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John A. Shepherd

6 papers hereh-index 318 citations15 works total

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

author position
  • middle author2
  • last author4

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

fields
  • eess.IV4
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20242026
collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2025

Deep Learning Enables Large-Scale Shape and Appearance Modeling in Total-Body DXA Imaging

Arianna Bunnell, Devon Cataldi, Yannik Glaser +6

Total-body dual X-ray absorptiometry (TBDXA) imaging is a relatively low-cost whole-body imaging modality, widely used for body composition assessment. We develop and validate a de…

cs.CV2024

Learning a Clinically-Relevant Concept Bottleneck for Lesion Detection in Breast Ultrasound

Arianna Bunnell, Yannik Glaser, Dustin Valdez +6

Detecting and classifying lesions in breast ultrasound images is a promising application of artificial intelligence (AI) for reducing the burden of cancer in regions with limited a…

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