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Phenotyping UK Electronic Health Records from 15 Million Individuals for Precision Medicine: The CALIBER Resource.

, , , , and . ICIMTH, volume 262 of Studies in Health Technology and Informatics, page 220-223. IOS Press, (2019)

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Using Unsupervised Learning to Identify Clinical Subtypes of Alzheimer's Disease in Electronic Health Records., , , and . MIE, volume 270 of Studies in Health Technology and Informatics, page 499-503. IOS Press, (2020)Machine learning models in electronic health records can outperform conventional survival models for predicting patient mortality in coronary artery disease., , , , and . PloS one, 13 (8): e0202344 (August 2018)Models predictius; Machine learning; CV; Anàlisi de supervivència; Databases; Exemple.A Machine Learning Trainable Model to Assess the Accuracy of Probabilistic Record Linkage., , , , and . DaWaK, volume 10440 of Lecture Notes in Computer Science, page 214-227. Springer, (2017)Comparing and Contrasting A Priori and A Posteriori Generalizability Assessment of Clinical Trials on Type 2 Diabetes Mellitus., , , , , , , and . AMIA, AMIA, (2017)Mapping the Read2/CTV3 controlled clinical terminologies to Phecodes in UK Biobank primary care electronic health records: implementation and evaluation., , , , , , , , , and 1 other author(s). AMIA, AMIA, (2021)A novel framework for assessing metadata quality in epidemiological and public health research settings., and . CoRR, (2016)Analysing the Heterogeneity of Rule-Based EHR Phenotyping Algorithms in CALIBER and the UK Biobank., , , , and . KDH@IJCAI, volume 2429 of CEUR Workshop Proceedings, page 6-14. CEUR-WS.org, (2019)Methods for Enhancing the Reproducibility of Observational Research Using Electronic Health Records: Preliminary Findings from the CALIBER Resource., , , , , , and . CBMS, page 506-508. IEEE Computer Society, (2017)Application of Clinical Concept Embeddings for Heart Failure Prediction in UK EHR data., , , , , and . CoRR, (2018)An informatics consult approach for generating clinical evidence for treatment decisions., , , , , , , , , and 19 other author(s). BMC Medical Informatics Decis. Mak., 21 (1): 281 (2021)