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researcher

Shadia S. Mikhael

3 papers hereh-index 9238 citations21 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.IV2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedThe role of noise in denoising models for anomaly detection in medical images

5 citations · 5 across the 2 of their papers we have counts for

collaborators

3 papers

eess.IV2025

Conformal coronary calcification volume estimation with conditional coverage via histogram clustering

Olivier Jaubert, Salman Mohammadi, Keith A. Goatman +6

Incidental detection and quantification of coronary calcium in CT scans could lead to the early introduction of lifesaving clinical interventions. However, over-reporting could neg…

eess.IV2023★ 5 cited

The role of noise in denoising models for anomaly detection in medical images

Antanas Kascenas, Pedro Sanchez, Patrick Schrempf +9

Pathological brain lesions exhibit diverse appearance in brain images, in terms of intensity, texture, shape, size, and location. Comprehensive sets of data and annotations are dif…

cs.CL2020

Paying Per-label Attention for Multi-label Extraction from Radiology Reports

Patrick Schrempf, Hannah Watson, Shadia Mikhael +6

Training medical image analysis models requires large amounts of expertly annotated data which is time-consuming and expensive to obtain. Images are often accompanied by free-text…

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