Alaa AM - Search Results

1

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. PLoS One. 2019 May 15;14(5):e0213653. doi: 10.1371/journal.pone.0213653. eCollection 2019. PLoS One. 2019. PMID: 31091238 Free PMC article.

2

Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes.

Alaa AM, Yoon J, Hu S, van der Schaar M. Alaa AM, et al. IEEE Trans Biomed Eng. 2018 Jan;65(1):207-218. doi: 10.1109/TBME.2017.2698602. Epub 2017 Apr 27. IEEE Trans Biomed Eng. 2018. PMID: 28463183

3

Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation.

Yoon J, Zame WR, Banerjee A, Cadeiras M, Alaa AM, van der Schaar M. Yoon J, et al. Among authors: alaa am. PLoS One. 2018 Mar 28;13(3):e0194985. doi: 10.1371/journal.pone.0194985. eCollection 2018. PLoS One. 2018. PMID: 29590219 Free PMC article.

4

Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning.

Alaa AM, van der Schaar M. Alaa AM, et al. Sci Rep. 2018 Jul 26;8(1):11242. doi: 10.1038/s41598-018-29523-2. Sci Rep. 2018. PMID: 30050169 Free PMC article.

5

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: alaa am. 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.

6

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: alaa am. 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.

7

Between-centre differences for COVID-19 ICU mortality from early data in England.

Qian Z, Alaa AM, van der Schaar M, Ercole A. Qian Z, et al. Among authors: alaa am. Intensive Care Med. 2020 Sep;46(9):1779-1780. doi: 10.1007/s00134-020-06150-y. Epub 2020 Jun 22. Intensive Care Med. 2020. PMID: 32572526 Free PMC article. No abstract available.

8

The Value of Patient and Tumor Factors in Predicting Preoperative Breast MRI Outcomes.

Rahbar H, Hippe DS, Alaa A, Cheeney SH, van der Schaar M, Partridge SC, Lee CI. Rahbar H, et al. Radiol Imaging Cancer. 2020 Jul 10;2(4):e190099. doi: 10.1148/rycan.2020190099. Radiol Imaging Cancer. 2020. PMID: 32803166 Free PMC article.

9

Retrospective cohort study of admission timing and mortality following COVID-19 infection in England.

Alaa A, Qian Z, Rashbass J, Benger J, van der Schaar M. Alaa A, et al. BMJ Open. 2020 Nov 23;10(11):e042712. doi: 10.1136/bmjopen-2020-042712. BMJ Open. 2020. PMID: 33234660 Free PMC article.

10

CPAS: the UK's national machine learning-based hospital capacity planning system for COVID-19.

Qian Z, Alaa AM, van der Schaar M. Qian Z, et al. Among authors: alaa am. Mach Learn. 2021;110(1):15-35. doi: 10.1007/s10994-020-05921-4. Epub 2020 Nov 24. Mach Learn. 2021. PMID: 33250568 Free PMC article.

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