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Retinopathy of Prematurity Medicine & Life Sciences
Electronic Health Records Medicine & Life Sciences
Ophthalmology Medicine & Life Sciences
Telemedicine Medicine & Life Sciences
Ophthalmoscopy Medicine & Life Sciences
Blood Vessels Medicine & Life Sciences
Pediatrics Medicine & Life Sciences
Newborn Infant Medicine & Life Sciences

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Projects 2003 2020

Translational Vision Science Research at Oregon Health & Science University

Chiang, M. & Taylor, W.

National Institutes of Health


Project: Research projectInstitutional National Research Service Award

Translational Medical Research
Retinopathy of Prematurity
Health Information Management
Retinal Vessels
Eye Diseases

Automated retinopathy of prematurity classification using machine learning

Chiang, M. & Kalpathy-Cramer, J.

National Institutes of Health


Project: Research projectExploratory/Developmental Grants

Learning systems
Image analysis
Image processing
Image classification

Telemedical Diagnosis of Retinopathy of Prematurity

Chiang, M.

National Institutes of Health


Project: Research projectMentored Patient-Oriented Research Career Development Award

Medical Informatics
Retinopathy of Prematurity

Research Output 1999 2018

1 Citations

Adoption of electronic health records and perceptions of financial and clinical outcomes among ophthalmologists in the United States

Lim, M. C., Boland, M. V., McCannel, C. A., Saini, A., Chiang, M. F., Epley, K. D. & Lum, F. Feb 1 2018 In : JAMA Ophthalmology. 136, 2, p. 164-170 7 p.

Research output: Contribution to journalArticle

Electronic Health Records
Costs and Cost Analysis
Primary Care Physicians

Association of the presence of trainees with outpatient appointment times in an ophthalmology clinic

Goldstein, I. H., Hribar, M. R., Read-Brown, S. & Chiang, M. F. Jan 1 2018 In : JAMA Ophthalmology. 136, 1, p. 20-26 7 p.

Research output: Contribution to journalArticle

Appointments and Schedules
Electronic Health Records

Biomedical informatics and data science: Evolving fields with significant overlap

Brennan, P. F., Chiang, M. F. & Ohno-Machado, L. Jan 1 2018 In : Journal of the American Medical Informatics Association. 25, 1, p. 2-3 2 p., ocx146

Research output: Contribution to journalEditorial

1 Citations

Diagnostic accuracy of ophthalmoscopy vs telemedicine in examinations for retinopathy of prematurity

for the Imaging & Informatics in Retinopathy of Prematurity (ROP) Research Consortium May 1 2018 In : JAMA ophthalmology. 136, 5, p. 498-504 7 p.

Research output: Contribution to journalArticle

Retinopathy of Prematurity
Neonatal Intensive Care Units

Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning

Brown, J. M., Campbell, J. P., Beers, A., Chang, K., Donohue, K., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Chiang, M. F. & Kalpathy-Cramer, J. Jan 1 2018 Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and Applications. SPIE, Vol. 10579, 105790Q

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

Retinopathy of Prematurity
Infant, Premature, Diseases