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Carly M Eckert
Carly M Eckert
clinical informaticist, epidemiologist
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Year
Interpretable machine learning in healthcare
MA Ahmad, C Eckert, A Teredesai
Proceedings of the 2018 ACM international conference on bioinformatics …, 2018
6952018
Fairness in machine learning for healthcare
MA Ahmad, A Patel, C Eckert, V Kumar, A Teredesai
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
792020
Chronic health risks in commercial fishermen: a cross-sectional analysis from a small rural fishing village in Alaska
C Eckert, T Baker, D Cherry
Journal of agromedicine 23 (2), 176-185, 2018
262018
Ambient air pollution and risk of respiratory infection among adults: evidence from the multiethnic study of atherosclerosis (MESA)
K Kirwa, CM Eckert, S Vedal, A Hajat, JD Kaufman
BMJ open respiratory research 8 (1), e000866, 2021
252021
Fairness, accountability, transparency in AI at scale: Lessons from national programs
MA Ahmad, A Teredesai, C Eckert
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
242020
A surgeon’s guide to machine learning
DT Lammers, CM Eckert, MA Ahmad, JR Bingham, MJ Eckert
Annals of Surgery Open 2 (3), e091, 2021
172021
Development and prospective validation of a machine learning-based risk of readmission model in a large military hospital
C Eckert, N Nieves-Robbins, E Spieker, T Louwers, D Hazel, J Marquardt, ...
Applied clinical informatics 10 (02), 316-325, 2019
162019
Death vs. data science: predicting end of life
M Ahmad, C Eckert, G McKelvey, K Zolfagar, A Zahid, A Teredesai
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
132018
The challenge of imputation in explainable artificial intelligence models
MA Ahmad, C Eckert, A Teredesai
arXiv preprint arXiv:1907.12669, 2019
122019
Interpretable machine learning in healthcare
T McKelvey, M Ahmad, A Teredesai, C Eckert
Proceedings of the 2018 ACM International Conference on Bioinformatics …, 2018
92018
Occupational hydrofluoric acid injury from car and truck washing—Washington State, 2001-2013
CK Reeb-Whitaker, CM Eckert, NJ Anderson, DK Bonauto
MMWR Morb Mortal Wkly Rep 64 (32), 874-877, 2015
92015
Big problems in little patients: nationwide blunt cerebrovascular injury outcomes in the pediatric population
CW Marenco, WS Do, DT Lammers, KR Morte, MJ Eckert, CM Eckert, ...
Journal of Trauma and Acute Care Surgery 87 (5), 1088-1095, 2019
82019
Software as a Medical Device: Regulating AI in Healthcare via Responsible AI
MA Ahmad, S Overman, C Allen, V Kumar, A Teredesai, C Eckert
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
62021
Fairness in Healthcare AI
MA Ahmad, C Eckert, C Allen, V Kumar, J Hu, A Teredesai
2021 IEEE 9th International Conference on Healthcare Informatics (ICHI), 554-555, 2021
42021
Beyond the Spreadsheet: Data Management for Physicians in the Era of Big Data
C Eckert
Surgical Clinics 103 (2), 335-346, 2023
22023
S45 predicting likelihood of emergency department admission prior to triage: utilising machine learning within a COPD cohort
C Eckert, M Ahmad, K Zolfaghar, G McKelvey, C Carlin, D Lowe
Thorax 73 (Suppl 4), A28-A28, 2018
22018
12 predicting patients at risk for leaving without being seen using machine learning
P Casey, K Zolfaghar, C Eckert, L Waters, H Sonntag, T McKelvey, ...
Annals of Emergency Medicine 72 (4), S5-S6, 2018
22018
Automatic detection of excess healthcare spending and cost variation in ACOs
E Liu, MA Ahmad, C Eckert, A Nascimento, M De Cock, K Padthe, ...
SIAM, 2018
22018
Surgical Clinics of North America
DM Krpata, VP Punja, J Paul, SA Shah, LC Cancio, JR Bingham, ...
Emergency, 2023
12023
Emergency Department Optimization and Load Prediction in Hospitals
KK Padthe, V Kumar, CM Eckert, NM Mark, A Zahid, MA Ahmad, ...
arXiv preprint arXiv:2102.03672, 2021
12021
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