuropsychopharmacology 44 (8), 1398-1405, 2019
1382019
Tunnel vision: sharper gradient of spatial attention in autism
CE Robertson, DJ Kravitz, J Freyberg, S Baron-Cohen, CI Baker
Journal of Neuroscience 33 (16), 6776-6781, 2013
1242013
Does your dermatology classifier know what it doesn’t know? detecting the long-tail of unseen conditions
AG Roy, J Ren, S Azizi, A Loh, V Natarajan, B Mustafa, N Pawlowski, ...
Medical Image Analysis 75, 102274, 2022
932022
Supervised transfer learning at scale for medical imaging
B Mustafa, A Loh, J Freyberg, P MacWilliams, M Wilson, SM McKinney, ...
arXiv preprint arXiv:2101.05913, 2021
662021
Robust and efficient medical imaging with self-supervision
S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...
arXiv preprint arXiv:2205.09723, 2022
512022
Reduced perceptual exclusivity during object and grating rivalry in autism
J Freyberg, CE Robertson, S Baron-Cohen
Journal of vision 15 (13), 11-11, 2015
472015
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...
Nature Biomedical Engineering 7 (6), 756-779, 2023
462023
Interactive concept bottleneck models
K Chauhan, R Tiwari, J Freyberg, P Shenoy, K Dvijotham
Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 5948-5955, 2023
262023
Towards conversational diagnostic ai
T Tu, A Palepu, M Schaekermann, K Saab, J Freyberg, R Tanno, A Wang, ...
arXiv preprint arXiv:2401.05654, 2024
222024
Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
K Dvijotham, J Winkens, M Barsbey, S Ghaisas, R Stanforth, N Pawlowski, ...
Nature Medicine 29 (7), 1814-1820, 2023
192023
Detecting shortcut learning for fair medical AI using shortcut testing
A Brown, N Tomasev, J Freyberg, Y Liu, A Karthikesalingam, J Schrouff
Nature Communications 14 (1), 4314, 2023
142023
Baal, a bayesian active learning library
P Atighehchian, F Branchaud-Charron, J Freyberg, R Pardinas, L Schell, ...
GitHub. https://github. com/ElementAI/baal/ GRS, 2019
132019
Typical magnitude and spatial extent of crowding in autism
J Freyberg, CE Robertson, S Baron-Cohen
Journal of Vision 16 (5), 17-17, 2016
132016
Big self-supervised models advance medical image classification (2021)
S Azizi, B Mustafa, F Ryan, Z Beaver, J Freyberg, J Deaton, A Loh, ...
arXiv preprint arXiv:2101.05224, 0
8
Big self-supervised models advance medical image classification. arXiv
S Azizi, B Mustafa, F Ryan, Z Beaver, J Freyberg, J Deaton, A Loh, ...
arXiv preprint arXiv:2101.05224, 2021
72021
Atypical binocular rivalry dynamics of simple and complex stimuli in autism
J Freyberg, C Robertson, S Baron-Cohen
Journal of vision 15 (12), 643-643, 2015
62015
Objects of violence: synthetic data for practical ML in human rights investigations
L Kermode, J Freyberg, A Akturk, R Trafford, D Kochetkov, R Pardinas, ...
arXiv preprint arXiv:2004.01030, 2020
52020
Detecting and preventing shortcut learning for fair medical ai using shortcut testing (short)
A Brown, N Tomasev, J Freyberg, Y Liu, A Karthikesalingam, J Schrouff
arXiv preprint arXiv:2207.10384, 2022
32022
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