Michael Chiang

Professor

  • 5847 Citations
  • 34 h-Index
19992020
If you made any changes in Pure, your changes will be visible here soon.

Research Output 1999 2019

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

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

Tertiary Prevention
Retinopathy of Prematurity
Primary Prevention
Secondary Prevention
Endothelial Growth Factors
3 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
1 Citation (Scopus)

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. & Hribar, M., Jan 1 2019, In : Ophthalmology.

Research output: Contribution to journalArticle

Electronic Health Records
Documentation
Office Visits
Linear Models
Ophthalmology
1 Citation (Scopus)

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
10 Citations (Scopus)

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

Ophthalmology
Learning
Artificial Intelligence
Eye Diseases
Macular Degeneration

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

Artificial Intelligence
Ophthalmology
1 Citation (Scopus)

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
Retinopathy of Prematurity

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

Endophthalmitis
Cataract
Registries
Research
Visual Acuity

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., Jan 1 2019, In : Journal of AAPOS.

Research output: Contribution to journalArticle

Retinopathy of Prematurity
Ophthalmology
Multicenter Studies
Education
Control Groups
1 Citation (Scopus)

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

Retinopathy of Prematurity
Optical Coherence Tomography
Mydriatics
Ophthalmoscopy
Telemedicine

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

Retinopathy of Prematurity
Computer aided diagnosis
learning
curvature
Learning

Making Progress Toward an Electronic Infrastructure for Ophthalmic Care

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

Research output: Contribution to journalComment/debate

3 Citations (Scopus)

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

Retinopathy of Prematurity
Disease Progression
Learning
Blood Vessels
Premature Infants
1 Citation (Scopus)

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

Retinopathy of Prematurity
Laser Therapy
Randomized Controlled Trials
Therapeutics
Ranibizumab

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
Electronic Health Records

Redundancy of Progress Notes for Serial Office Visits

Hribar, M., Rule, A., Huang, A. E., Dusek, H., Goldstein, I. H., Henriksen, B., Lin, W. C., Igelman, A. & Chiang, M., Jan 1 2019, In : Ophthalmology.

Research output: Contribution to journalArticle

Office Visits

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

Workflow
Ophthalmology
Documentation
Time and Motion Studies
Electronic Health Records
2018
6 Citations (Scopus)

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

Retinopathy of Prematurity
Premature Infants
12 Citations (Scopus)

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

Electronic Health Records
Costs and Cost Analysis
Ophthalmologists
Medicaid
Primary Care Physicians

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

Amblyopia
Electronic Health Records
Ophthalmologists
Research Personnel
3 Citations (Scopus)

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

Retinopathy of Prematurity
Vascular Endothelial Growth Factor A
Retinal Diseases
Pediatrics
Telemedicine
6 Citations (Scopus)

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

Ophthalmology
Appointments and Schedules
Outpatients
Electronic Health Records
Physicians
51 Citations (Scopus)

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

Retinopathy of Prematurity
Learning
ROC Curve
Retinal Diseases
Retinal Vessels
3 Citations (Scopus)

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

Informatics
Electronic Health Records
Ophthalmology
Systems Analysis
Documentation
Outpatients
2 Citations (Scopus)

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

Electronic Health Records
Ophthalmology
Systems Analysis
Documentation
Outpatients

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

Ophthalmology
Electronic Health Records
Appointments and Schedules
Pediatrics
Computer Simulation
2 Citations (Scopus)

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

Retinopathy of Prematurity
Learning
Telemedicine
Aptitude
Eye Diseases
13 Citations (Scopus)

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

Ophthalmoscopy
Retinopathy of Prematurity
Telemedicine
Neonatal Intensive Care Units
Ophthalmology
9 Citations (Scopus)

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

Retinopathy of Prematurity
Learning
Blood Vessels
Retinal Vessels
Aptitude
2 Citations (Scopus)

Experimental design under the Bradley-Terry model

Guo, Y., Tian, P., Kalpathy-Cramer, J., Ostmo, S., Campbell, J., Chiang, M., 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, Vol. 2018-July. p. 2198-2204 7 p.

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

Design of experiments
Labels
2 Citations (Scopus)

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

Brown, J. M., Campbell, J., Beers, A., Chang, K., Donohue, K., Ostmo, S., Chan, R. V. P., Dy, J., Erdogmus, D., Ioannidis, S., Chiang, M. & 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
learning
Learning
Monitoring
Infant, Premature, Diseases
1 Citation (Scopus)
Retinopathy of Prematurity
Standard of Care
Vascular Endothelial Growth Factor A

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

Retinopathy of Prematurity

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

Pediatrics
Technology
Ophthalmologists

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

Vision Screening
Consensus
Pediatrics
Research
Visual Acuity
3 Citations (Scopus)

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

Registries
Research
1 Citation (Scopus)

Plus disease in retinopathy of prematurity: More than meets the ICROP?

Ghergherehchi, L., Kim, S. J., Campbell, J., Ostmo, S., Chan, R. V. P. & Chiang, M., May 1 2018, In : Asia-Pacific Journal of Ophthalmology. 7, 3, p. 152-155 4 p.

Research output: Contribution to journalReview article

Retinopathy of Prematurity
Dilatation
Retinal Diseases
Retinal Vessels
Blindness
Workflow
Electronic Health Records
16 Citations (Scopus)

Retinopathy of prematurity: a review of risk factors and their clinical significance

Kim, S. J., Port, A. D., Swan, R., Campbell, J., Chan, R. V. P. & Chiang, M., Jan 1 2018, (Accepted/In press) In : Survey of Ophthalmology.

Research output: Contribution to journalArticle

Retinopathy of Prematurity
Retinal Diseases
Guidelines
Retinal Vessels
Blindness
10 Citations (Scopus)

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

Workflow
Electronic Health Records
Ambulatory Care Facilities
Ophthalmology
Information Storage and Retrieval

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

Electronic Health Records
Ophthalmology
Outpatients
Physicians
12 Citations (Scopus)

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

Registries
Databases
Electronic Health Records
Research
Demography

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

Retinal Diseases
Retinopathy of Prematurity
Retinal Vessels
Vascular Diseases
Premature Infants
3 Citations (Scopus)

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

Hyphema
Visual Acuity
Pediatrics
Population
Nonpenetrating Wounds
6 Citations (Scopus)

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

Vision Disorders
Visual Acuity
Control Groups
Contrast Sensitivity
Social Class
2017

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

Imaging and Informatics in Retinopathy of Prematurity (i-ROP) Research Consortium, Dec 1 2017, In : Investigative Ophthalmology and Visual Science. 58, 14, p. 6334-6341 8 p.

Research output: Contribution to journalArticle

Retinal Vessels
Retinopathy of Prematurity
Premature Infants
Regression Analysis
Optic Disk