Polina Golland

CellProfiler: image analysis software for identifying and quantifying cell phenotypes

Anne E. Carpenter, Thouis R. Jones, Michael R. Lamprecht et al. · Genome biology · 2006 · 5.4K citations · Full text

CellProfiler Analyst: data exploration and analysis software for complex image-based screens

Thouis R. Jones, In Han Kang, Douglas B. Wheeler et al. · BMC Bioinformatics · 2008 · 565 citations · Full text

Cellprofiler Analyst, Systems Biology, Image Analysis +11

A Generative Model for Image Segmentation Based on Label Fusion

Mert R. Sabuncu, B.T. Thomas Yeo, Koen Van Leemput et al. · IEEE Transactions on Medical Imaging · 2010 · 477 citations

Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning

Thouis R. Jones, Anne E. Carpenter, Michael R. Lamprecht et al. · Proceedings of the National Academy of Sciences · 2009 · 377 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +24

Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration

B.T. Thomas Yeo, Mert R. Sabuncu, Tom Vercauteren et al. · IEEE Transactions on Medical Imaging · 2009 · 349 citations · Full text