Found: 42
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Generalization—a key challenge for responsible AI in patient-facing clinical applications.
- Published in:
- NPJ Digital Medicine, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s41746-024-01127-3
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- Article
Machine learning for healthcare that matters: Reorienting from technical novelty to equitable impact.
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- PLoS Digital Health, 2024, v. 3, n. 4, p. 1, doi. 10.1371/journal.pdig.0000474
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- Article
Using Machine Learning to Individualize Treatment Effect Estimation: Challenges and Opportunities.
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- Clinical Pharmacology & Therapeutics, 2024, v. 115, n. 4, p. 710, doi. 10.1002/cpt.3159
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- Article
Bridging the Worlds of Pharmacometrics and Machine Learning.
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- Clinical Pharmacokinetics, 2023, v. 62, n. 11, p. 1551, doi. 10.1007/s40262-023-01310-x
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- Article
Assessing eligibility for lung cancer screening using parsimonious ensemble machine learning models: A development and validation study.
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- PLoS Medicine, 2023, v. 20, n. 10, p. 1, doi. 10.1371/journal.pmed.1004287
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- Article
Synthetic Model Combination: A new machine‐learning method for pharmacometric model ensembling.
- Published in:
- CPT: Pharmacometrics & Systems Pharmacology, 2023, v. 12, n. 7, p. 953, doi. 10.1002/psp4.12965
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- Publication type:
- Article
AutoPrognosis 2.0: Democratizing diagnostic and prognostic modeling in healthcare with automated machine learning.
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- PLoS Digital Health, 2023, v. 1, n. 6, p. 1, doi. 10.1371/journal.pdig.0000276
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- Article
Matters Arising: PREDICT underestimates survival of patients with HER2-positive early-stage breast cancer.
- Published in:
- NPJ Breast Cancer, 2023, v. 9, n. 1, p. 1, doi. 10.1038/s41523-023-00514-5
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- Article
The potential and pitfalls of artificial intelligence in clinical pharmacology.
- Published in:
- CPT: Pharmacometrics & Systems Pharmacology, 2023, v. 12, n. 3, p. 279, doi. 10.1002/psp4.12902
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- Article
External validity of machine learning-based prognostic scores for cystic fibrosis: A retrospective study using the UK and Canadian registries.
- Published in:
- PLoS Digital Health, 2023, v. 1, n. 1, p. 1, doi. 10.1371/journal.pdig.0000179
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- Article
Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer.
- Published in:
- NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00659-w
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- Publication type:
- Article
Machine learning-driven identification of novel patient factors for prediction of major complications after posterior cervical spinal fusion.
- Published in:
- European Spine Journal, 2022, v. 31, n. 8, p. 1952, doi. 10.1007/s00586-021-06961-7
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- Publication type:
- Article
Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Primary Anatomic Total Shoulder Replacements.
- Published in:
- Journal of Shoulder & Elbow Arthroplasty, 2022, p. 1, doi. 10.1177/24715492221075444
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- Publication type:
- Article
Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Primary Anatomic Total Shoulder Replacements.
- Published in:
- Journal of Shoulder & Elbow Arthroplasty, 2022, v. 6, p. 1, doi. 10.1177/24715492221075444
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- Publication type:
- Article
Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Reverse Total Shoulder Arthroplasty.
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- Journal of Shoulder & Elbow Arthroplasty, 2021, p. 1, doi. 10.1177/24715492211038172
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- Publication type:
- Article
Comparing COVID-19 risk factors in Brazil using machine learning: the importance of socioeconomic, demographic and structural factors.
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- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-95004-8
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- Publication type:
- Article
A primer on coupled state-switching models for multiple interacting time series.
- Published in:
- Statistical Modelling: An International Journal, 2021, v. 21, n. 3, p. 264, doi. 10.1177/1471082X20956423
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- Article
Working alone and working with others: implications for the malthusian era.
- Published in:
- Economic Theory, 2021, v. 71, n. 3, p. 841, doi. 10.1007/s00199-019-01234-3
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- Publication type:
- Article
From Real‐World Patient Data to Individualized Treatment Effects Using Machine Learning: Current and Future Methods to Address Underlying Challenges.
- Published in:
- Clinical Pharmacology & Therapeutics, 2021, v. 109, n. 1, p. 87, doi. 10.1002/cpt.1907
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- Publication type:
- Article
Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Reverse Total Shoulder Arthroplasty.
- Published in:
- Journal of Shoulder & Elbow Arthroplasty, 2021, p. 1, doi. 10.1177/24715492211038172
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- Publication type:
- Article
How artificial intelligence and machine learning can help healthcare systems respond to COVID-19.
- Published in:
- Machine Learning, 2021, v. 110, n. 1, p. 1, doi. 10.1007/s10994-020-05928-x
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- Publication type:
- Article
CPAS: the UK's national machine learning-based hospital capacity planning system for COVID-19.
- Published in:
- Machine Learning, 2021, v. 110, n. 1, p. 15, doi. 10.1007/s10994-020-05921-4
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- Article
Sex Differences in Modifiable Risk Factors and Severity of Coronary Artery Disease.
- Published in:
- 2020
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- Publication type:
- journal article
Between-centre differences for COVID-19 ICU mortality from early data in England.
- Published in:
- 2020
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- Publication type:
- Letter
Predicting the Risk of Inpatient Hypoglycemia With Machine Learning Using Electronic Health Records.
- Published in:
- 2020
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- Publication type:
- journal article
Dynamic network formation with foresighted agents.
- Published in:
- International Journal of Game Theory, 2020, v. 49, n. 2, p. 345, doi. 10.1007/s00182-020-00714-4
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- Publication type:
- Article
Constructing effective personalized policies using counterfactual inference from biased data sets with many features.
- Published in:
- Machine Learning, 2019, v. 108, n. 6, p. 945, doi. 10.1007/s10994-018-5768-3
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- Publication type:
- Article
Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants.
- Published in:
- PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0213653
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- Article
Sex-Specific Treatment Effects After Primary Percutaneous Intervention: A Study on Coronary Blood Flow and Delay to Hospital Presentation.
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- 2019
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- Publication type:
- journal article
A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference.
- Published in:
- Journal of Machine Learning Research, 2018, v. 19, n. 1-26, p. 1
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- Publication type:
- Article
Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning.
- Published in:
- Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-29523-2
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- Publication type:
- Article
Sex Differences in Outcomes After STEMI: Effect Modification by Treatment Strategy and Age.
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- 2018
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- Publication type:
- journal article
Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation.
- Published in:
- PLoS ONE, 2018, v. 13, n. 3, p. 1, doi. 10.1371/journal.pone.0194985
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- Publication type:
- Article
Discovering Pediatric Asthma Phenotypes on the Basis of Response to Controller Medication Using Machine Learning.
- Published in:
- 2018
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- Publication type:
- journal article
Context-based unsupervised ensemble learning and feature ranking.
- Published in:
- Machine Learning, 2016, v. 105, n. 3, p. 459, doi. 10.1007/s10994-016-5576-6
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- Publication type:
- Article
Efficient outcomes in repeated games with limited monitoring.
- Published in:
- Economic Theory, 2015, v. 60, n. 1, p. 1, doi. 10.1007/s00199-015-0893-8
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- Publication type:
- Article
Dynamic network formation with incomplete information.
- Published in:
- Economic Theory, 2015, v. 59, n. 2, p. 301, doi. 10.1007/s00199-015-0858-y
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- Publication type:
- Article
Incentive-compatible demand-side management for smart grids based on review strategies.
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- EURASIP Journal on Advances in Signal Processing, 2015, v. 2015, n. 1, p. 1, doi. 10.1186/s13634-015-0235-9
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- Publication type:
- Article
A dynamic model of certification and reputation.
- Published in:
- Economic Theory, 2015, v. 58, n. 3, p. 509, doi. 10.1007/s00199-014-0836-9
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- Publication type:
- Article
Efficient online exchange via fiat money.
- Published in:
- Economic Theory, 2013, v. 54, n. 2, p. 211, doi. 10.1007/s00199-013-0744-4
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- Publication type:
- Article
A Rules-Based Approach for Configuring Chains of Classifiers in Real-Time Stream Mining Systems.
- Published in:
- EURASIP Journal on Advances in Signal Processing, 2009, p. 1, doi. 10.1155/2009/975640
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- Publication type:
- Article
Stackelberg Contention Games in Multiuser Networks.
- Published in:
- EURASIP Journal on Advances in Signal Processing, 2009, p. 1, doi. 10.1155/2009/305978
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- Publication type:
- Article