Kempa-Liehr AW - Search Results

1

Healthcare pathway discovery and probabilistic machine learning.

Kempa-Liehr AW, Lin CY, Britten R, Armstrong D, Wallace J, Mordaunt D, O'Sullivan M. Kempa-Liehr AW, et al. Int J Med Inform. 2020 May;137:104087. doi: 10.1016/j.ijmedinf.2020.104087. Epub 2020 Feb 24. Int J Med Inform. 2020. PMID: 32126509

2

Automatic precursor recognition and real-time forecasting of sudden explosive volcanic eruptions at Whakaari, New Zealand.

Dempsey DE, Cronin SJ, Mei S, Kempa-Liehr AW. Dempsey DE, et al. Among authors: kempa liehr aw. Nat Commun. 2020 Jul 16;11(1):3562. doi: 10.1038/s41467-020-17375-2. Nat Commun. 2020. PMID: 32678107 Free PMC article.

3

Machine Learning Identifies Six Genetic Variants and Alterations in the Heart Atrial Appendage as Key Contributors to PD Risk Predictivity.

Ho D, Schierding W, Farrow SL, Cooper AA, Kempa-Liehr AW, O'Sullivan JM. Ho D, et al. Among authors: kempa liehr aw. Front Genet. 2022 Jan 3;12:785436. doi: 10.3389/fgene.2021.785436. eCollection 2021. Front Genet. 2022. PMID: 35047012 Free PMC article.

4

Detection of sleep apnea from single-channel electroencephalogram (EEG) using an explainable convolutional neural network (CNN).

Barnes LD, Lee K, Kempa-Liehr AW, Hallum LE. Barnes LD, et al. Among authors: kempa liehr aw. PLoS One. 2022 Sep 13;17(9):e0272167. doi: 10.1371/journal.pone.0272167. eCollection 2022. PLoS One. 2022. PMID: 36099242 Free PMC article.

5

Identifying the lungs as a susceptible site for allele-specific regulatory changes associated with type 1 diabetes risk.

Ho D, Nyaga DM, Schierding W, Saffery R, Perry JK, Taylor JA, Vickers MH, Kempa-Liehr AW, O'Sullivan JM. Ho D, et al. Among authors: kempa liehr aw. Commun Biol. 2021 Sep 14;4(1):1072. doi: 10.1038/s42003-021-02594-0. Commun Biol. 2021. PMID: 34521982 Free PMC article.

6

Ankle torque forecasting using time-delayed neural networks.

Zarshenas H, Ruddy BP, Kempa-Liehr AW, Besier TF. Zarshenas H, et al. Among authors: kempa liehr aw. Annu Int Conf IEEE Eng Med Biol Soc. 2020 Jul;2020:4854-4857. doi: 10.1109/EMBC44109.2020.9175376. Annu Int Conf IEEE Eng Med Biol Soc. 2020. PMID: 33019077

7

Juvenile idiopathic arthritis-associated genetic loci exhibit spatially constrained gene regulatory effects across multiple tissues and immune cell types.

Pudjihartono N, Ho D, Golovina E, Fadason T, Kempa-Liehr AW, O'Sullivan JM. Pudjihartono N, et al. Among authors: kempa liehr aw. J Autoimmun. 2023 Jul;138:103046. doi: 10.1016/j.jaut.2023.103046. Epub 2023 May 23. J Autoimmun. 2023. PMID: 37229810 Free article.

8

A Review of Feature Selection Methods for Machine Learning-Based Disease Risk Prediction.

Pudjihartono N, Fadason T, Kempa-Liehr AW, O'Sullivan JM. Pudjihartono N, et al. Among authors: kempa liehr aw. Front Bioinform. 2022 Jun 27;2:927312. doi: 10.3389/fbinf.2022.927312. eCollection 2022. Front Bioinform. 2022. PMID: 36304293 Free PMC article. Review.

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