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Farah E. Shamout

9 papers hereh-index 8392 citations17 works total

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

author position
  • middle author2
  • last author5

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.LG2
  • eess.IV2
  • cs.CY1
  • cs.IR1
same name
  • Farah E. Shamout — 13 papers, h 8
  • Farah E. Shamout — 6 papers, h 2
  • Farah E. Shamout — 3 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedCOVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction

33 citations · 53 across the 7 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2023★ 11 cited

Leveraging Transformers to Improve Breast Cancer Classification and Risk Assessment with Multi-modal and Longitudinal Data

Yiqiu Shen, Jungkyu Park, Frank Yeung +4

Breast cancer screening, primarily conducted through mammography, is often supplemented with ultrasound for women with dense breast tissue. However, existing deep learning models a…

eess.IV2021

Towards dynamic multi-modal phenotyping using chest radiographs and physiological data

Nasir Hayat, Krzysztof J. Geras, Farah E. Shamout

The healthcare domain is characterized by heterogeneous data modalities, such as imaging and physiological data. In practice, the variety of medical data assists clinicians in deci…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.