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researcher

J. Hallak

6 papers hereh-index 241.8k citations90 works total

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

author position
  • middle author4
  • last author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • eess.IV3
  • cs.CV2
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedA Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers

5 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

q-bio.QM2019★ 5 cited

A Deep-learning Approach for Prognosis of Age-Related Macular Degeneration Disease using SD-OCT Imaging Biomarkers

Imon Banerjee, Luis de Sisternes, Joelle Hallak +4

We propose a hybrid sequential deep learning model to predict the risk of AMD progression in non-exudative AMD eyes at multiple timepoints, starting from short-term progression (3-…

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