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Rory Sayres
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Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav)
B Kim, M Wattenberg, J Gilmer, C Cai, J Wexler, F Viegas
International conference on machine learning, 2668-2677, 2018
11032018
Underspecification presents challenges for credibility in modern machine learning
A D’Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ...
Journal of Machine Learning Research, 2020
3962020
High-resolution imaging reveals highly selective nonface clusters in the fusiform face area
K Grill-Spector, R Sayres, D Ress
Nature neuroscience 9 (9), 1177-1185, 2006
3282006
Using a deep learning algorithm and integrated gradients explanation to assist grading for diabetic retinopathy
R Sayres, A Taly, E Rahimy, K Blumer, D Coz, N Hammel, J Krause, ...
Ophthalmology 126 (4), 552-564, 2019
2672019
Mapping hV4 and ventral occipital cortex: the venous eclipse
J Winawer, H Horiguchi, RA Sayres, K Amano, BA Wandell
Journal of vision 10 (5), 1-1, 2010
2442010
Relating retinotopic and object-selective responses in human lateral occipital cortex
R Sayres, K Grill-Spector
Journal of Neurophysiology 100 (1), 249-267, 2008
1902008
Object-selective cortex exhibits performance-independent repetition suppression
R Sayres, K Grill-Spector
Journal of neurophysiology 95 (2), 995-1007, 2006
1582006
Deep learning versus human graders for classifying diabetic retinopathy severity in a nationwide screening program
P Ruamviboonsuk, J Krause, P Chotcomwongse, R Sayres, R Raman, ...
NPJ digital medicine 2 (1), 25, 2019
1362019
fMRI-adaptation and category selectivity in human ventral temporal cortex: regional differences across time scales
KS Weiner, R Sayres, J Vinberg, K Grill-Spector
Journal of neurophysiology 103 (6), 3349-3365, 2010
1252010
Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photographs
S Phene, RC Dunn, N Hammel, Y Liu, J Krause, N Kitade, ...
Ophthalmology 126 (12), 1627-1639, 2019
1172019
Measurement and modeling of eye-mouse behavior in the presence of nonlinear page layouts
V Navalpakkam, LD Jentzsch, R Sayres, S Ravi, A Ahmed, A Smola
Proceedings of the 22nd international conference on World Wide Web, 953-964, 2013
1092013
Direct uncertainty prediction for medical second opinions
M Raghu, K Blumer, R Sayres, Z Obermeyer, B Kleinberg, S Mullainathan, ...
International Conference on Machine Learning, 5281-5290, 2019
732019
Object recognition: Insights from advances in fMRI methods
K Grill-Spector, R Sayres
Current Directions in Psychological Science 17 (2), 73-79, 2008
592008
Pupillary response to chromatic flicker
P Drew, R Sayres, K Watanabe, S Shimojo
Experimental brain research 136, 256-262, 2001
472001
Evaluation of the Use of Combined Artificial Intelligence and Pathologist Assessment to Review and Grade Prostate Biopsies
DF Steiner, K Nagpal, R Sayres, DJ Foote, BD Wedin, A Pearce, CJ Cai, ...
JAMA Network Open 3 (11), e2023267-e2023267, 2020
422020
Development and Assessment of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices
A Jain, D Way, V Gupta, Y Gao, G de Oliveira Marinho, J Hartford, ...
JAMA Network Open 4 (4), e217249-e217249, 2021
412021
Real-time diabetic retinopathy screening by deep learning in a multisite national screening programme: a prospective interventional cohort study
P Ruamviboonsuk, R Tiwari, R Sayres, V Nganthavee, K Hemarat, ...
The Lancet Digital Health 4 (4), e235-e244, 2022
192022
Exploring Principled Visualizations for Deep Network Attributions
M Sundararajan, S Xu, A Taly, R Sayres, A Najmi
182019
Expert Discussions Improve Comprehension of Difficult Cases in Medical Image Assessment
M Schaekermann, CJ Cai, AE Huang, R Sayres
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems …, 2020
152020
Identifying distributed object representations in human extrastriate visual cortex
R Sayres, D Ress, K Grill-Spector
Advances in Neural Information Processing Systems 18, 2005
132005
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