Oren Kraus
Oren Kraus
Co-founder, Phenomic AI; Ph.D., Electrical and Computer Engineering, University of Toronto
Verified email at mail.utoronto.ca
TitleCited byYear
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
3332017
Classifying and segmenting microscopy images with deep multiple instance learning
OZ Kraus, JL Ba, BJ Frey
Bioinformatics 32 (12), i52-i59, 2016
1382016
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, 2017
922017
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), 2017
722017
Machine learning and computer vision approaches for phenotypic profiling
BT Grys, DS Lo, N Sahin, OZ Kraus, Q Morris, C Boone, BJ Andrews
J Cell Biol 216 (1), 65-71, 2017
482017
Computer vision for high content screening
OZ Kraus, BJ Frey
Critical reviews in biochemistry and molecular biology 51 (2), 102-109, 2016
252016
System and method for classifying and segmenting microscopy images with deep multiple instance learning
O Kraus, BA Jimmy, B Frey
US Patent App. 15/352,821, 2018
82018
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
42018
Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting
A Lu, OZ Kraus, S Cooper, AM Moses
bioRxiv, 395954, 2018
12018
System and method for classifying and segmenting microscopy images with deep multiple instance learning
O KRAUS, BA Jimmy, B Frey
US Patent App. 10/303,979, 2019
2019
Automating High Content Screening with Deep Learning
OZ Kraus
2018
Global Analysis of molecular fluctuations associated with cell cycle progression in Saccharomyces cerevisiae
B Grys, H Friesen, O Kraus, A Verster, B Frey, C Boone, B Andrews
YEAST 32, S97-S97, 2015
2015
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
Original Manuscript
AX Lu, YT Chong, IS Hsu, B Strome, LF Handfield, O Kraus, BJ Andrews, ...
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