John Campbell

Assistant Professor

  • 863 Citations
  • 16 h-Index
20052019
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  • 22 Similar Profiles
Retinopathy of Prematurity Medicine & Life Sciences
Optical Coherence Tomography Medicine & Life Sciences
Fluorescein Angiography Medicine & Life Sciences
Retinal Vessels Medicine & Life Sciences
Angiography Medicine & Life Sciences
Blood Vessels Medicine & Life Sciences
Learning Medicine & Life Sciences
Retinal Diseases Medicine & Life Sciences

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Research Output 2005 2019

Accelerated experimental design for pairwise comparisons

Guo, Y., Dy, J., Erdogmus, D., Kalpathy-Cramer, J., Ostmo, S., Campbell, J., Chiang, M. & Ioannidis, S., Jan 1 2019, SIAM International Conference on Data Mining, SDM 2019. Society for Industrial and Applied Mathematics Publications, p. 432-440 9 p. (SIAM International Conference on Data Mining, SDM 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design of experiments
Labels
Geometry
2 Citations (Scopus)

A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression after Treatment

Gupta, K., Campbell, J., Taylor, S., Brown, J. M., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Kalpathy-Cramer, J., Kim, S. J. & Chiang, M., Jan 1 2019, In : JAMA ophthalmology.

Research output: Contribution to journalArticle

Retinopathy of Prematurity
Learning
Blood Vessels
Therapeutics
Treatment Failure

A severity score for retinopathy of prematurity

Tian, P., Ostmo, S., Guo, Y., Campbell, J., Kalpathy-Cramer, J., Chiang, M., Dy, J., Erdogmus, D. & Ioannidis, S., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1809-1819 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels

Classification and comparison via neural networks

Yıldız, İ., Tian, P., Dy, J., Erdoğmuş, D., Brown, J., Kalpathy-Cramer, J., Ostmo, S., Campbell, J., Chiang, M. & Ioannidis, S., Oct 1 2019, In : Neural Networks. 118, p. 65-80 16 p.

Research output: Contribution to journalArticle

Area Under Curve
Labels
Neural networks
Learning
Network architecture

Culture-proven endophthalmitis after intravitreal injection: A 10-year analysis

Simonett, J. M., Igelman, A., Taylor, S. C., Campbell, J., Hwang, T., Lin, P., Lauer, A. A. & Flaxel, C., Jan 1 2019, In : Ophthalmic Surgery Lasers and Imaging Retina. 50, 1, p. 33-38 6 p.

Research output: Contribution to journalArticle

Intravitreal Injections
Endophthalmitis
antineoplaston A10
Northwestern United States
Geographic Locations