Michael Chiang

Professor

  • 6229 Citations
  • 36 h-Index
19992020

Research output per year

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Research Output

2020

Applications of artificial intelligence to electronic health record data in ophthalmology

Lin, W. C., Chen, J. S., Chiang, M. F. & Hribar, M. R., Jan 1 2020, In : Translational Vision Science and Technology. 9, 2, 13.

Research output: Contribution to journalArticle

Open Access

Artificial Intelligence for Refractive Surgery Screening: Finding the Balance between Myopia and Hype-ropia

Redd, T. K., Campbell, J. P. & Chiang, M. F., Jan 1 2020, (Accepted/In press) In : JAMA ophthalmology.

Research output: Contribution to journalComment/debate

Artificial intelligence in retinopathy of prematurity diagnosis

Scruggs, B. A., Paulchan, R. V., Kalpathy-Cramer, J., Chiang, M. F. & Peter Campbell, J., Jan 1 2020, In : Translational Vision Science and Technology. 9, 2, 5.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Automated and Computer-Assisted Detection, Classification, and Diagnosis of Diabetic Retinopathy

Abràmoff, M. D., Leng, T., Ting, D. S. W., Rhee, K., Horton, M. B., Brady, C. J. & Chiang, M. F., Apr 2020, In : Telemedicine and e-Health. 26, 4, p. 544-550 7 p.

Research output: Contribution to journalArticle

Open Access

Electronic Health Records in Ophthalmology: Source and Method of Documentation

Henriksen, B. S., Goldstein, I. H., Rule, A., Huang, A. E., Dusek, H., Igelman, A., Chiang, M. F. & Hribar, M., Mar 2020, In : American journal of ophthalmology. 211, p. 191-199 9 p.

Research output: Contribution to journalArticle

Evaluation of Potential Systemic Adverse Events Related to Fluorescein Angiography in Pediatric Patients

Chee, R. I., Gupta, M. P., Valikodath, N. G., Cole, E., Orlin, A., Al-Khaled, T., Rusu, I., Patel, S. N., Han, J., Yap, V., Jonas, K. E., Campbell, P. J., Chiang, M. F. & Chan, R. V. P., Jan 1 2020, (Accepted/In press) In : Ophthalmology Retina.

Research output: Contribution to journalArticle

Introduction to machine learning, neural networks, and deep learning

Choi, R. Y., Coyner, A. S., Kalpathy-Cramer, J., Chiang, M. F. & Peter Campbell, J., Jan 1 2020, In : Translational Vision Science and Technology. 9, 2, 14.

Research output: Contribution to journalArticle

Plus disease in retinopathy of prematurity: Convolutional neural network performance using a combined neural network and feature extraction approach

maging Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium, Jan 1 2020, In : Translational Vision Science and Technology. 9, 2, 10.

Research output: Contribution to journalArticle

Open Access

Practice Guidelines for Ocular Telehealth-Diabetic Retinopathy, Third Edition

Horton, M. B., Brady, C. J., Cavallerano, J., Abramoff, M., Barker, G., Chiang, M. F., Crockett, C. H., Garg, S., Karth, P., Liu, Y., Newman, C. D., Rathi, S., Sheth, V., Silva, P., Stebbins, K. & Zimmer-Galler, I., Apr 1 2020, In : Telemedicine journal and e-health : the official journal of the American Telemedicine Association. 26, 4, p. 495-543 49 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Promoting Quality Face-to-Face Communication during Ophthalmology Encounters in the Electronic Health Record Era

Baxter, S. L., Gali, H. E., Chiang, M. F., Hribar, M. R., Ohno-Machado, L., El-Kareh, R., Huang, A. E., Chen, H. E., Camp, A. S., Kikkawa, D. O., Korn, B. S., Lee, J. E., Longhurst, C. A. & Millen, M., Jan 1 2020, In : Applied Clinical Informatics. 11, 1, p. 130-141 12 p.

Research output: Contribution to journalArticle

Redundancy of Progress Notes for Serial Office Visits

Hribar, M. R., Rule, A., Huang, A. E., Dusek, H., Goldstein, I. H., Henriksen, B., Lin, W. C., Igelman, A. & Chiang, M. F., Jan 2020, In : Ophthalmology. 127, 1, p. 134-135 2 p.

Research output: Contribution to journalArticle

1 Scopus citations
2019

Accelerated experimental design for pairwise comparisons

Guo, Y., Dy, J., Erdogmus, D., Kalpathy-Cramer, J., Ostmo, S., Campbell, J. P., Chiang, M. F. & 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

Open Access

Aggressive posterior retinopathy of prematurity in two cohorts of patients in South India: implications for primary, secondary, and tertiary prevention

Shah, P. K., Subramanian, P., Venkatapathy, N., Chan, R. V. P., Chiang, M. F. & Campbell, J. P., Jan 1 2019, (Accepted/In press) In : Journal of AAPOS.

Research output: Contribution to journalArticle

1 Scopus citations

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

6 Scopus citations

A severity score for retinopathy of prematurity

Tian, P., Ostmo, S., Guo, Y., Campbell, J. P., Kalpathy-Cramer, J., Chiang, M. F., 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

Changes in Electronic Health Record Use Time and Documentation over the Course of a Decade

Goldstein, I. H., Hwang, T., Gowrisankaran, S., Bales, R., Chiang, M. F. & Hribar, M. R., Jun 2019, In : Ophthalmology. 126, 6, p. 783-791 9 p.

Research output: Contribution to journalArticle

4 Scopus citations

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

2 Scopus citations

Deep learning in ophthalmology: The technical and clinical considerations

Ting, D. S. W., Peng, L., Varadarajan, A. V., Keane, P. A., Burlina, P. M., Chiang, M., Schmetterer, L., Pasquale, L. R., Bressler, N. M., Webster, D. R., Abramoff, M. & Wong, T. Y., Jan 1 2019, In : Progress in Retinal and Eye Research.

Research output: Contribution to journalReview article

25 Scopus citations

Demystifying the Jargon: The Bridge between Ophthalmology and Artificial Intelligence

Coyner, A. S., Campbell, J. & Chiang, M., Apr 1 2019, In : Ophthalmology Retina. 3, 4, p. 291-293 3 p.

Research output: Contribution to journalEditorial

1 Scopus citations

Describing Retinopathy of Prematurity: Current Limitations and New Challenges

Fielder, A. R., Wallace, D. K., Stahl, A., Reynolds, J. D., Chiang, M. & Quinn, G. E., May 1 2019, In : Ophthalmology. 126, 5, p. 652-654 3 p.

Research output: Contribution to journalEditorial

Open Access
3 Scopus citations

Endophthalmitis after Cataract Surgery in the United States: A Report from the Intelligent Research in Sight Registry, 2013–2017

Pershing, S., Lum, F., Hsu, S., Kelly, S., Chiang, M. F., Rich, W. L. & Parke, D. W., Jan 1 2019, (Accepted/In press) In : Ophthalmology.

Research output: Contribution to journalArticle

1 Scopus citations

Evaluation of computer-based retinopathy of prematurity (ROP) education for ophthalmology residents: a randomized, controlled, multicenter study

Roohipoor, R., Alvarez, R., Brodowska, K., Yaseri, M., Kloek, C., Riazi, M., Nourinia, R., Nikkhah, H., Prajna, N. V., Krishnan, C., Tuli, S., Green, L., Srikumaran, D., Shah, A. S., Mantagos, I. S., Chiang, M., Chan, R. V. P. & Loewenstein, J., Apr 2019, In : Journal of AAPOS. 23, 2, p. 86.e1-86.e7

Research output: Contribution to journalArticle

Imaging in retinopathy of prematurity

Valikodath, N., Cole, E., Chiang, M., Campbell, J. & Chan, R. V. P., Mar 1 2019, In : Asia-Pacific Journal of Ophthalmology. 8, 2, p. 178-186 9 p.

Research output: Contribution to journalReview article

2 Scopus citations

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity

Graziani, M., Brown, J. M., Andrearczyk, V., Yildiz, V., Campbell, J., Erdogmus, D., Ioannidis, S., Chiang, M., Kalpathy-Cramer, J. & Müller, H., Jan 1 2019, Medical Imaging 2019: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). SPIE, 109501R. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10950).

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

Making Progress Toward an Electronic Infrastructure for Ophthalmic Care

Chiang, M., Jan 1 2019, In : JAMA ophthalmology.

Research output: Contribution to journalComment/debate

Monitoring Disease Progression with a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning

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

Research output: Contribution to journalArticle

6 Scopus citations

Ranibizumab versus laser therapy for the treatment of very low birthweight infants with retinopathy of prematurity (RAINBOW): an open-label randomised controlled trial

Stahl, A., Lepore, D., Fielder, A., Fleck, B., Reynolds, J. D., Chiang, M. F., Li, J., Liew, M., Maier, R., Zhu, Q. & Marlow, N., Oct 26 2019, In : The Lancet. 394, 10208, p. 1551-1559 9 p.

Research output: Contribution to journalArticle

4 Scopus citations

Realizing the Promise of Electronic Health Records: Moving Beyond “Paper on a Screen”

Liebman, D. L., Chiang, M. & Chodosh, J., Mar 1 2019, In : Ophthalmology. 126, 3, p. 331-334 4 p.

Research output: Contribution to journalEditorial

Open Access

Time Requirements of Paper-Based Clinical Workflows and After-Hours Documentation in a Multispecialty Academic Ophthalmology Practice

Baxter, S. L., Gali, H. E., Huang, A. E., Millen, M., El-Kareh, R., Nudleman, E., Robbins, S. L., Heichel, C. W. D., Camp, A. S., Korn, B. S., Lee, J. E., Kikkawa, D. O., Longhurst, C. A., Chiang, M., Hribar, M. & Ohno-Machado, L., Oct 1 2019, In : American journal of ophthalmology. 206, p. 161-167 7 p.

Research output: Contribution to journalArticle

1 Scopus citations
2018

Accuracy and reliability of eye-based vs quadrant-based diagnosis of plus disease in retinopathy of prematurity

Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium, Jun 1 2018, In : JAMA Ophthalmology. 136, 6, p. 648-655 8 p.

Research output: Contribution to journalArticle

7 Scopus 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., Epley, K. D. & Lum, F., Feb 1 2018, In : JAMA Ophthalmology. 136, 2, p. 164-170 7 p.

Research output: Contribution to journalArticle

17 Scopus citations

Amblyopia

Simon, M. A. & Chiang, M., Jan 1 2018, The 5-Minute Pediatric Consult, 8th Edition. Wolters Kluwer Health, p. 40-41 2 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

Anti-vascular endothelial growth factor and the evolving management paradigm for retinopathy of prematurity

Darwish, D., Chee, R. I., Patel, S. N., Jonas, K., Ostmo, S., Campbell, J., Chiang, M. & Chan, R. V. P., May 1 2018, In : Asia-Pacific Journal of Ophthalmology. 7, 3, p. 136-144 9 p.

Research output: Contribution to journalReview article

3 Scopus citations

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

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

Research output: Contribution to journalArticle

7 Scopus citations

Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks

Brown, J. M., Campbell, J., Beers, A., Chang, K., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Kalpathy-Cramer, J. & Chiang, M., Jul 1 2018, In : JAMA Ophthalmology. 136, 7, p. 803-810 8 p.

Research output: Contribution to journalArticle

74 Scopus citations

Biomedical informatics and data science: Evolving fields with significant overlap

Brennan, P. F., Chiang, M. & 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

3 Scopus citations

Clinical Documentation in Electronic Health Record Systems: Analysis of Similarity in Progress Notes from Consecutive Outpatient Ophthalmology Encounters

Huang, A. E., Hribar, M., Goldstein, I. H., Henriksen, B., Lin, W. C. & Chiang, M., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 1310-1318 9 p.

Research output: Contribution to journalArticle

2 Scopus citations

Data-Driven Scheduling for Improving Patient Efficiency in Ophthalmology Clinics

Hribar, M., Huang, A. E., Goldstein, I. H., Reznick, L., Kuo, A., Loh, A., Karr, D., Wilson, L. & Chiang, M., Jan 1 2018, (Accepted/In press) In : Ophthalmology.

Research output: Contribution to journalArticle

2 Scopus citations

Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity

Coyner, A. S., Swan, R., Brown, J. M., Kalpathy-Cramer, J., Kim, S. J., Campbell, J., Jonas, K. E., Ostmo, S., Chan, R. V. P. & Chiang, M., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 1224-1232 9 p.

Research output: Contribution to journalArticle

2 Scopus 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

15 Scopus citations

Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity

Redd, T. K., Campbell, J., Brown, J. M., Kim, S. J., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Kalpathy-Cramer, J. & Chiang, M., Jan 1 2018, (Accepted/In press) In : British Journal of Ophthalmology.

Research output: Contribution to journalArticle

15 Scopus citations

Experimental design under the Bradley-Terry model

Guo, Y., Tian, P., Kalpathy-Cramer, J., Ostmo, S., Peter Campbell, J., Chiang, M. F., Erdogmu ş, D., Dy, J. & Ioannidis, S., Jan 1 2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 2198-2204 7 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2018-July).

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

Open Access
3 Scopus citations

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. Chen, P-H. & Zhang, J. (eds.). SPIE, 105790Q. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 10579).

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

3 Scopus citations
1 Scopus citations

Is This the Right Reference Standard Diagnosis for Retinopathy of Prematurity? - Reply

Redd, T. K., Campbell, J. & Chiang, M., Jan 1 2018, (Accepted/In press) In : JAMA Ophthalmology.

Research output: Contribution to journalArticle

Ophthalmic imaging in children: current practice patterns and perceived barriers

Loh, A., Edmunds, L. B., Campbell, J., Reznick, L., Reiser, B. J., Huang, D. & Chiang, M., Jan 1 2018, (Accepted/In press) In : Journal of AAPOS.

Research output: Contribution to journalArticle

1 Scopus citations

Pediatric vision screening

Loh, A. & Chiang, M., May 1 2018, In : Pediatrics in Review. 39, 5, p. 225-234 10 p.

Research output: Contribution to journalArticle

1 Scopus citations