John Campbell

Assistant Professor

  • 769 Citations
  • 15 h-Index
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  • 21 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
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
Blood Vessels
Treatment Failure

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
Neural networks
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
antineoplaston A10
Northwestern United States
Geographic Locations

Early Diagnosis and Management of Aggressive Posterior Vitreoretinopathy Presenting in Premature Neonates

Gupta, M. P., Yonekawa, Y., Campbell, J., Rusu, I., Zahid, S., Patel, S. N., Chau, F., Jonas, K. E., Oltra, E., Orlin, A., Chang, J., Horowitz, J., Abramson, D. H., Marr, B., Capone, A. & Paul Chan, R. V., Apr 1 2019, In : Ophthalmic surgery, lasers & imaging retina. 50, 4, p. 201-207 7 p.

Research output: Contribution to journalArticle

Retinal Detachment
Early Diagnosis
Newborn Infant