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List of works by Michael F. Chiang

A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment

scientific article published on 03 July 2019

A murine model for retinopathy of prematurity identifies endothelial cell proliferation as a potential mechanism for plus disease

scientific article published on 07 August 2013

Accuracy and Reliability of Eye-Based vs Quadrant-Based Diagnosis of Plus Disease in Retinopathy of Prematurity

scientific article published on 01 June 2018

Accuracy and reliability of remote retinopathy of prematurity diagnosis

scientific article

Accuracy of retinopathy of prematurity diagnosis by retinal fellows

scientific article

Accuracy of retinopathy of prematurity image-based diagnosis by pediatric ophthalmology fellows: implications for training

scientific article published on December 2011

Aggressive Posterior Retinopathy of Prematurity: Clinical and Quantitative Imaging Features in a Large North American Cohort

scientific article published on 07 February 2020

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

scientific article published on 12 September 2019

Aggressive posterior retinopathy of prematurity: a pilot study of quantitative analysis of vascular features

scientific article published on 21 November 2014

Analysis of Total Time Requirements of Electronic Health Record Use by Ophthalmologists Using Secondary EHR Data

scientific article published on 05 December 2018

Anti-Vascular Endothelial Growth Factor and the Evolving Management Paradigm for Retinopathy of Prematurity

scientific article published on 29 May 2018

Applications of Artificial Intelligence to Electronic Health Record Data in Ophthalmology

scientific article published on 27 February 2020

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

scientific article published on 26 March 2020

Artificial Intelligence in Retinopathy of Prematurity Diagnosis

scientific article published on 10 February 2020

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

scientific article published on 3 April 2017

Assessment of image-based technology: impact of referral cutoff on accuracy and reliability of remote retinopathy of prematurity diagnosis.

scientific article

Association between assisted reproductive technology and advanced retinopathy of prematurity

scientific article

Association of the Presence of Trainees With Outpatient Appointment Times in an Ophthalmology Clinic

scientific article

Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks

scholarly article by James M Brown et al published 1 July 2018 in JAMA Ophthalmology

Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks

scientific article published on 31 January 2019

Automated detection of early-stage ROP using a deep convolutional neural network

scientific article published on 23 August 2020

Bringing Ophthalmic Graduate Medical Education into the 2020s with Information Technology

scientific article published on 23 December 2020

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

scientific article published on 18 January 2019

Changes in Relative Position of Choroidal Versus Retinal Vessels in Preterm Infants

scientific article published in December 2017

Classification and comparison via neural networks

scientific article published on 19 June 2019

Clinic Workflow Simulations using Secondary EHR Data

scientific article

Clinical Documentation in Electronic Health Record Systems: Analysis of Patient Record Review During Outpatient Ophthalmology Visits

scientific article published on 05 December 2018

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

scientific article published on 05 December 2018

Color fundus photography versus fluorescein angiography in identification of the macular center and zone in retinopathy of prematurity.

scientific article published on 28 January 2015

Community-based vision health screening with on-site definitive exams: Design and outcomes

scientific article published on 18 December 2018

Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis

scientific article

Computer-based image analysis for plus disease diagnosis in retinopathy of prematurity

scientific article

Current Challenges and Barriers to Real-World Artificial Intelligence Adoption for the Healthcare System, Provider, and the Patient

scientific article published on 11 August 2020

Data Driven Scheduling for Improving Patient Efficiency in Ophthalmology Clinics

scientific article published on 10 October 2018

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

scientific article published on 05 December 2018

Demystifying the Jargon: The Bridge between Ophthalmology and Artificial Intelligence

scientific article published on 01 April 2019

Describing Retinopathy of Prematurity: Current Limitations and New Challenges

scientific article published on 01 May 2019

Development of Screening Criteria for Retinopathy of Prematurity in Ulaanbaatar, Mongolia, Using a Web-based Data Management System

scientific article published on 01 September 2020

Diagnostic Accuracy of Ophthalmoscopy vs Telemedicine in Examinations for Retinopathy of Prematurity.

scientific article published in May 2018

Diagnostic Discrepancies in Retinopathy of Prematurity Classification

scientific article

Diagnostic performance of a telemedicine system for ophthalmology: advantages in accuracy and speed compared to standard care ⬇️

scientific article published on November 13, 2010

Electronic health record impact on productivity and efficiency in an academic pediatric ophthalmology practice.

scientific article

Electronic health record systems in ophthalmology: impact on clinical documentation

scientific article published on 16 May 2013

Emerging Ethical Considerations for the Use of Artificial Intelligence in Ophthalmology

scientific article published in 2022

Evaluating and Improving an Outpatient Clinic Scheduling Template Using Secondary Electronic Health Record Data.

scientific article published in January 2017

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

scientific article published on 16 December 2019

Evaluation of Screening for Retinopathy of Prematurity by ROPtool or a Lay Reader

scientific article published on 8 December 2015

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

scientific article published on 23 November 2018

Evaluation of a novel retinopathy of prematurity severity scale applied by clinicians and deep learning

scientific article published on 26 October 2020

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

scientific article published on 11 April 2020

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

scientific article published on 16 March 2019

Evaluation of electronic health record implementation in ophthalmology at an academic medical center (an American Ophthalmological Society thesis).

scientific article published on September 2013

Evaluation of vascular disease progression in retinopathy of prematurity using static and dynamic retinal images

scientific article published on 22 October 2011

Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis.

scientific article published on 14 April 2016

Extraction of Active Medications and Adherence Using Natural Language Processing for Glaucoma Patients

scientific article published on 01 January 2021

Handheld Optical Coherence Tomography Angiography and Ultra-Wide-Field Optical Coherence Tomography in Retinopathy of Prematurity

scientific article published on 27 July 2017

Image analysis for retinopathy of prematurity diagnosis

scientific article published on October 2009

Image analysis for retinopathy of prematurity: Where are we headed? ⬇️

scientific article published on October 1, 2012

Impact of an electronic health record operating room management system in ophthalmology on documentation time, surgical volume, and staffing

scientific article published on 01 May 2014

Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees

scientific article published on 5 November 2015

Incorporating Imaging in an ROP Screening Practice ⬇️

scientific article published on May 1, 2012

Influence of Fluorescein Angiography on the Diagnosis and Management of Retinopathy of Prematurity.

scientific article published on 28 May 2015

Interexpert agreement in the identification of macular location in infants at risk for retinopathy of prematurity

scientific article published on 01 September 2010

Interexpert agreement of plus disease diagnosis in retinopathy of prematurity

scientific article published in July 2007

Introduction to Machine Learning, Neural Networks, and Deep Learning

scientific article published on 27 February 2020

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

scientific article published on 01 December 2018

Level Sets for Retinal Vasculature Segmentation Using Seeds from Ridges and Edges from Phase Maps.

scientific article published on January 2012

Long-term follow-up in patients with retinopathy of prematurity

scientific article published in November 2011

Military Model Proposes a Way Forward for Telehealth in Ophthalmology

scientific article published on 27 August 2020

Mobile Phone Use Among Medical Residents: A Cross-Sectional Multicenter Survey in Saudi Arabia

scientific article published on 19 May 2016

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

scientific article published on 03 July 2019

Ophthalmic imaging in children: current practice patterns and perceived barriers

scientific article published on 15 March 2018

Parental perceptions toward digital imaging and telemedicine for retinopathy of prematurity management

scientific article

Plus Disease in Retinopathy of Prematurity: A Continuous Spectrum of Vascular Abnormality as a Basis of Diagnostic Variability

scientific article published on 30 August 2016

Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach

scientific article published on 14 February 2020

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

scientific article published on 10 January 2017

Plus Disease in Retinopathy of Prematurity: Improving Diagnosis by Ranking Disease Severity and Using Quantitative Image Analysis

scientific article published on 24 August 2016

Plus Disease in Retinopathy of Prematurity: More Than Meets the ICROP?

scientific article published on 24 May 2018

Plus disease diagnosis in retinopathy of prematurity: vascular tortuosity as a function of distance from optic disk

scientific article published on September 2013

Plus disease in retinopathy of prematurity: an analysis of diagnostic performance

scientific article

Plus disease in retinopathy of prematurity: diagnostic impact of field of view

scientific article published on June 2012

Plus disease in retinopathy of prematurity: qualitative analysis of diagnostic process by experts

scientific article published on August 2013

Practice Patterns in Retinopathy of Prematurity Treatment for Disease Milder Than Recommended by Guidelines.

scientific article published on 15 December 2015

Predicting Wait Times in Pediatric Ophthalmology Outpatient Clinic Using Machine Learning

scientific article published on 01 January 2019

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

scientific article

Ranibizumab Population Pharmacokinetics and Free VEGF Pharmacodynamics in Preterm Infants With Retinopathy of Prematurity in the RAINBOW Trial

scientific article published on 29 July 2020

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

scientific article published on 12 September 2019

Real world variability in plus disease identified using a deep learning-based retinopathy of prematurity severity scale

scientific article published on 04 May 2020

Reply

Reporting guidelines for artificial intelligence in medical research

scientific article published on 10 September 2020

Response to Letter: Secondary use of electronic health record data for clinical workflow analysis

scientific article published on 01 July 2018

Retinal Telemedicine

scientific article published on 29 January 2018

Retinopathy of Prematurity in Infants Weighing Less Than 500 Grams at Birth Enrolled in the Early Treatment for Retinopathy of Prematurity Study ⬇️

scientific article published on January 6, 2011

Retinopathy of prematurity residency training.

scientific article published on December 2012

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

scientific article published on 19 April 2018

Risk factors for retinopathy of prematurity: insights from outlier infants.

scientific article

Science and art in retinopathy of prematurity diagnosis

scientific article

Secondary Use of EHR Timestamp data: Validation and Application for Workflow Optimization

scientific article

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

scientific article published on 05 December 2018

Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging

scientific article published on 26 March 2020

Smoking Is Associated with Higher Intraocular Pressure Regardless of Glaucoma: A Retrospective Study of 12.5 Million Patients Using the Intelligent Research in Sight (IRIS®) Registry

scientific article published on 31 March 2020

Speed of telemedicine vs ophthalmoscopy for retinopathy of prematurity diagnosis

scientific article

Structure-based level set method for automatic retinal vasculature segmentation

Telemedical Diagnosis of Stage 4 and Stage 5 Retinopathy of Prematurity

scientific article published on 09 June 2017

Telemedical diagnosis of retinopathy of prematurity intraphysician agreement between ophthalmoscopic examination and image-based interpretation

scientific article

Telemedical retinopathy of prematurity diagnosis: accuracy, reliability, and image quality

scientific article published in November 2007

The Global Education Network for Retinopathy of Prematurity (Gen-Rop): Development, Implementation, and Evaluation of A Novel Tele-Education System (An American Ophthalmological Society Thesis).

scientific article

The use of digital imaging in the identification of skip areas after laser treatment for retinopathy of prematurity and its implications for education and patient care

scientific article

Time-motion analysis of clinical nursing documentation during implementation of an electronic operating room management system for ophthalmic surgery

scientific article

Toward a severity index for ROP: An unsupervised approach

scientific article

Training fellows for retinopathy of prematurity care: a Web-based survey

scientific article

Training of Residents and Fellows in Retinopathy of Prematurity Around the World: An International Web-Based Survey

scientific article published on 01 September 2019

Use of Electronic Health Records and Administrative Data for Public Health Surveillance of Eye Health and Vision-Related Conditions in the United States ⬇️

scientific article published on December 1, 2012

Variation in appearance of severe zone 1 retinopathy of prematurity during wide-angle contact photography.

scientific article published in May 2008

Visual acuity recovery following traumatic hyphema in a pediatric population.

scientific article published on 7 March 2018

Visual impairment evaluation in 119 children with congenital Zika syndrome

scholarly article by Liana O Ventura et al published June 2018 in Journal of American Association for Pediatric Ophthalmology and Strabismus

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