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1.
External validation of existing dementia prediction models on observational health data.
BMC Med Res Methodol
; 22(1): 311, 2022 12 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-36471238
2.
Seek COVER: using a disease proxy to rapidly develop and validate a personalized risk calculator for COVID-19 outcomes in an international network.
BMC Med Res Methodol
; 22(1): 35, 2022 01 30.
Artículo
en Inglés
| MEDLINE | ID: mdl-35094685
3.
Development of multivariable models to predict perinatal depression before and after delivery using patient reported survey responses at weeks 4-10 of pregnancy.
BMC Pregnancy Childbirth
; 22(1): 442, 2022 May 26.
Artículo
en Inglés
| MEDLINE | ID: mdl-35619056
4.
90-Day all-cause mortality can be predicted following a total knee replacement: an international, network study to develop and validate a prediction model.
Knee Surg Sports Traumatol Arthrosc
; 30(9): 3068-3075, 2022 Sep.
Artículo
en Inglés
| MEDLINE | ID: mdl-34870731
5.
Evaluating the impact of covariate lookback times on performance of patient-level prediction models.
BMC Med Res Methodol
; 21(1): 180, 2021 08 28.
Artículo
en Inglés
| MEDLINE | ID: mdl-34454423
6.
An empirical analysis of dealing with patients who are lost to follow-up when developing prognostic models using a cohort design.
BMC Med Inform Decis Mak
; 21(1): 43, 2021 02 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-33549087
7.
Feasibility and evaluation of a large-scale external validation approach for patient-level prediction in an international data network: validation of models predicting stroke in female patients newly diagnosed with atrial fibrillation.
BMC Med Res Methodol
; 20(1): 102, 2020 05 06.
Artículo
en Inglés
| MEDLINE | ID: mdl-32375693
8.
Supplementing claims data analysis using self-reported data to develop a probabilistic phenotype model for current smoking status.
J Biomed Inform
; 97: 103264, 2019 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-31386904
9.
Comparing penalization methods for linear models on large observational health data.
J Am Med Inform Assoc
; 2024 May 20.
Artículo
en Inglés
| MEDLINE | ID: mdl-38767857
10.
The DELPHI Library: Improving Model Validation, Transparency and Dissemination Through a Centralised Library of Prediction Models.
Stud Health Technol Inform
; 302: 139-140, 2023 May 18.
Artículo
en Inglés
| MEDLINE | ID: mdl-37203630
11.
Does Using a Stacking Ensemble Method to Combine Multiple Base Learners Within a Database Improve Model Transportability?
Stud Health Technol Inform
; 302: 129-130, 2023 May 18.
Artículo
en Inglés
| MEDLINE | ID: mdl-37203625
12.
Applying Machine Learning in Distributed Data Networks for Pharmacoepidemiologic and Pharmacovigilance Studies: Opportunities, Challenges, and Considerations.
Drug Saf
; 45(5): 493-510, 2022 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-35579813
13.
Logistic regression models for patient-level prediction based on massive observational data: Do we need all data?
Int J Med Inform
; 163: 104762, 2022 07.
Artículo
en Inglés
| MEDLINE | ID: mdl-35429722
14.
Using Iterative Pairwise External Validation to Contextualize Prediction Model Performance: A Use Case Predicting 1-Year Heart Failure Risk in Patients with Diabetes Across Five Data Sources.
Drug Saf
; 45(5): 563-570, 2022 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-35579818
15.
Investigating the impact of development and internal validation design when training prognostic models using a retrospective cohort in big US observational healthcare data.
BMJ Open
; 11(12): e050146, 2021 12 24.
Artículo
en Inglés
| MEDLINE | ID: mdl-34952871
16.
Machine-learning model to predict the cause of death using a stacking ensemble method for observational data.
J Am Med Inform Assoc
; 28(6): 1098-1107, 2021 06 12.
Artículo
en Inglés
| MEDLINE | ID: mdl-33211841
17.
A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data.
Comput Methods Programs Biomed
; 211: 106394, 2021 Nov.
Artículo
en Inglés
| MEDLINE | ID: mdl-34560604
18.
Predictors of diagnostic transition from major depressive disorder to bipolar disorder: a retrospective observational network study.
Transl Psychiatry
; 11(1): 642, 2021 12 20.
Artículo
en Inglés
| MEDLINE | ID: mdl-34930903
19.
Implementation of the COVID-19 Vulnerability Index Across an International Network of Health Care Data Sets: Collaborative External Validation Study.
JMIR Med Inform
; 9(4): e21547, 2021 Apr 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-33661754
20.
Developing Predictive Models to Determine Patients in End-of-Life Care in Administrative Datasets.
Drug Saf
; 43(5): 447-455, 2020 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-31939079