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 of Learning Representations (ICLR), 2017
5402017
Unsupervised learning of visual structure using predictive generative networks
W Lotter, G Kreiman, D Cox
International Conference of Learning Representations (ICLR), 2016
1062016
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
882018
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
672017
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
582018
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
262020
A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception
W Lotter, G Kreiman, D Cox
arXiv preprint arXiv:1805.10734, 2018
242018
Robust breast cancer detection in mammography and digital breast tomosynthesis using annotation-efficient deep learning approach
W Lotter, AR Diab, B Haslam, JG Kim, G Grisot, E Wu, K Wu, JO Onieva, ...
arXiv preprint arXiv:1912.11027, 2019
102019
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
42020
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
32019
Stable 3D Head Direction Signals in the Primary Visual Cortex
G Guitchounts, W Lotter, J Dapello, D Cox
bioRxiv, 2020
12020
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms
E Wu, K Wu, W Lotter
arXiv preprint arXiv:2006.00086, 2020
2020
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
Prediction as a Rule for Unsupervised Learning in Deep Neural Networks
WE Lotter
2017
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Articles 1–14