Oren Kraus
Oren Kraus
Senior Machine Learning Scientist, Recursion
Adresse e-mail validée de mail.utoronto.ca
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Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer
BE Bejnordi, M Veta, PJ Van Diest, B Van Ginneken, N Karssemeijer, ...
Jama 318 (22), 2199-2210, 2017
14852017
Data-analysis strategies for image-based cell profiling
JC Caicedo, S Cooper, F Heigwer, S Warchal, P Qiu, C Molnar, ...
Nature methods 14 (9), 849-863, 2017
3242017
Classifying and segmenting microscopy images with deep multiple instance learning
OZ Kraus, JL Ba, BJ Frey
Bioinformatics 32 (12), i52-i59, 2016
3232016
Automated analysis of high‐content microscopy data with deep learning
OZ Kraus, BT Grys, J Ba, Y Chong, BJ Frey, C Boone, BJ Andrews
Molecular systems biology 13 (4), 924, 2017
1902017
Machine learning and computer vision approaches for phenotypic profiling
BT Grys, DS Lo, N Sahin, OZ Kraus, Q Morris, C Boone, BJ Andrews
Journal of Cell Biology 216 (1), 65-71, 2017
1052017
Computer vision for high content screening
OZ Kraus, BJ Frey
Critical reviews in biochemistry and molecular biology 51 (2), 102-109, 2016
402016
Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting
AX Lu, OZ Kraus, S Cooper, AM Moses
PLoS computational biology 15 (9), e1007348, 2019
322019
Exploring whole-genome duplicate gene retention with complex genetic interaction analysis
E Kuzmin, B VanderSluis, ANN Ba, W Wang, EN Koch, M Usaj, ...
Science 368 (6498), 2020
252020
Integrating images from multiple microscopy screens reveals diverse patterns of change in the subcellular localization of proteins
AX Lu, YT Chong, IS Hsu, B Strome, LF Handfield, O Kraus, BJ Andrews, ...
Elife 7, e31872, 2018
162018
System and method for classifying and segmenting microscopy images with deep multiple instance learning
O Kraus, BA Jimmy, B Frey
US Patent 10,303,979, 2019
112019
Development of a microfluidic platform to investigate effect of dissolved gases on small blood vessel function
OZ Kraus
University of Toronto (Canada), 2012
12012
Learning Biology Through Puzzle-solving: Unbiased Automatic Understanding of Microscopy Images with Self-supervised Learning
A Lu, O Kraus, S Cooper, A Moses
Microscopy and Microanalysis 26 (S2), 690-692, 2020
2020
DISSECTING FIBROBLAST-MACROPHAGE COMMUNICATION IN THE FIBROTIC NICHE
R Schuster, O Kraus, S Cooper, B Hinz
WOUND REPAIR AND REGENERATION 28 (2), A4-A4, 2020
2020
A Global Analysis of Molecular Fluctuations Associated with Cell Cycle Progression in Saccharomyces cerevisiae
BT Grys
PQDT-Global, 2019
2019
Automating High Content Screening with Deep Learning
OZ Kraus
University of Toronto (Canada), 2018
2018
Exploring the endocytic pathway by combining high-throughput genetics and high-content microscopy
MM Usaj, M Usaj, O Kraus, M Zitnik, N Jin, ZY Lin, L Weisman, ...
YEAST 32, S194-S195, 2015
2015
277–Learning Biology Through Puzzle-solving: Unbiased Automatic Understanding of Microscopy Images with Self-supervised Learning
A Lu, O Kraus, S Cooper, A Moses
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