Michael F. Chiang
Orcid: 0000-0002-8172-7636
According to our database1,
Michael F. Chiang
authored at least 72 papers
between 2002 and 2024.
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Bibliography
2024
Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data.
J. Am. Medical Informatics Assoc., January, 2024
2023
CoRR, 2023
2022
A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings.
Proceedings of the IEEE International Conference on Acoustics, 2022
Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows.
Proceedings of the AMIA 2022, 2022
2021
Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations.
CoRR, 2021
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Extraction of Active Medications and Adherence Using Natural Language Processing for Glaucoma Patients.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging.
npj Digit. Medicine, 2020
Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods.
J. Am. Medical Informatics Assoc., 2020
Promoting Quality Face-to-Face Communication during Ophthalmology Encounters in the Electronic Health Record Era.
Appl. Clin. Inform., 2020
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Methods for Large-Scale Quantitative Analysis of Scribe Impacts on Clinical Documentation.
Proceedings of the AMIA 2020, 2020
Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity.
Proceedings of the AMIA 2020, 2020
Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology Clinic.
Proceedings of the AMIA 2020, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images.
CoRR, 2019
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the AMIA 2019, 2019
Predicting Wait Times in Pediatric Ophthalmology Outpatient Clinic Using Machine Learning.
Proceedings of the AMIA 2019, 2019
Proceedings of The 11th Asian Conference on Machine Learning, 2019
2018
J. Am. Medical Informatics Assoc., 2018
Response to Letter: Secondary use of electronic health record data for clinical workflow analysis.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
High-resolution medical image synthesis using progressively grown generative adversarial networks.
CoRR, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology Clinics.
Proceedings of the AMIA 2018, 2018
Clinical Documentation in Electronic Health Record Systems: Analysis of Similarity in Progress Notes from Consecutive Outpatient Ophthalmology Encounters.
Proceedings of the AMIA 2018, 2018
Clinical Documentation in Electronic Health Record Systems: Analysis of Patient Record Review During Outpatient Ophthalmology Visits.
Proceedings of the AMIA 2018, 2018
Analysis of Total Time Requirements of Electronic Health Record Use by Ophthalmologists Using Secondary EHR Data.
Proceedings of the AMIA 2018, 2018
Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity.
Proceedings of the AMIA 2018, 2018
2017
Using Social Networking Analysis to Understand the Importance of Patients and Caregivers in Online Teams of Care.
Proceedings of the AMIA 2017, 2017
Evaluating and Improving an Outpatient Clinic Scheduling Template Using Secondary Electronic Health Record Data.
Proceedings of the AMIA 2017, 2017
Quantifying the Impact of Trainee Providers on Outpatient Clinic Workflow using Secondary EHR Data.
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Using Social Networking Analysis to Provide Greater Context to the Evaluation of a Team-Based Communication Tool.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach.
Comput. Methods Programs Biomed., 2015
Analysis of shape assumptions in 3D reconstruction of retina from multiple fundus images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Variability in Electronic Health Record Usage and Perceptions among Specialty vs. Primary Care Physicians.
Proceedings of the AMIA 2015, 2015
Identification of Variables that Predict Visit Times for Analyzing Ophthalmology Clinic Workflows.
Proceedings of the AMIA 2015, 2015
Secondary Use of EHR Timestamp data: Validation and Application for Workflow Optimization.
Proceedings of the AMIA 2015, 2015
Using High-Fidelity Simulation and Eye Tracking to Characterize Workflow Patterns among Hospital Physicians.
Proceedings of the AMIA 2015, 2015
Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees.
Proceedings of the AMIA 2015, 2015
2014
EURASIP J. Image Video Process., 2014
Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
2013
Time-Motion Analysis of Clinical Nursing Documentation During Implementation of an Electronic Operating Room Management System for Ophthalmic Surgery.
Proceedings of the AMIA 2013, 2013
2012
Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase maps.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Challenges in Electronic Health Record Implementation: Making Meaningful Use Meaningful for Specialists and Primary Care Providers.
Proceedings of the AMIA 2012, 2012
2006
Proceedings of the AMIA 2006, 2006
2005
Assessment of Image-Based Technology: Impact of Referral Cutoff on Accuracy and Reliability of Remote Retinopathy of Prematurity Diagnosis.
Proceedings of the AMIA 2005, 2005
Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics.
Proceedings of the AMIA 2005, 2005
2004
Evaluation of consumer health website accessibility by users with sensory and physical disabilities.
Proceedings of the MEDINFO 2004, 2004
2003
An Experimental System for Comparing Speed, Accuracy, and Completeness of Physician Data Entry using Electronic and Paper Methods.
Proceedings of the AMIA 2003, 2003
2002
Software engineering risk factors in the implementation of a small electronic medical record system: the problem of scalability.
Proceedings of the AMIA 2002, 2002