van der Schaar M - Search Results

1

Understanding the role of machine learning in predicting progression of osteoarthritis.

Castagno S, Gompels B, Strangmark E, Robertson-Waters E, Birch M, van der Schaar M, McCaskie AW. Castagno S, et al. Among authors: van der schaar m. Bone Joint J. 2024 Nov 1;106-B(11):1216-1222. doi: 10.1302/0301-620X.106B11.BJJ-2024-0453.R1. Bone Joint J. 2024. PMID: 39481441

2

Synthetic Model Combination: A new machine-learning method for pharmacometric model ensembling.

Chan A, Peck R, Gibbs M, van der Schaar M. Chan A, et al. Among authors: van der schaar m. CPT Pharmacometrics Syst Pharmacol. 2023 Jul;12(7):953-962. doi: 10.1002/psp4.12965. Epub 2023 Apr 24. CPT Pharmacometrics Syst Pharmacol. 2023. PMID: 37042155 Free PMC article.

3

Automated machine learning as a partner in predictive modelling.

Callender T, van der Schaar M. Callender T, et al. Among authors: van der schaar m. Lancet Digit Health. 2023 May;5(5):e254-e256. doi: 10.1016/S2589-7500(23)00054-7. Lancet Digit Health. 2023. PMID: 37100541 Free article. No abstract available.

4

Assessing eligibility for lung cancer screening using parsimonious ensemble machine learning models: A development and validation study.

Callender T, Imrie F, Cebere B, Pashayan N, Navani N, van der Schaar M, Janes SM. Callender T, et al. Among authors: van der schaar m. PLoS Med. 2023 Oct 3;20(10):e1004287. doi: 10.1371/journal.pmed.1004287. eCollection 2023 Oct. PLoS Med. 2023. PMID: 37788223 Free PMC article.

5

Novel Preoperative Risk Stratification Using Digital Phenotyping Applying a Scalable Machine-Learning Approach.

Laferrière-Langlois P, Imrie F, Geraldo MA, Wingert T, Lahrichi N, van der Schaar M, Cannesson M. Laferrière-Langlois P, et al. Among authors: van der schaar m. Anesth Analg. 2024 Jul 1;139(1):174-185. doi: 10.1213/ANE.0000000000006753. Epub 2023 Dec 5. Anesth Analg. 2024. PMID: 38051671

6

Using Machine Learning to Individualize Treatment Effect Estimation: Challenges and Opportunities.

Curth A, Peck RW, McKinney E, Weatherall J, van der Schaar M. Curth A, et al. Among authors: van der schaar m. Clin Pharmacol Ther. 2024 Apr;115(4):710-719. doi: 10.1002/cpt.3159. Epub 2024 Jan 12. Clin Pharmacol Ther. 2024. PMID: 38124482 Review.

7

Factors influencing clinician and patient interaction with machine learning-based risk prediction models: a systematic review.

Giddings R, Joseph A, Callender T, Janes SM, van der Schaar M, Sheringham J, Navani N. Giddings R, et al. Among authors: van der schaar m. Lancet Digit Health. 2024 Feb;6(2):e131-e144. doi: 10.1016/S2589-7500(23)00241-8. Lancet Digit Health. 2024. PMID: 38278615 Free article. Review.

8

Causal machine learning for predicting treatment outcomes.

Feuerriegel S, Frauen D, Melnychuk V, Schweisthal J, Hess K, Curth A, Bauer S, Kilbertus N, Kohane IS, van der Schaar M. Feuerriegel S, et al. Among authors: van der schaar m. Nat Med. 2024 Apr;30(4):958-968. doi: 10.1038/s41591-024-02902-1. Epub 2024 Apr 19. Nat Med. 2024. PMID: 38641741 Review.

9

Predicting rapid progression in knee osteoarthritis: a novel and interpretable automated machine learning approach, with specific focus on young patients and early disease.

Castagno S, Birch M, van der Schaar M, McCaskie A. Castagno S, et al. Among authors: van der schaar m. Ann Rheum Dis. 2024 Sep 4:ard-2024-225872. doi: 10.1136/ard-2024-225872. Online ahead of print. Ann Rheum Dis. 2024. PMID: 39237133 Free article.

10

AutoPrognosis 2.0: Democratizing diagnostic and prognostic modeling in healthcare with automated machine learning.

Imrie F, Cebere B, McKinney EF, van der Schaar M. Imrie F, et al. Among authors: van der schaar m. PLOS Digit Health. 2023 Jun 22;2(6):e0000276. doi: 10.1371/journal.pdig.0000276. eCollection 2023 Jun. PLOS Digit Health. 2023. PMID: 37347752 Free PMC article.

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