Classifying and segmenting microscopy images with deep multiple instance learning

por Kraus, Oren Z., Ba, Jimmy Lei, Frey, Brendan J.
Publicado 2016

Learning unsupervised feature representations for single cell microscopy images with paired cell inpainting

por Lu, Alex X., Kraus, Oren Z., Cooper, Sam, Moses, Alan M.
Publicado 2019

Machine learning and computer vision approaches for phenotypic profiling

por Grys, Ben T., Lo, Dara S., Sahin, Nil, Kraus, Oren Z., Morris, Quaid, Boone, Charles, Andrews, Brenda J.
Publicado 2017

Automated analysis of high‐content microscopy data with deep learning

por Kraus, Oren Z, Grys, Ben T, Ba, Jimmy, Chong, Yolanda, Frey, Brendan J, Boone, Charles, Andrews, Brenda J
Publicado 2017

Integrating images from multiple microscopy screens reveals diverse patterns of change in the subcellular localization of proteins

por Lu, Alex X, Chong, Yolanda T, Hsu, Ian Shen, Strome, Bob, Handfield, Louis-Francois, Kraus, Oren, Andrews, Brenda J, Moses, Alan M
Publicado 2018

Data-analysis strategies for image-based cell profiling

por Caicedo, Juan C, Cooper, Sam, Heigwer, Florian, Warchal, Scott, Qiu, Peng, Molnar, Csaba, Vasilevich, Aliaksei S, Barry, Joseph D, Bansal, Harmanjit Singh, Kraus, Oren, Wawer, Mathias, Paavolainen, Lassi, Herrmann, Markus D, Rohban, Mohammad, Hung, Jane, Hennig, Holger, Concannon, John, Smith, Ian, Clemons, Paul A, Singh, Shantanu, Rees, Paul, Horvath, Peter, Linington, Roger G, Carpenter, Anne E
Publicado 2017