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Justin D. Krogue

4 papers hereh-index 9748 citations15 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CV2
  • cs.HC1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedRobust and Efficient Medical Imaging with Self-Supervision

32 citations · 35 across the 3 of their papers we have counts for

collaborators

4 papers

cs.HC2025

Towards Better Health Conversations: The Benefits of Context-seeking

Rory Sayres, Yuexing Hao, Abbi Ward +21

Navigating health questions can be daunting in the modern information landscape. Large language models (LLMs) may provide tailored, accessible information, but also risk being inac…

cs.CV2022★ 32 cited

Robust and Efficient Medical Imaging with Self-Supervision

Shekoofeh Azizi, Laura Culp, Jan Freyberg +31

Recent progress in Medical Artificial Intelligence (AI) has delivered systems that can reach clinical expert level performance. However, such systems tend to demonstrate sub-optima…

q-bio.QM2019★ 2 cited

Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning

Justin D Krogue, Kaiyang V Cheng, Kevin M Hwang +13

Purpose: Hip fractures are a common cause of morbidity and mortality. Automatic identification and classification of hip fractures using deep learning may improve outcomes by reduc…

cs.CV2019★ 1 cited

Adversarial Policy Gradient for Deep Learning Image Augmentation

Kaiyang Cheng, Claudia Iriondo, Francesco Calivá +3

The use of semantic segmentation for masking and cropping input images has proven to be a significant aid in medical imaging classification tasks by decreasing the noise and varian…

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