Found: 9
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Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks.
- Published in:
- Journal of the American Medical Informatics Association, 2023, v. 30, n. 12, p. 2004, doi. 10.1093/jamia/ocad175
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- Publication type:
- Article
Learning decision thresholds for risk stratification models from aggregate clinician behavior.
- Published in:
- 2021
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- Publication type:
- journal article
Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.
- Published in:
- Translational Psychiatry, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41398-021-01760-6
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- Publication type:
- Article
DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models.
- Published in:
- Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-29160-4
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- Publication type:
- Article
EHR foundation models improve robustness in the presence of temporal distribution shift.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-30820-8
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- Publication type:
- Article
Development and validation of a prognostic model predicting symptomatic hemorrhagic transformation in acute ischemic stroke at scale in the OHDSI network.
- Published in:
- PLoS ONE, 2020, v. 15, n. 1, p. 1, doi. 10.1371/journal.pone.0226718
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- Publication type:
- Article
Unraveling the Complexity of Amyotrophic Lateral Sclerosis Survival Prediction.
- Published in:
- Frontiers in Neuroinformatics, 2018, p. N.PAG, doi. 10.3389/fninf.2018.00036
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- Publication type:
- Article
A comparison of approaches to improve worst-case predictive model performance over patient subpopulations.
- Published in:
- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-07167-7
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- Publication type:
- Article
Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine.
- Published in:
- Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-06484-1
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- Publication type:
- Article