van der Schaar M - Search Results

1

Artificial intelligence and machine learning algorithms for early detection of skin cancer in community and primary care settings: a systematic review.

Jones OT, Matin RN, van der Schaar M, Prathivadi Bhayankaram K, Ranmuthu CKI, Islam MS, Behiyat D, Boscott R, Calanzani N, Emery J, Williams HC, Walter FM. Jones OT, et al. Among authors: van der schaar m. Lancet Digit Health. 2022 Jun;4(6):e466-e476. doi: 10.1016/S2589-7500(22)00023-1. Lancet Digit Health. 2022. PMID: 35623799 Free article. Review.

2

Application of a novel machine learning framework for predicting non-metastatic prostate cancer-specific mortality in men using the Surveillance, Epidemiology, and End Results (SEER) database.

Lee C, Light A, Alaa A, Thurtle D, van der Schaar M, Gnanapragasam VJ. Lee C, et al. Among authors: van der schaar m. Lancet Digit Health. 2021 Mar;3(3):e158-e165. doi: 10.1016/S2589-7500(20)30314-9. Epub 2021 Feb 3. Lancet Digit Health. 2021. PMID: 33549512 Free article.

3

Improving Workflow Efficiency for Mammography Using Machine Learning.

Kyono T, Gilbert FJ, van der Schaar M. Kyono T, et al. Among authors: van der schaar m. J Am Coll Radiol. 2020 Jan;17(1 Pt A):56-63. doi: 10.1016/j.jacr.2019.05.012. Epub 2019 May 30. J Am Coll Radiol. 2020. PMID: 31153798

4

From Real-World Patient Data to Individualized Treatment Effects Using Machine Learning: Current and Future Methods to Address Underlying Challenges.

Bica I, Alaa AM, Lambert C, van der Schaar M. Bica I, et al. Among authors: van der schaar m. Clin Pharmacol Ther. 2021 Jan;109(1):87-100. doi: 10.1002/cpt.1907. Epub 2020 Jun 28. Clin Pharmacol Ther. 2021. PMID: 32449163 Review.

5

Development of a Novel, Potentially Universal Machine Learning Algorithm for Prediction of Complications After Total Hip Arthroplasty.

Shah AA, Devana SK, Lee C, Kianian R, van der Schaar M, SooHoo NF. Shah AA, et al. Among authors: van der schaar m. J Arthroplasty. 2021 May;36(5):1655-1662.e1. doi: 10.1016/j.arth.2020.12.040. Epub 2020 Dec 30. J Arthroplasty. 2021. PMID: 33478891 Free PMC article.

6

Developing machine learning algorithms for dynamic estimation of progression during active surveillance for prostate cancer.

Lee C, Light A, Saveliev ES, van der Schaar M, Gnanapragasam VJ. Lee C, et al. Among authors: van der schaar m. NPJ Digit Med. 2022 Aug 6;5(1):110. doi: 10.1038/s41746-022-00659-w. NPJ Digit Med. 2022. PMID: 35933478 Free PMC article.

7

Cardiovascular disease risk prediction using automated machine learning: A prospective study of 423,604 UK Biobank participants.

Alaa AM, Bolton T, Di Angelantonio E, Rudd JHF, van der Schaar M. Alaa AM, et al. Among authors: van der schaar m. PLoS One. 2019 May 15;14(5):e0213653. doi: 10.1371/journal.pone.0213653. eCollection 2019. PLoS One. 2019. PMID: 31091238 Free PMC article.

8

Opportunities for machine learning to transform care for people with cystic fibrosis.

Abroshan M, Alaa AM, Rayner O, van der Schaar M. Abroshan M, et al. Among authors: van der schaar m. J Cyst Fibros. 2020 Jan;19(1):6-8. doi: 10.1016/j.jcf.2020.01.002. J Cyst Fibros. 2020. PMID: 32000972 Free article. No abstract available.

9

How artificial intelligence and machine learning can help healthcare systems respond to COVID-19.

van der Schaar M, Alaa AM, Floto A, Gimson A, Scholtes S, Wood A, McKinney E, Jarrett D, Lio P, Ercole A. van der Schaar M, et al. Mach Learn. 2021;110(1):1-14. doi: 10.1007/s10994-020-05928-x. Epub 2020 Dec 9. Mach Learn. 2021. PMID: 33318723 Free PMC article.

10

Prediction of Major Complications and Readmission After Lumbar Spinal Fusion: A Machine Learning-Driven Approach.

Shah AA, Devana SK, Lee C, Bugarin A, Lord EL, Shamie AN, Park DY, van der Schaar M, SooHoo NF. Shah AA, et al. Among authors: van der schaar m. World Neurosurg. 2021 Aug;152:e227-e234. doi: 10.1016/j.wneu.2021.05.080. Epub 2021 May 28. World Neurosurg. 2021. PMID: 34058366 Free PMC article.

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