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Bill Lotter
Bill Lotter
DeepHealth Inc.
Verified email at deep.health
Title
Cited by
Cited by
Year
Deep predictive coding networks for video prediction and unsupervised learning
W Lotter, G Kreiman, D Cox
International Conference on Learning Representations (ICLR), 2017
8122017
Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms
T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ...
JAMA network open 3 (3), e200265-e200265, 2020
1582020
Unsupervised learning of visual structure using predictive generative networks
W Lotter, G Kreiman, D Cox
International Conference on Learning Representations (ICLR), 2016
1392016
Recurrent computations for visual pattern completion
H Tang*, M Schrimpf*, W Lotter*, C Moerman, A Paredes, JO Caro, ...
Proceedings of the National Academy of Sciences 115 (35), 8835-8840, 2018
1342018
A multi-scale CNN and curriculum learning strategy for mammogram classification
W Lotter, G Sorensen, D Cox
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017
1202017
Conditional infilling GANs for data augmentation in mammogram classification
E Wu, K Wu, D Cox, W Lotter
Image analysis for moving organ, breast, and thoracic images, 98-106, 2018
1142018
Robust breast cancer detection in mammography and digital breast tomosynthesis using an annotation-efficient deep learning approach
W Lotter, AR Diab, B Haslam, JG Kim, G Grisot, E Wu, K Wu, JO Onieva, ...
Nature Medicine 27 (2), 244-249, 2021
982021
A neural network trained for prediction mimics diverse features of biological neurons and perception
W Lotter, G Kreiman, D Cox
Nature Machine Intelligence 2 (4), 210-219, 2020
67*2020
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms
E Wu, K Wu, W Lotter
arXiv preprint arXiv:2006.00086, 2020
62020
Validation of a deep learning mammography model in a population with low screening rates
K Wu, E Wu, Y Wu, H Tan, G Sorensen, M Wang, B Lotter
NeurIPS 2019. Fair ML for Health Workshop, 2019
52019
Stable 3D head direction signals in the primary visual cortex
G Guitchounts, W Lotter, J Dapello, D Cox
bioRxiv, 2020.09. 04.283762, 2022
42022
Artificial intelligence (AI) to enhance breast cancer screening: protocol for population-based cohort study of cancer detection
ML Marinovich, E Wylie, W Lotter, A Pearce, SM Carter, H Lund, ...
BMJ open 12 (1), e054005, 2022
2022
Task dependent modulation before, during and after visually evoked responses in human intracranial recordings
L Isik*, W Lotter*, N Crone, D Cox, N Kanwisher, W Anderson, G Kreiman
Journal of Vision 17 (10), 983-983, 2017
2017
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