Jacob Goldberger

GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification

Maayan Frid-Adar, Idit Diamant, Eyal Klang et al. · Neurocomputing · 2018 · 1.9K citations · Full text

Medicine, Biomedical Engineering, Radiology +16

Neighbourhood Components Analysis

Jacob Goldberger, Geoffrey E. Hinton, Sam T. Roweis et al. · 2004 · 1.7K citations

Computing, Computer Science, Data Mining +14

context2vec: Learning Generic Context Embedding with Bidirectional LSTM

Oren Melamud, Jacob Goldberger, Ido Dagan · 2016 · 533 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Training deep neural-networks using a noise adaptation layer

Jacob Goldberger, Ehud Ben-Reuven · International Conference on Learning Representations · 2017 · 526 citations

Computing, Computer Science, Data Mining +16

Constrained Gaussian mixture model framework for automatic segmentation of MR brain images

Hayit Greenspan, Annabel Ruf, Jacob Goldberger · IEEE Transactions on Medical Imaging · 2006 · 253 citations

Medicine, Computer Science, Radiology +17