Michael Chiang

Professor

  • 6229 Citations
  • 36 h-Index
19992020

Research output per year

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Research Output

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2020
Open Access

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. R., Mar 2020, In : American journal of ophthalmology. 211, p. 191-199 9 p.

Research output: Contribution to journalArticle

Evaluation of artificial intelligence-based telemedicine screening for retinopathy of prematurity

Greenwald, M. F., Danford, I. D., Shahrawat, M., Ostmo, S., Brown, J., Kalpathy-Cramer, J., Bradshaw, K., Schelonka, R., Cohen, H. S., Chan, R. V. P., Chiang, M. & Campbell, J. P., 2020, (Accepted/In press) In : Journal of AAPOS.

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

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. P., 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. F., Sep 2019, In : JAMA ophthalmology. 137, 9, p. 1029-1036 8 p.

Research output: Contribution to journalArticle

6 Scopus citations

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., Peter Campbell, J., Chiang, M. F. & Ioannidis, S., Oct 2019, In : Neural Networks. 118, p. 65-80 16 p.

Research output: Contribution to journalArticle

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

for the Imaging and Informatics In Retinopathy Of Prematurity (i-ROP) Research Consortium, May 1 2019, In : British Journal of Ophthalmology. 103, 5, p. 580-584 5 p.

Research output: Contribution to journalArticle

15 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

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

Taylor, S., Brown, J. M., Gupta, K., Campbell, J. P., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Kim, S. J., Kalpathy-Cramer, J. & Chiang, M. F., Sep 2019, In : JAMA ophthalmology. 137, 9, p. 1022-1028 7 p.

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

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 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
2 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

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

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. R. & Chiang, M. F., May 2018, In : Pediatrics in review. 39, 5, p. 225-234 10 p.

Research output: Contribution to journalArticle

1 Scopus citations

Performance Rates Measured in the American Academy of Ophthalmology IRIS© Registry (Intelligent Research in Sight)

Rich, W. L., Chiang, M., Lum, F., Hancock, R. & Parke, D. W., Jan 1 2018, (Accepted/In press) In : Ophthalmology.

Research output: Contribution to journalArticle

4 Scopus citations

Secondary use of electronic health record data for clinical workflow analysis

Hribar, M., Read-Brown, S., Goldstein, I. H., Reznick, L., Lombardi, L., Parikh, M., Chamberlain, W. & Chiang, M., Jan 1 2018, In : Journal of the American Medical Informatics Association. 25, 1, p. 40-46 7 p., ocx098.

Research output: Contribution to journalArticle

15 Scopus citations

Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology Clinics

Lin, W. C., Goldstein, I. H., Hribar, M., Huang, A. & Chiang, M., Jan 1 2018, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2018, p. 1387-1394 8 p.

Research output: Contribution to journalArticle

The 2016 American Academy of Ophthalmology IRIS® Registry (Intelligent Research in Sight) Database: Characteristics and Methods

Chiang, M., Sommer, A., Rich, W. L., Lum, F. & Parke, D. W., Jan 1 2018, (Accepted/In press) In : Ophthalmology.

Research output: Contribution to journalArticle

15 Scopus citations

The genetics of retinopathy of prematurity: a model for neovascular retinal disease

Imaging and Informatics in ROP Research Consortium, Sep 1 2018, In : Ophthalmology. Retina. 2, 9, p. 949-962 14 p.

Research output: Contribution to journalArticle

Visual acuity recovery following traumatic hyphema in a pediatric population

Boese, E. A., Karr, D., Chiang, M. & Kopplin, L. J., Jan 1 2018, (Accepted/In press) In : Journal of AAPOS.

Research output: Contribution to journalArticle

3 Scopus citations

Visual impairment evaluation in 119 children with congenital Zika syndrome

Ventura, L. O., Ventura, C. V., Dias, N. D. C., Vilar, I. G., Gois, A. L., Arantes, T. E., Fernandes, L. C., Chiang, M., Miller, M. T. & Lawrence, L., Jan 1 2018, (Accepted/In press) In : Journal of AAPOS.

Research output: Contribution to journalArticle

10 Scopus citations
2017

Assessment of a Tele-education System to Enhance Retinopathy of Prematurity Training by International Ophthalmologists-in-Training in Mexico

on behalf of the, GEN-ROP, and the, i-ROP Research Consortium, GEN-ROP, and the, i-ROP Research Consortium, and the, i-ROP Research Consortium & i-ROP Research Consortium, Jul 2017, In : Ophthalmology. 124, 7, p. 953-961 9 p.

Research output: Contribution to journalArticle

12 Scopus citations

Changes in relative position of choroidal versus retinal vessels in preterm infants

Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium, Dec 2017, In : Investigative Ophthalmology and Visual Science. 58, 14, p. 6334-6341 8 p.

Research output: Contribution to journalArticle

1 Scopus citations
4 Scopus citations

Handheld optical coherence tomography angiography and ultra-wide-field optical coherence tomography in retinopathy of prematurity

Campbell, J., Nudleman, E., Yang, J., Tan, O., Chan, R. V. P., Chiang, M., Huang, D. & Liu, G., Sep 1 2017, In : JAMA Ophthalmology. 135, 9, p. 977-981 5 p.

Research output: Contribution to journalArticle

26 Scopus citations

Plus Disease in Retinopathy of Prematurity: Diagnostic Trends in 2016 Versus 2007

Moleta, C., Campbell, J. P., Kalpathy-Cramer, J., Chan, R. V. P., Ostmo, S., Jonas, K., Chiang, M. F., Chiang, M. F., Ostmo, S., Sonmez, K., Campbell, J. P., Chan, R. V. P., Jonas, K., Horowitz, J., Coki, O., Eccles, C. A., Sarna, L., Berrocal, A., Negron, C., Denser, K. & 28 others, Cumming, K., Osentoski, T., Check, T., Zajechowski, M., Lee, T., Kruger, E., McGovern, K., Simmons, C., Murthy, R., Galvis, S., Rotter, J., Chen, I., Li, X., Taylor, K., Roll, K., Kalpathy-Cramer, J., Erdogmus, D., Ioannidis, S., Martinez-Castellanos, M. A., Salinas-Longoria, S., Romero, R., Arriola, A., Olguin-Manriquez, F., Meraz-Gutierrez, M., Dulanto-Reinoso, C. M., Montero-Mendoza, C., Imaging & Informatics in ROP Research Consortium, . I. I. ROP. R. C. & Imaging & Informatics in ROP Research Consortium, . I. I. ROP. R. C., Apr 1 2017, In : American journal of ophthalmology. 176, p. 70-76 7 p.

Research output: Contribution to journalArticle

3 Scopus citations

Quantifying the Impact of Trainee Providers on Outpatient Clinic Workflow using Secondary EHR Data

Goldstein, I. H., Hribar, M., Sarah, R. B. & Chiang, M., Jan 1 2017, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2017, p. 760-769 10 p.

Research output: Contribution to journalArticle

2 Scopus citations

Time requirements for electronic health record use in an academic ophthalmology center

Read-Brown, S., Hribar, M., Reznick, L., Lombardi, L., Parikh, M., Chamberlain, W., Bailey, S., Wallace, J. B., Yackel, T. & Chiang, M., Nov 1 2017, In : JAMA Ophthalmology. 135, 11, p. 1250-1257 8 p.

Research output: Contribution to journalArticle

22 Scopus citations
2016

Clinic Workflow Simulations using Secondary EHR Data

Hribar, M., Biermann, D., Read-Brown, S., Reznick, L., Lombardi, L., Parikh, M., Chamberlain, W., Yackel, T. & Chiang, M., 2016, In : AMIA ... Annual Symposium proceedings. AMIA Symposium. 2016, p. 647-656 10 p.

Research output: Contribution to journalArticle

3 Scopus citations