Michael F. Chiang

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 52

Top Topics

Machine Learning

Biomedical Informatics

Pairwise Comparisons

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Michael F. Chiang, Yifan Peng, Zhiyong Lu
Hidden Flaws Behind Expert-Level Accuracy of GPT-4 Vision in Medicine. CoRR (2024)
Wei-Chun Lin, Aiyin Chen, Xubo Song, Nicole Gray Weiskopf, Michael F. Chiang, Michelle R. Hribar
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. 31 (2) (2024)
Qiao Jin, Fangyuan Chen, Yiliang Zhou, Ziyang Xu, Justin M. Cheung, Robert Chen, Ronald M. Summers, Justin F. Rousseau, Peiyun Ni, Marc J. Landsman, Sally L. Baxter, Subhi J. Al'Aref, Yijia Li, Alexander Chen, Josef A. Brejt, Michael F. Chiang, Yifan Peng, Zhiyong Lu
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine. npj Digit. Medicine 7 (1) (2024)
Katharina Viktoria Hoebel, Andréanne Lemay, John Peter Campbell, Susan Ostmo, Michael F. Chiang, Christopher P. Bridge, Matthew D. Li, Praveer Singh, Aaron S. Coyner, Jayashree Kalpathy-Cramer
A generalized framework to predict continuous scores from medical ordinal labels. CoRR (2023)
Shuibin Ni, Thanh-Tin P. Nguyen, Ringo Ng, Mani Woodward, Susan Ostmo, Yali Jia, Michael F. Chiang, David Huang, Alison H. Skalet, J. Peter Campbell, Yifan Jian
Panretinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 42 (11) (2023)
Huijuan Yang, Aaron S. Coyner, Feri Guretno, Ivan Ho Mien, Chuan Sheng Foo, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Pavitra Krishnaswamy
A Minimally Supervised Approach for Medical Image Quality Assessment in Domain Shift Settings. ICASSP (2022)
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Spectral Ranking Regression. ACM Trans. Knowl. Discov. Data 16 (6) (2022)
Qingyu Chen, Tiarnan D. Keenan, Alexis Allot, Sanjeeb Bhandari, Geoff Broadhead, Chantal Cousineau-Krieger, Ellen Davis, William G. Gensheimer, David Grasic, Seema Gupta, Eleni Konstantinou, Tania Lamba, Michele Maiberger, Arnold Oshinsky, Brittany Powell, Boonkit Purt, Soo Shin, Hillary Steifel, Alisa T. Thavikulwat, Keith Wroblewski, Sirisha Koirala, Tom Murickan, Michael F. Chiang, Michelle R. Hribar, Emily Y. Chew, Zhiyong Lu
Automated and Accessible Diagnosis of Age-related Macular Degeneration: a Comparative Analysis of the impact of machine learning models in clinical diagnostic Workflows. AMIA (2022)
Adam Rule, Michael F. Chiang, Michelle R. Hribar
Medical Scribes Have a Variable Impact on Documentation Workflows. MedInfo (2021)
Aaron S. Coyner, Praveer Singh, James M. Brown, Susan Ostmo, R. V. Paul Chan, Michael F. Chiang, Jayashree Kalpathy-Cramer, J. Peter Campbell
Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations. CoRR (2021)
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Deep Spectral Ranking. AISTATS (2021)
Peng Tian, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Automated ROP Diagnostic System based on Comparisons and U-Net Segmentation. PETRA (2021)
Veysi Yildiz, Jennifer G. Dy, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Stratis Ioannidis, Deniz Erdogmus
Structurally Guided Channel Attention Networks: SGCA-Net. PETRA (2021)
Veysi Yildiz, Stratis Ioannidis, Ilkay Yildiz, Peng Tian, John Peter Campbell, Susan Ostmo, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy
Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity. ISBI (2021)
Wei-Chun Lin, Jimmy Chen, Joel V. Kaluzny, Aiyin Chen, Michael F. Chiang, Michelle R. Hribar
Extraction of Active Medications and Adherence Using Natural Language Processing for Glaucoma Patients. AMIA (2021)
Clement J. McDonald, Patricia Flatley Brennan, Michael F. Chiang, Joshua Denny, Zhiyong Lu
Informatics-izing the National Institutes of Health. AMIA (2021)
Adam Rule, Isaac H. Goldstein, Michael F. Chiang, Michelle R. Hribar
Clinical Documentation as End-User Programming. CHI (2020)
Matthew D. Li, Ken Chang, Ben Bearce, Connie Y. Chang, Ambrose J. Huang, J. Peter Campbell, James M. Brown, Praveer Singh, Katharina Viktoria Hoebel, Deniz Erdogmus, Stratis Ioannidis, William E. Palmer, Michael F. Chiang, Jayashree Kalpathy-Cramer
Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. npj Digit. Medicine 3 (2020)
Adam Rule, Michael F. Chiang, Michelle R. Hribar
Using electronic health record audit logs to study clinical activity: a systematic review of aims, measures, and methods. J. Am. Medical Informatics Assoc. 27 (3) (2020)
Michelle R. Hribar, Haley Dusek, Isaac Goldstein, Adam Rule, Michael F. Chiang
Methods for Large-Scale Quantitative Analysis of Scribe Impacts on Clinical Documentation. AMIA (2020)
Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Fast and Accurate Ranking Regression. AISTATS (2020)
Jimmy Chen, Isaac H. Goldstein, Wei-Chun Lin, Michael F. Chiang, Michelle R. Hribar
Application of Machine Learning to Predict Patient No-Shows in an Academic Pediatric Ophthalmology Clinic. AMIA (2020)
Aaron S. Coyner, Jimmy Chen, John Peter Campbell, Susan Ostmo, Praveer Singh, Jayashree Kalpathy-Cramer, Michael F. Chiang
Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity. AMIA (2020)
Sally L. Baxter, Helena E. Gali, Michael F. Chiang, Michelle R. Hribar, Lucila Ohno-Machado, Robert El-Kareh, Abigail E. Huang, Heather E. Chen, Andrew Camp, Don O. Kikkawa, Bobby S. Korn, Jeffrey E. Lee, Christopher A. Longhurst, Marlene Millen
Promoting Quality Face-to-Face Communication during Ophthalmology Encounters in the Electronic Health Record Era. Appl. Clin. Inform. 11 (01) (2020)
Jin Chao, Ahmad Al Badawi, Balagopal Unnikrishnan, Jie Lin, Chan Fook Mun, James M. Brown, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Ramaseshan Chandrasekhar, Pavitra Krishnaswamy, Khin Mi Mi Aung
CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images. CoRR (2019)
Khalil Ouardini, Huijuan Yang, Balagopal Unnikrishnan, Manon Romain, Camille Garcin, Houssam Zenati, J. Peter Campbell, Michael F. Chiang, Jayashree Kalpathy-Cramer, Vijay Chandrasekhar, Pavitra Krishnaswamy, Chuan-Sheng Foo
Towards Practical Unsupervised Anomaly Detection on Retinal Images. DART/MIL3ID@MICCAI (2019)
Mara Graziani, James M. Brown, Vincent Andrearczyk, Veysi Yildiz, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Michael F. Chiang, Jayashree Kalpathy-Cramer, Henning Müller
Improved interpretability for computer-aided severity assessment of retinopathy of prematurity. Medical Imaging: Computer-Aided Diagnosis (2019)
Peng Tian, Yuan Guo, Jayashree Kalpathy-Cramer, Susan Ostmo, John Peter Campbell, Michael F. Chiang, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis
A Severity Score for Retinopathy of Prematurity. KDD (2019)
Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Accelerated Experimental Design for Pairwise Comparisons. CoRR (2019)
Adam Rule, Michael F. Chiang, Michelle R. Hribar
More Than Copy-Paste: Content-Importing in Clinical Documentation. AMIA (2019)
Wei-Chun Lin, Isaac H. Goldstein, Michelle R. Hribar, David S. Sanders, Michael F. Chiang
Predicting Wait Times in Pediatric Ophthalmology Outpatient Clinic Using Machine Learning. AMIA (2019)
Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Accelerated Experimental Design for Pairwise Comparisons. SDM (2019)
Ilkay Yildiz, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, James M. Brown, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Classification and comparison via neural networks. Neural Networks 118 (2019)
Yuan Guo, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis
Variational Inference from Ranked Samples with Features. ACML (2019)
Michelle R. Hribar, Michael F. Chiang
Response to Letter: Secondary use of electronic health record data for clinical workflow analysis. J. Am. Medical Informatics Assoc. 25 (7) (2018)
Michelle R. Hribar, David A. Biermann, Isaac H. Goldstein, Michael F. Chiang
Clinical Documentation in Electronic Health Record Systems: Analysis of Patient Record Review During Outpatient Ophthalmology Visits. AMIA (2018)
Michelle R. Hribar, Sarah Read-Brown, Isaac H. Goldstein, Leah G. Reznick, Lorinna Lombardi, Mansi Parikh, Winston Chamberlain, Michael F. Chiang
Secondary use of electronic health record data for clinical workflow analysis. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Andrew Beers, James M. Brown, Ken Chang, J. Peter Campbell, Susan Ostmo, Michael F. Chiang, Jayashree Kalpathy-Cramer
High-resolution medical image synthesis using progressively grown generative adversarial networks. CoRR (2018)
Abigail Huang, Michelle R. Hribar, Isaac H. Goldstein, Brad Henriksen, Wei-Chun Lin, Michael F. Chiang
Clinical Documentation in Electronic Health Record Systems: Analysis of Similarity in Progress Notes from Consecutive Outpatient Ophthalmology Encounters. AMIA (2018)
Wei-Chun Lin, Isaac H. Goldstein, Michelle R. Hribar, Abigail Huang, Michael F. Chiang
Secondary Use of Electronic Health Record Data for Prediction of Outpatient Visit Length in Ophthalmology Clinics. AMIA (2018)
Yuan Guo, Peng Tian, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy, Stratis Ioannidis
Experimental Design under the Bradley-Terry Model. IJCAI (2018)
Isaac H. Goldstein, Michelle R. Hribar, Leah G. Reznick, Michael F. Chiang
Analysis of Total Time Requirements of Electronic Health Record Use by Ophthalmologists Using Secondary EHR Data. AMIA (2018)
Aaron S. Coyner, Ryan Swan, James M. Brown, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang
Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity. AMIA (2018)
Szu-Yeu Hu, Andrew Beers, Ken Chang, Kathi Höbel, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Jennifer G. Dy, Michael F. Chiang, Jayashree Kalpathy-Cramer, James M. Brown
Deep feature transfer between localization and segmentation tasks. CoRR (2018)
Patricia Flatley Brennan, Michael F. Chiang, Lucila Ohno-Machado
Biomedical informatics and data science: evolving fields with significant overlap. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Isaac H. Goldstein, Michelle R. Hribar, Sarah Read-Brown, Michael F. Chiang
Quantifying the Impact of Trainee Providers on Outpatient Clinic Workflow using Secondary EHR Data. AMIA (2017)
Aaron S. Coyner, Ryan Swan, Jayashree Kalpathy-Cramer, Sang-Jin Kim, John Peter Campbell, Karyn Jonas, Susan Ostmo, R. V. P. Chan, Michael F. Chiang
Automated Image Quality Assessment for Fundus Images in Retinopathy of Prematurity. AMIA (2017)
Michelle R. Hribar, Sarah Read-Brown, Leah G. Reznick, Michael F. Chiang
Evaluating and Improving an Outpatient Clinic Scheduling Template Using Secondary Electronic Health Record Data. AMIA (2017)
Trevor Jamieson, Michael F. Chiang, Teja Voruganti, Allison Kurahashi, Alyssa Bertram, Sara Subramaniam, Amna Husain
Using Social Networking Analysis to Understand the Importance of Patients and Caregivers in Online Teams of Care. AMIA (2017)
Peng Tian, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Susan Ostmo, Karyn Jonas, R. V. P. Chan, J. Peter Campbell, Michael F. Chiang, Deniz Erdogmus
Toward a severity index for ROP: An unsupervised approach. EMBC (2016)
Trevor Jamieson, Amna Husain, Peter B. Weinstein, Teja Voruganti, Allison Kurahashi, Alyssa Bertram, Michael F. Chiang
Using Social Networking Analysis to Provide Greater Context to the Evaluation of a Team-Based Communication Tool. AMIA (2016)
Michelle R. Hribar, David A. Biermann, Sarah Read-Brown, Leah G. Reznick, Lorinna Lombardi, Mansi Parikh, Winston Chamberlain, Thomas R. Yackel, Michael F. Chiang
Clinic Workflow Simulations using Secondary EHR Data. AMIA (2016)
Esra Ataer Cansizoglu, Yuichi Taguchi, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus
Analysis of shape assumptions in 3D reconstruction of retina from multiple fundus images. ISBI (2015)
Michelle R. Hribar, Sarah Read-Brown, Leah G. Reznick, Lorinna Lombardi, Mansi Parikh, Thomas R. Yackel, Michael F. Chiang
Secondary Use of EHR Timestamp data: Validation and Application for Workflow Optimization. AMIA (2015)
Verónica Bolón-Canedo, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Michael F. Chiang
A GMM-based feature extraction technique for the automated diagnosis of Retinopathy of Prematurity. ISBI (2015)
Sarah Read-Brown, Michelle R. Hribar, Grant Aaker, Leah G. Reznick, Thomas R. Yackel, Michael F. Chiang
Identification of Variables that Predict Visit Times for Analyzing Ophthalmology Clinic Workflows. AMIA (2015)
Verónica Bolón-Canedo, Esra Ataer Cansizoglu, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Michael F. Chiang
Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach. Comput. Methods Programs Biomed. 122 (1) (2015)
John Peter Campbell, Ryan Swan, Karyn Jonas, Susan Ostmo, Camila Ventura, Maria-Ana Martinez-Castellanos, Rachelle G. Anzures, Michael F. Chiang, R. V. P. Chan
Implementation and evaluation of a tele-education system for the diagnosis of ophthalmic disease by international trainees. AMIA (2015)
Travis K. Redd, Julie Doberne, Daniel Lattin, Thomas R. Yackel, Carl O. Eriksson, Vishnu Mohan, Jeffrey Allen Gold, Joan S. Ash, Michael F. Chiang
Variability in Electronic Health Record Usage and Perceptions among Specialty vs. Primary Care Physicians. AMIA (2015)
Julie Doberne, Ze He, Vishnu Mohan, Jeffrey Allen Gold, Jenna L. Marquard, Michael F. Chiang
Using High-Fidelity Simulation and Eye Tracking to Characterize Workflow Patterns among Hospital Physicians. AMIA (2015)
Michael C. Ryan, Susan Ostmo, Karyn Jonas, Audina Berrocal, Kimberly Drenser, Jason Horowitz, Thomas C. Lee, Charles Simmons, Maria-Ana Martinez-Castellanos, R. V. P. Chan, Michael F. Chiang
Development and Evaluation of Reference Standards for Image-based Telemedicine Diagnosis and Clinical Research Studies in Ophthalmology. AMIA (2014)
Sarah Read-Brown, Michelle R. Hribar, Leah G. Reznick, Thomas R. Yackel, Michael F. Chiang
Using EHR Timestamps for Analyzing Ophthalmology Clinic Workflows. AMIA (2014)
Bekir Dizdaroglu, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus
Structure-based level set method for automatic retinal vasculature segmentation. EURASIP J. Image Video Process. 2014 (2014)
Sarah Read-Brown, David S. Sanders, Anna S. Brown, Thomas R. Yackel, Dongseok Choi, Daniel C. Tu, Michael F. Chiang
Time-Motion Analysis of Clinical Nursing Documentation During Implementation of an Electronic Operating Room Management System for Ophthalmic Surgery. AMIA (2013)
Michael F. Chiang, Christoph U. Lehmann, Thomas R. Yackel, Jessica Kahn
Challenges in Electronic Health Record Implementation: Making Meaningful Use Meaningful for Specialists and Primary Care Providers. AMIA (2012)
Bekir Dizdaroglu, Esra Ataer Cansizoglu, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus
Level sets for retinal vasculature segmentation using seeds from ridges and edges from phase maps. MLSP (2012)
Esra Ataer Cansizoglu, Sheng You, Jayashree Kalpathy-Cramer, Katie Keck, Michael F. Chiang, Deniz Erdogmus
Observer and feature analysis on diagnosis of retinopathy of prematurity. MLSP (2012)
Michael F. Chiang, John C. Hwang, Alexander C. Yu, Daniel S. Casper, James J. Cimino, Justin Starren
Reliability of SNOMED-CT Coding by Three Physicians using Two Terminology Browsers. AMIA (2006)
Michael F. Chiang, Jeremy D. Keenan, Yunling E. Du, William Schiff, Gaetano Barile, Joan Li, Ditte J. Hess, Rose Anne Johnson, John Flynn, Justin Starren
Assessment of Image-Based Technology: Impact of Referral Cutoff on Accuracy and Reliability of Remote Retinopathy of Prematurity Diagnosis. AMIA (2005)
Suhit Gupta, Gail E. Kaiser, Peter Grimm, Michael F. Chiang, Justin Starren
Automating Content Extraction of HTML Documents. World Wide Web 8 (2) (2005)
Hui Cao, Marianthi Markatou, Genevieve B. Melton, Michael F. Chiang, George Hripcsak
Mining a clinical data warehouse to discover disease-finding associations using co-occurrence statistics. AMIA (2005)
Michael F. Chiang, Justin Starren
Evaluation of consumer health website accessibility by users with sensory and physical disabilities. MedInfo (2004)
Michael F. Chiang, Hui Cao, Pallav Sharda, George Hripcsak, Justin B. Starren
An Experimental System for Comparing Speed, Accuracy, and Completeness of Physician Data Entry using Electronic and Paper Methods. AMIA (2003)
Michael F. Chiang, Justin B. Starren
Software engineering risk factors in the implementation of a small electronic medical record system: the problem of scalability. AMIA (2002)