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Laura Heacock

14 papers hereh-index 243.8k citations82 works total

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

author position
  • middle author12
  • last author2

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • eess.IV5
  • cs.LG2
  • cs.HC1
  • physics.med-ph1
same name
  • Laura Heacock — 1 paper

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
20192026
most citedDeep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

70 citations · 120 across the 14 of their papers we have counts for

collaborators
Showing 2023Show 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…

cs.CV2023★ 10 cited

BenchMD: A Benchmark for Unified Learning on Medical Images and Sensors

Kathryn Wantlin, Chenwei Wu, Shih-Cheng Huang +12

Medical data poses a daunting challenge for AI algorithms: it exists in many different modalities, experiences frequent distribution shifts, and suffers from a scarcity of examples…

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