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Jan Freyberg

Big Self-Supervised Models Advance Medical Image Classification
2021 · Shekoofeh Azizi, Basil Mustafa, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 686
Towards conversational diagnostic artificial intelligence
2025 · Tao Tu, Mike Schaekermann, et al. · Nature · 366
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Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
2023 · Shekoofeh Azizi, Laura Culp, et al. · Nature Biomedical Engineering · 250
Effects of cannabidiol on brain excitation and inhibition systems; a randomised placebo-controlled single dose trial during magnetic resonance spectroscopy in adults with and without autism spectrum disorder
2019 · Charlotte Marie Pretzsch, Jan Freyberg, et al. · Neuropsychopharmacology · 154
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Slower Rate of Binocular Rivalry in Autism
2013 · Caroline E. Robertson, Dwight J. Kravitz, et al. · Journal of Neuroscience · 144
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Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
2023 · Krishnamurthy Dvijotham, Jim Winkens, et al. · Nature Medicine · 126
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Capabilities of Gemini Models in Medicine
2024 · Saab, Khaled, Tu, Tao, et al. · arXiv (Cornell University) · 117
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Towards Conversational Diagnostic AI
2024 · Tu, Tao, Palepu, Anil, et al. · arXiv (Cornell University) · 114
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Detecting shortcut learning for fair medical AI using shortcut testing
2023 · Alexander Brown, Nenad Tomasev, et al. · Nature Communications · 107
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Tunnel Vision: Sharper Gradient of Spatial Attention in Autism
2013 · Caroline E. Robertson, Dwight J. Kravitz, et al. · Journal of Neuroscience · 105
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Does your dermatology classifier know what it doesn’t know? Detecting the long-tail of unseen conditions
2021 · Abhijit Guha Roy, Jie Ren, et al. · Medical Image Analysis · 77
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Reduced perceptual exclusivity during object and grating rivalry in autism
2015 · Jan Freyberg, Caroline E. Robertson, et al. · Journal of Vision · 71
Supervised Transfer Learning at Scale for Medical Imaging
2021 · Mustafa, Basil, Loh, Aaron, et al. · arXiv (Cornell University) · 50
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Interactive Concept Bottleneck Models
2023 · Kushal Chauhan, Rishabh Tiwari, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 42
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Robust and Efficient Medical Imaging with Self-Supervision
2022 · Azizi, Shekoofeh, Culp, Laura, et al. · arXiv (Cornell University) · 33
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Advancing conversational diagnostic AI with multimodal reasoning
2026 · Khaled Saab, Chunjong Park, et al. · Nature Medicine · 17
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Big Self-Supervised Models Advance Medical Image Classification
2021 · Azizi, Shekoofeh, Mustafa, Basil, et al. · arXiv (Cornell University) · 13
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Typical magnitude and spatial extent of crowding in autism
2016 · Jan Freyberg, Caroline E. Robertson, et al. · Journal of Vision · 13
Accessible, At-Home Detection of Parkinson’s Disease via Multi-Task Video Analysis
2025 · Md Saiful Islam, Tariq Adnan, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 11
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Closing the AI generalisation gap by adjusting for dermatology condition distribution differences across clinical settings
2025 · Rajeev V. Rikhye, Aaron Loh, et al. · EBioMedicine · 6
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Atypical Binocular Rivalry Dynamics of Simple and Complex Stimuli in Autism
2015 · Jan Freyberg, Caroline Robertson, et al. · Journal of Vision · 5
Evaluating medical AI systems in dermatology under uncertain ground truth
2025 · David Stutz, Ali Taylan Cemgil, et al. · Medical Image Analysis · 4
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Gradients of cortical hierarchy in Autism
2017 · Richard Bethlehem, Marcel Falkiewicz, et al. · Research Ideas and Outcomes · 4
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Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing
2022 · Brown, Alexander, Tomasev, Nenad, et al. · arXiv (Cornell University) · 3
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Towards physician-centered oversight of conversational diagnostic AI
2025 · Vedadi, Elahe, Barrett, David, et al. · arXiv (Cornell University) · 2
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Works count: 43
Citation count: 2,529
H-index: 16
I10-index: 19
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