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Bill Lotter
Bill Lotter
Dana-Farber Cancer Institute & Harvard Medical School
Bestätigte E-Mail-Adresse bei ds.dfci.harvard.edu
Titel
Zitiert von
Zitiert von
Jahr
Deep predictive coding networks for video prediction and unsupervised learning
W Lotter, G Kreiman, D Cox
International Conference on Learning Representations (ICLR), 2017
11462017
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
3662020
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
3332021
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
2362018
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
2232017
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: Third …, 2018
1822018
Unsupervised learning of visual structure using predictive generative networks
W Lotter, G Kreiman, D Cox
International Conference on Learning Representations (ICLR), 2016
1712016
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
132*2020
Image analysis for moving organ, breast, and thoracic images
E Wu, K Wu, D Cox, W Lotter, D Stoyanov, Z Taylor, B Kainz, G Maicas, ...
Springer, 2018
322018
Artificial intelligence (AI) for breast cancer screening: BreastScreen population-based cohort study of cancer detection
ML Marinovich, E Wylie, W Lotter, H Lund, A Waddell, C Madeley, ...
EBioMedicine 90, 2023
312023
External validation of an ensemble model for automated mammography interpretation by artificial intelligence
W Hsu, DS Hippe, N Nakhaei, PC Wang, B Zhu, N Siu, ME Ahsen, ...
JAMA network open 5 (11), e2242343-e2242343, 2022
272022
Synthesizing lesions using contextual GANs improves breast cancer classification on mammograms
E Wu, K Wu, W Lotter
arXiv preprint arXiv:2006.00086, 2020
242020
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
192022
Radiologist preferences for artificial intelligence-based decision support during screening mammography interpretation
N Hendrix, KP Lowry, JG Elmore, W Lotter, G Sorensen, W Hsu, GJ Liao, ...
Journal of the American College of Radiology 19 (10), 1098-1110, 2022
112022
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
92019
Artificial Intelligence in Oncology: Current Landscape, Challenges, and Future Directions
W Lotter, MJ Hassett, N Schultz, KL Kehl, EM Van Allen, E Cerami
Cancer Discovery 14 (5), 711-726, 2024
82024
Stable 3D head direction signals in the primary visual cortex
G Guitchounts, W Lotter, J Dapello, D Cox
biorxiv, 2020.09. 04.283762, 2020
72020
Impact of a categorical AI system for digital breast tomosynthesis on breast cancer interpretation by both general radiologists and breast imaging specialists
JG Kim, B Haslam, AR Diab, A Sakhare, G Grisot, H Lee, J Holt, CI Lee, ...
Radiology: Artificial Intelligence 6 (2), e230137, 2024
42024
Multi-organ immune-related adverse events from immune checkpoint inhibitors and their downstream implications: a retrospective multicohort study
G Wan, W Chen, S Khattab, K Roster, N Nguyen, B Yan, A Rajeh, J Seo, ...
The Lancet Oncology 25 (8), 1053-1069, 2024
32024
The clinician-AI interface: intended use and explainability in FDA-cleared AI devices for medical image interpretation
SL McNamara, PH Yi, W Lotter
NPJ Digital Medicine 7 (1), 80, 2024
32024
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