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Ellery Wulczyn
Ellery Wulczyn
Staff Software Engineer, Google Research
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Ex machina: Personal attacks seen at scale
E Wulczyn, N Thain, L Dixon
Proceedings of the 26th international conference on world wide web, 1391-1399, 2017
8872017
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer
K Nagpal, D Foote, Y Liu, PHC Chen, E Wulczyn, F Tan, N Olson, ...
NPJ digital medicine 2 (1), 48, 2019
4372019
Towards expert-level medical question answering with large language models
K Singhal, T Tu, J Gottweis, R Sayres, E Wulczyn, L Hou, K Clark, S Pfohl, ...
arXiv preprint arXiv:2305.09617, 2023
3762023
The let-7 target gene mouse lin-41 is a stem cell specific E3 ubiquitin ligase for the miRNA pathway protein Ago2
A Rybak, H Fuchs, K Hadian, L Smirnova, EA Wulczyn, G Michel, R Nitsch, ...
Nature cell biology 11 (12), 1411-1420, 2009
2922009
Deep learning-based survival prediction for multiple cancer types using histopathology images
E Wulczyn, DF Steiner, Z Xu, A Sadhwani, H Wang, I Flament-Auvigne, ...
PloS one 15 (6), e0233678, 2020
2242020
Interpretable survival prediction for colorectal cancer using deep learning
E Wulczyn, DF Steiner, M Moran, M Plass, R Reihs, F Tan, ...
NPJ digital medicine 4 (1), 71, 2021
1272021
Why we read Wikipedia
P Singer, F Lemmerich, R West, L Zia, E Wulczyn, M Strohmaier, ...
Proceedings of the 26th international conference on world wide web, 1591-1600, 2017
1212017
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...
Nature Biomedical Engineering 7 (6), 756-779, 2023
892023
Robust and efficient medical imaging with self-supervision
S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...
arXiv preprint arXiv:2205.09723, 2022
592022
Growing Wikipedia Across Languages via Recommendation
E Wulczyn, R West, L Zia, J Leskovec
WWW, 2016
582016
Predicting prostate cancer specific-mortality with artificial intelligence-based Gleason grading
E Wulczyn, K Nagpal, M Symonds, M Moran, M Plass, R Reihs, F Nader, ...
Communications medicine 1 (1), 10, 2021
402021
Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images
A Sadhwani, HW Chang, A Behrooz, T Brown, I Auvigne-Flament, H Patel, ...
Scientific reports 11 (1), 16605, 2021
392021
Trust propagation with mixed-effects models
J Overgoor, E Wulczyn, C Potts
Proceedings of the International AAAI Conference on Web and Social Media 6 …, 2012
392012
Deep learning models for histologic grading of breast cancer and association with disease prognosis
R Jaroensri, E Wulczyn, N Hegde, T Brown, I Flament-Auvigne, F Tan, ...
NPJ Breast cancer 8 (1), 113, 2022
312022
Validation and clinical applicability of whole-volume automated segmentation of optical coherence tomography in retinal disease using deep learning
M Wilson, R Chopra, MZ Wilson, C Cooper, P MacWilliams, Y Liu, ...
JAMA ophthalmology 139 (9), 964-973, 2021
302021
Wikipedia Clickstream
E Wulczyn, D Taraborelli
https://dx.doi.org/10.6084/m9.figshare.1305770.v12, 2015
252015
Capabilities of gemini models in medicine
K Saab, T Tu, WH Weng, R Tanno, D Stutz, E Wulczyn, F Zhang, ...
arXiv preprint arXiv:2404.18416, 2024
232024
Pathologist validation of a machine learning–derived feature for colon cancer risk stratification
V L’Imperio, E Wulczyn, M Plass, H Müller, N Tamini, L Gianotti, ...
JAMA Network Open 6 (3), e2254891-e2254891, 2023
172023
Wikipedia talk labels: Toxicity
N Thain, L Dixon, E Wulczyn
DOI: https://doi. org/10.6084/m9. figshare 4563973, v2, 2017
152017
Development and validation of a deep learning algorithm for improving Gleason scoring of prostate cancer. NPJ Digit Med. 2019; 2: 48
K Nagpal, D Foote, Y Liu, PC Chen, E Wulczyn, F Tan, N Olson, JL Smith, ...
Epub 2019/07/16. doi: 10.1038/s41746-019-0112-2. PubMed PMID: 31304394, 0
12
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