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researcher

J. Goldberger

35 papers hereh-index 4412.1k citations193 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author21
  • last author12

Across the 35 of 35 papers where every author was matched, so the position is known.

fields
  • cs.CL13
  • cs.CV11
  • cs.IT3
  • cs.SD3
  • eess.AS2
  • eess.IV2

identity via Semantic Scholar / OpenAlex

activity
20092023
most citedGAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification

2k citations · 2.1k across the 28 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2020★ 1 cited

The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics

Yael Ben-Guigui, Jacob Goldberger, Tammy Riklin-Raviv

The pressing need to reduce the capacity of deep neural networks has stimulated the development of network dilution methods and their analysis. While the ability of L1​ and L0​…

eess.IV2019

A Soft STAPLE Algorithm Combined with Anatomical Knowledge

Eytan Kats, Jacob Goldberger, Hayit Greenspan

Supervised machine learning algorithms, especially in the medical domain, are affected by considerable ambiguity in expert markings. In this study we address the case where the exp…

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