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researcher

J. Irvin

15 papers hereh-index 2010.5k citations40 works total

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

author position
  • first author2
  • middle author13

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.LG4
  • eess.IV3
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedCheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

1.3k citations · 1.7k across the 15 of their papers we have counts for

collaborators
Showing 2023 · cs.CVShow all

2 papers · 2 filters

cs.CV2023★ 1 cited

Weakly-semi-supervised object detection in remotely sensed imagery

Ji Hun Wang, Jeremy Irvin, Beri Kohen Behar +4

Deep learning for detecting objects in remotely sensed imagery can enable new technologies for important applications including mitigating climate change. However, these models oft…

cs.CV2023

How to Train Your CheXDragon: Training Chest X-Ray Models for Transfer to Novel Tasks and Healthcare Systems

Cara Van Uden, Jeremy Irvin, Mars Huang +4

Self-supervised learning (SSL) enables label efficient training for machine learning models. This is essential for domains such as medical imaging, where labels are costly and time…

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