Sood M - Search Results

1

Trial watch: Tracing investment in drug development for Alzheimer disease.

Kodamullil AT, Zekri F, Sood M, Hengerer B, Canard L, McHale D, Hofmann-Apitius M. Kodamullil AT, et al. Among authors: sood m. Nat Rev Drug Discov. 2017 Dec;16(12):819. doi: 10.1038/nrd.2017.169. Epub 2017 Oct 23. Nat Rev Drug Discov. 2017. PMID: 29056749 No abstract available.

2

Deep learning for clustering of multivariate clinical patient trajectories with missing values.

de Jong J, Emon MA, Wu P, Karki R, Sood M, Godard P, Ahmad A, Vrooman H, Hofmann-Apitius M, Fröhlich H. de Jong J, et al. Among authors: sood m. Gigascience. 2019 Nov 1;8(11):giz134. doi: 10.1093/gigascience/giz134. Gigascience. 2019. PMID: 31730697 Free PMC article.

3

Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders.

Sood M, Sahay A, Karki R, Emon MA, Vrooman H, Hofmann-Apitius M, Fröhlich H. Sood M, et al. Sci Rep. 2020 Jul 3;10(1):10971. doi: 10.1038/s41598-020-67398-4. Sci Rep. 2020. PMID: 32620927 Free PMC article.

4

Clustering of Alzheimer's and Parkinson's disease based on genetic burden of shared molecular mechanisms.

Emon MA, Heinson A, Wu P, Domingo-Fernández D, Sood M, Vrooman H, Corvol JC, Scordis P, Hofmann-Apitius M, Fröhlich H. Emon MA, et al. Among authors: sood m. Sci Rep. 2020 Nov 5;10(1):19097. doi: 10.1038/s41598-020-76200-4. Sci Rep. 2020. PMID: 33154531 Free PMC article.

5

Variational Autoencoder Modular Bayesian Networks for Simulation of Heterogeneous Clinical Study Data.

Gootjes-Dreesbach L, Sood M, Sahay A, Hofmann-Apitius M, Fröhlich H. Gootjes-Dreesbach L, et al. Among authors: sood m. Front Big Data. 2020 May 28;3:16. doi: 10.3389/fdata.2020.00016. eCollection 2020. Front Big Data. 2020. PMID: 33693390 Free PMC article.

6

AI reveals insights into link between CD33 and cognitive impairment in Alzheimer's Disease.

Raschka T, Sood M, Schultz B, Altay A, Ebeling C, Fröhlich H. Raschka T, et al. Among authors: sood m. PLoS Comput Biol. 2023 Feb 13;19(2):e1009894. doi: 10.1371/journal.pcbi.1009894. eCollection 2023 Feb. PLoS Comput Biol. 2023. PMID: 36780558 Free PMC article.

7

Remote monitoring technologies in Alzheimer's disease: design of the RADAR-AD study.

Muurling M, de Boer C, Kozak R, Religa D, Koychev I, Verheij H, Nies VJM, Duyndam A, Sood M, Fröhlich H, Hannesdottir K, Erdemli G, Lucivero F, Lancaster C, Hinds C, Stravopoulos TG, Nikolopoulos S, Kompatsiaris I, Manyakov NV, Owens AP, Narayan VA, Aarsland D, Visser PJ; RADAR-AD Consortium. Muurling M, et al. Among authors: sood m. Alzheimers Res Ther. 2021 Apr 23;13(1):89. doi: 10.1186/s13195-021-00825-4. Alzheimers Res Ther. 2021. PMID: 33892789 Free PMC article.

8

Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations.

Wendland P, Birkenbihl C, Gomez-Freixa M, Sood M, Kschischo M, Fröhlich H. Wendland P, et al. Among authors: sood m. NPJ Digit Med. 2022 Aug 20;5(1):122. doi: 10.1038/s41746-022-00666-x. NPJ Digit Med. 2022. PMID: 35986075 Free PMC article.

9

Association rule mining based study for identification of clinical parameters akin to occurrence of brain tumor.

Sengupta D, Sood M, Vijayvargia P, Hota S, Naik PK. Sengupta D, et al. Among authors: sood m. Bioinformation. 2013 Jun 29;9(11):555-9. doi: 10.6026/97320630009555. Print 2013. Bioinformation. 2013. PMID: 23888095 Free PMC article.

10

Bayesian network modeling of risk and prodromal markers of Parkinson's disease.

Sood M, Suenkel U, von Thaler AK, Zacharias HU, Brockmann K, Eschweiler GW, Maetzler W, Berg D, Fröhlich H, Heinzel S. Sood M, et al. PLoS One. 2023 Feb 24;18(2):e0280609. doi: 10.1371/journal.pone.0280609. eCollection 2023. PLoS One. 2023. PMID: 36827273 Free PMC article.

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