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Michael F. Chiang
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2020 – today
- 2024
- [j14]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): 456-464 (2024) - [j13]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) - [i7]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 abs/2401.08396 (2024) - 2023
- [j12]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): 3219-3228 (2023) - [i6]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 abs/2305.19097 (2023) - 2022
- [j11]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): 120:1-120:38 (2022) - [c53]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 - [c52]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: 1286-1290 - 2021
- [c51]Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis:
Deep Spectral Ranking. AISTATS 2021: 361-369 - [c50]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 - [c49]Clement J. McDonald, Patricia Flatley Brennan, Michael F. Chiang, Joshua Denny, Zhiyong Lu:
Informatics-izing the National Institutes of Health. AMIA 2021 - [c48]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: 353-357 - [c47]Adam Rule, Michael F. Chiang
, Michelle R. Hribar:
Medical Scribes Have a Variable Impact on Documentation Workflows. MedInfo 2021: 892-896 - [c46]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: 33-36 - [c45]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: 93-96 - [i5]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 abs/2109.13845 (2021) - 2020
- [j10]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): 130-141 (2020) - [j9]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): 480-490 (2020) - [j8]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) - [c44]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: 77-88 - [c43]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 - [c42]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 - [c41]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 - [c40]Adam Rule, Isaac H. Goldstein, Michael F. Chiang
, Michelle R. Hribar:
Clinical Documentation as End-User Programming. CHI 2020: 1-13
2010 – 2019
- 2019
- [j7]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: 65-80 (2019) - [c39]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: 599-614 - [c38]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 - [c37]Adam Rule, Michael F. Chiang, Michelle R. Hribar:
More Than Copy-Paste: Content-Importing in Clinical Documentation. AMIA 2019 - [c36]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: 1809-1819 - [c35]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: 109501R - [c34]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: 225-234 - [c33]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: 432-440 - [i4]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 abs/1901.06080 (2019) - [i3]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 abs/1901.10074 (2019) - 2018
- [j6]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): 2-3 (2018) - [j5]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): 40-46 (2018) - [j4]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): 920 (2018) - [c32]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 - [c31]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 - [c30]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 - [c29]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 - [c28]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 - [c27]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: 2198-2204 - [i2]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 abs/1805.03144 (2018) - [i1]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 abs/1811.02539 (2018) - 2017
- [c26]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 - [c25]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 - [c24]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 - [c23]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 - 2016
- [c22]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 - [c21]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 - [c20]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: 1312-1315 - 2015
- [j3]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): 1-15 (2015) - [c19]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 - [c18]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 - [c17]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 - [c16]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 - [c15]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 - [c14]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: 1498-1501 - [c13]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: 1502-1505 - 2014
- [j2]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: 39 (2014) - [c12]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 - [c11]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 - 2013
- [c10]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 - 2012
- [c9]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 - [c8]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: 1-6 - [c7]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: 1-6
2000 – 2009
- 2006
- [c6]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 - 2005
- [j1]Suhit Gupta, Gail E. Kaiser, Peter Grimm, Michael F. Chiang
, Justin Starren:
Automating Content Extraction of HTML Documents. World Wide Web 8(2): 179-224 (2005) - [c5]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 - [c4]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 - 2004
- [c3]Michael F. Chiang, Justin Starren:
Evaluation of consumer health website accessibility by users with sensory and physical disabilities. MedInfo 2004: 1128-1132 - 2003
- [c2]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 - 2002
- [c1]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
Coauthor Index
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