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Elliot A Martin
Elliot A Martin
Data Scientist
Bestätigte E-Mail-Adresse bei ucalgary.ca
Titel
Zitiert von
Zitiert von
Jahr
Unlocking the potential of electronic health records for health research
S Lee, Y Xu, AG D'Souza, EA Martin, C Doktorchik, Z Zhang, H Quan
International Journal of Population Data Science 5 (1), 2020
372020
Interpretation of link fluctuations in climate networks during El Niño periods
EA Martin, M Paczuski, J Davidsen
Europhysics Letters 102 (4), 48003, 2013
362013
Enhancing ICD-code-based case definition for heart failure using electronic medical record data
Y Xu, S Lee, E Martin, AG D'souza, CTA Doktorchik, J Jiang, S Lee, ...
Journal of Cardiac Failure 26 (7), 610-617, 2020
262020
Electronic medical record–based case Phenotyping for the Charlson conditions: scoping review
S Lee, C Doktorchik, EA Martin, AG D'Souza, C Eastwood, AA Shaheen, ...
JMIR medical informatics 9 (2), e23934, 2021
162021
Activity-dependent branching ratios in stocks, solar x-ray flux, and the Bak-Tang-Wiesenfeld sandpile model
E Martin, A Shreim, M Paczuski
Physical Review E 81 (1), 016109, 2010
132010
Network inference and maximum entropy estimation on information diagrams
EA Martin, J Hlinka, A Meinke, F Děchtěrenko, J Tintěra, I Oliver, ...
Scientific reports 7 (1), 7062, 2017
122017
Estimating time delays for constructing dynamical networks
EA Martin, J Davidsen
Nonlinear Processes in Geophysics 21 (5), 929-937, 2014
112014
Pairwise network information and nonlinear correlations
EA Martin, J Hlinka, J Davidsen
Physical Review E 94 (4), 040301, 2016
102016
CREATE: a new data resource to support cardiac precision health
S Lee, B Li, EA Martin, AG D’Souza, J Jiang, C Doktorchik, DA Southern, ...
CJC open 3 (5), 639-645, 2021
62021
Hypertension identification using inpatient clinical notes from electronic medical records: an explainable, data-driven algorithm study
EA Martin, AG D’Souza, S Lee, C Doktorchik, CA Eastwood, H Quan
Canadian Medical Association Open Access Journal 11 (1), E131-E139, 2023
42023
Development of machine learning models for the detection of surgical site infections following total hip and knee arthroplasty: a multicenter cohort study
G Wu, C Cheligeer, DA Southern, EA Martin, Y Xu, J Leal, J Ellison, ...
Antimicrobial Resistance & Infection Control 12 (1), 88, 2023
32023
Developing an Inpatient Electronic Medical Record Phenotype for Hospital-Acquired Pressure Injuries: Case Study Using Natural Language Processing Models
E Nurmambetova, J Pan, Z Zhang, G Wu, S Lee, DA Southern, EA Martin, ...
Jmir Ai 2 (1), e41264, 2023
32023
Automated extraction of weight, height, and obesity in electronic medical records are highly valid
N Sandhu, A Krusina, H Quan, R Walker, EA Martin, CA Eastwood, ...
Obesity Science & Practice 10 (1), e705, 2024
2024
BERT-based neural network for inpatient fall detection from electronic medical records: retrospective cohort study
C Cheligeer, G Wu, S Lee, J Pan, DA Southern, EA Martin, N Sapiro, ...
JMIR medical informatics 12, e48995, 2024
2024
Cerebrovascular disease case identification in inpatient electronic medical record data using natural language processing
J Pan, Z Zhang, SR Peters, S Vatanpour, RL Walker, S Lee, EA Martin, ...
Brain Informatics 10 (1), 22, 2023
2023
EARLY CARDIOMETABOLIC MULTIMORBIDITY IN ALBERTA FEMALES AFTER HYPERTENSIVE DISORDERS OF PREGNANCY
H Lee, J Negre, S Lukmanji, K Nix, J Knight, M Macphail, M Vlasschaert, ...
Canadian Journal of Diabetes 47 (7), S159, 2023
2023
Exploring the reliability of inpatient EMR algorithms for diabetes identification
S Lee, EA Martin, J Pan, CA Eastwood, DA Southern, DJT Campbell, ...
BMJ Health & Care Informatics 30 (1), 2023
2023
Modeling Complex Systems as Dynamical Networks
EA Martin
University of Calgary, 2016
2016
Nonparametric Maximum Entropy Estimation on Information Diagrams
EA Martin, J Hlinka, A Meinke, F Děchtěrenko, J Davidsen
arXiv preprint arXiv:1601.00336, 2016
2016
An activity-dependent branching ratio as a measure of criticality
E Martin
2010
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