Concepedia

Jeremy Irvin

JI

27

Publications

6.5K

Citations

19

H-Index

1979

Active since

Affiliations

Stanford University(Current)

University of California, Berkeley

Intermountain Medical Center

Duke University

Università degli Studi della Tuscia

Jeremy Irvin is an author at Stanford University specializing in engineering, deep learning, and data science.

Top concepts

EngineeringDeep LearningData ScienceImage AnalysisMachine LearningComputer VisionHealthRadiologyMachine VisionMedical Imaging

Publications per year

1979–2024

27

Publications

27

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep\n Learning

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu et al. · arXiv (Cornell University) · 2017 · 1.4K citations · Full text

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

Pranav Rajpurkar, Jeremy Irvin, Robyn L. Ball et al. · PLoS Medicine · 2018 · 1.3K citations · Full text

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu et al. · arXiv (Cornell University) · 2017 · 1.3K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

Nicholas Bien, Pranav Rajpurkar, Robyn L. Ball et al. · PLoS Medicine · 2018 · 703 citations · Full text

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

Jeremy Irvin, Pranav Rajpurkar, Michael Ko et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 391 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +22

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