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 · 1.8K citations · Full text

Data Augmentation, Image Analysis, Hepatology +12

Neighbourhood Components Analysis

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

context2vec: Learning Generic Context Embedding with Bidirectional LSTM

Oren Melamud, Jacob Goldberger, Ido Dagan · 2016 · 530 citations · Full text

Training deep neural-networks using a noise adaptation layer

Jacob Goldberger, Ehud Ben-Reuven · International Conference on Learning Representations · 2017 · 523 citations

Multiple Instance Learning, Engineering, Machine Learning +18

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

Hayit Greenspan, Annabel Ruf, Jacob Goldberger · IEEE Transactions on Medical Imaging · 2006 · 250 citations

Engineering, Diagnostic Imaging, Image Analysis +23