Ng K - Search Results

1

Identifying patterns in amyotrophic lateral sclerosis progression from sparse longitudinal data.

Ramamoorthy D, Severson K, Ghosh S, Sachs K; Answer ALS; Glass JD, Fournier CN; Pooled Resource Open-Access ALS Clinical Trials Consortium; ALS/MND Natural History Consortium; Herrington TM, Berry JD, Ng K, Fraenkel E. Ramamoorthy D, et al. Among authors: ng k. Nat Comput Sci. 2022 Sep;2(9):605-616. doi: 10.1038/s43588-022-00299-w. Epub 2022 Sep 8. Nat Comput Sci. 2022. PMID: 38177466 Free PMC article.

2

Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning.

Severson KA, Chahine LM, Smolensky LA, Dhuliawala M, Frasier M, Ng K, Ghosh S, Hu J. Severson KA, et al. Among authors: ng k. Lancet Digit Health. 2021 Sep;3(9):e555-e564. doi: 10.1016/S2589-7500(21)00101-1. Epub 2021 Jul 29. Lancet Digit Health. 2021. PMID: 34334334 Free article.

3

Identifying unreliable predictions in clinical risk models.

Myers PD, Ng K, Severson K, Kartoun U, Dai W, Huang W, Anderson FA, Stultz CM. Myers PD, et al. Among authors: ng k. NPJ Digit Med. 2020 Jan 23;3:8. doi: 10.1038/s41746-019-0209-7. eCollection 2020. NPJ Digit Med. 2020. PMID: 31993506 Free PMC article.

4

DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways.

Kwon BC, Anand V, Severson KA, Ghosh S, Sun Z, Frohnert BI, Lundgren M, Ng K. Kwon BC, et al. Among authors: ng k. IEEE Trans Vis Comput Graph. 2021 Sep;27(9):3685-3700. doi: 10.1109/TVCG.2020.2985689. Epub 2021 Jul 29. IEEE Trans Vis Comput Graph. 2021. PMID: 32275600

5

Modeling Disease Progression Trajectories from Longitudinal Observational Data.

Kwon BC, Achenbach P, Dunne JL, Hagopian W, Lundgren M, Ng K, Veijola R, Frohnert BI, Anand V; T1DI Study Group. Kwon BC, et al. Among authors: ng k. AMIA Annu Symp Proc. 2021 Jan 25;2020:668-676. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936441 Free PMC article.

6

Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions.

Fahed AC, Wang M, Homburger JR, Patel AP, Bick AG, Neben CL, Lai C, Brockman D, Philippakis A, Ellinor PT, Cassa CA, Lebo M, Ng K, Lander ES, Zhou AY, Kathiresan S, Khera AV. Fahed AC, et al. Among authors: ng k. Nat Commun. 2020 Aug 20;11(1):3635. doi: 10.1038/s41467-020-17374-3. Nat Commun. 2020. PMID: 32820175 Free PMC article.

7

Inherited basis of visceral, abdominal subcutaneous and gluteofemoral fat depots.

Agrawal S, Wang M, Klarqvist MDR, Smith K, Shin J, Dashti H, Diamant N, Choi SH, Jurgens SJ, Ellinor PT, Philippakis A, Claussnitzer M, Ng K, Udler MS, Batra P, Khera AV. Agrawal S, et al. Among authors: ng k. Nat Commun. 2022 Jun 30;13(1):3771. doi: 10.1038/s41467-022-30931-2. Nat Commun. 2022. PMID: 35773277 Free PMC article.

8

Genetics of myocardial interstitial fibrosis in the human heart and association with disease.

Nauffal V, Di Achille P, Klarqvist MDR, Cunningham JW, Hill MC, Pirruccello JP, Weng LC, Morrill VN, Choi SH, Khurshid S, Friedman SF, Nekoui M, Roselli C, Ng K, Philippakis AA, Batra P, Ellinor PT, Lubitz SA. Nauffal V, et al. Among authors: ng k. Nat Genet. 2023 May;55(5):777-786. doi: 10.1038/s41588-023-01371-5. Epub 2023 Apr 20. Nat Genet. 2023. PMID: 37081215

9

Cross-modal autoencoder framework learns holistic representations of cardiovascular state.

Radhakrishnan A, Friedman SF, Khurshid S, Ng K, Batra P, Lubitz SA, Philippakis AA, Uhler C. Radhakrishnan A, et al. Among authors: ng k. Nat Commun. 2023 Apr 28;14(1):2436. doi: 10.1038/s41467-023-38125-0. Nat Commun. 2023. PMID: 37105979 Free PMC article.

10

BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases.

Agrawal S, Klarqvist MDR, Diamant N, Stanley TL, Ellinor PT, Mehta NN, Philippakis A, Ng K, Claussnitzer M, Grinspoon SK, Batra P, Khera AV. Agrawal S, et al. Among authors: ng k. Nat Commun. 2023 Jan 17;14(1):266. doi: 10.1038/s41467-022-35704-5. Nat Commun. 2023. PMID: 36650173 Free PMC article.

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