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researcher

Mary Hughes

2 papers hereh-index 11777 citations18 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

most citedRadiologist-level Performance by Using Deep Learning for Segmentation of Breast Cancers on MRI Scans

45 citations · 46 across the 2 of their papers we have counts for

collaborators

2 papers

physics.med-ph2024★ 1 cited

Predicting breast cancer with AI for individual risk-adjusted MRI screening and early detection

Lukas Hirsch, Yu Huang, Hernan A. Makse +7

Women with an increased life-time risk of breast cancer undergo supplemental annual screening MRI. We propose to predict the risk of developing breast cancer within one year based…

cs.LG2020★ 45 cited

Radiologist-level Performance by Using Deep Learning for Segmentation of Breast Cancers on MRI Scans

Lukas Hirsch, Yu Huang, Shaojun Luo +19

Purpose: To develop a deep network architecture that would achieve fully automated radiologist-level segmentation of cancers at breast MRI. Materials and Methods: In this retrospec…

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