Gevaert O - Search Results

1

GeNNius: an ultrafast drug-target interaction inference method based on graph neural networks.

Veleiro U, de la Fuente J, Serrano G, Pizurica M, Casals M, Pineda-Lucena A, Vicent S, Ochoa I, Gevaert O, Hernaez M. Veleiro U, et al. Among authors: gevaert o. Bioinformatics. 2024 Jan 2;40(1):btad774. doi: 10.1093/bioinformatics/btad774. Bioinformatics. 2024. PMID: 38134424 Free PMC article.

2

Identifying key multifunctional components shared by critical cancer and normal liver pathways via SparseGMM.

Bakr S, Brennan K, Mukherjee P, Argemi J, Hernaez M, Gevaert O. Bakr S, et al. Among authors: gevaert o. Cell Rep Methods. 2023 Jan 16;3(1):100392. doi: 10.1016/j.crmeth.2022.100392. eCollection 2023 Jan 23. Cell Rep Methods. 2023. PMID: 36814838 Free PMC article.

3

Synthetic whole-slide image tile generation with gene expression profile-infused deep generative models.

Carrillo-Perez F, Pizurica M, Ozawa MG, Vogel H, West RB, Kong CS, Herrera LJ, Shen J, Gevaert O. Carrillo-Perez F, et al. Among authors: gevaert o. Cell Rep Methods. 2023 Jul 19;3(8):100534. doi: 10.1016/j.crmeth.2023.100534. eCollection 2023 Aug 28. Cell Rep Methods. 2023. PMID: 37671024 Free PMC article.

4

Multimodal data fusion for cancer biomarker discovery with deep learning.

Steyaert S, Pizurica M, Nagaraj D, Khandelwal P, Hernandez-Boussard T, Gentles AJ, Gevaert O. Steyaert S, et al. Among authors: gevaert o. Nat Mach Intell. 2023 Apr;5(4):351-362. doi: 10.1038/s42256-023-00633-5. Epub 2023 Apr 6. Nat Mach Intell. 2023. PMID: 37693852 Free PMC article.

5

EpiMix is an integrative tool for epigenomic subtyping using DNA methylation.

Zheng Y, Jun J, Brennan K, Gevaert O. Zheng Y, et al. Among authors: gevaert o. Cell Rep Methods. 2023 Jun 22;3(7):100515. doi: 10.1016/j.crmeth.2023.100515. eCollection 2023 Jul 24. Cell Rep Methods. 2023. PMID: 37533639 Free PMC article.

6

EpiMix: an integrative tool for epigenomic subtyping using DNA methylation.

Zheng Y, Jun J, Brennan K, Gevaert O. Zheng Y, et al. Among authors: gevaert o. bioRxiv [Preprint]. 2023 Jan 4:2023.01.03.522660. doi: 10.1101/2023.01.03.522660. bioRxiv. 2023. Update in: Cell Rep Methods. 2023 Jun 22;3(7):100515. doi: 10.1016/j.crmeth.2023.100515 PMID: 36711917 Free PMC article. Updated. Preprint.

7

Early Detection of Lung Cancer in the NLST Dataset.

Mukherjee P, Brezhneva A, Napel S, Gevaert O. Mukherjee P, et al. Among authors: gevaert o. medRxiv [Preprint]. 2023 Mar 2:2023.03.01.23286632. doi: 10.1101/2023.03.01.23286632. medRxiv. 2023. PMID: 36909593 Free PMC article. Preprint.

8

Development and validation of MedDRA Tagger: a tool for extraction and structuring medical information from clinical notes.

Humbert-Droz M, Corley J, Tamang S, Gevaert O. Humbert-Droz M, et al. Among authors: gevaert o. medRxiv [Preprint]. 2022 Dec 14:2022.12.14.22283470. doi: 10.1101/2022.12.14.22283470. medRxiv. 2022. PMID: 36561189 Free PMC article. Preprint.

9

Toward more accurate and generalizable brain deformation estimators for traumatic brain injury detection with unsupervised domain adaptation.

Zhan X, Sun J, Liu Y, Cecchi NJ, Le Flao E, Gevaert O, Zeineh MM, Camarillo DB. Zhan X, et al. Among authors: gevaert o. ArXiv [Preprint]. 2023 Jun 8:arXiv:2306.05255v1. ArXiv. 2023. PMID: 37332565 Free PMC article. Preprint.

10

Machine Learning Enabled Prediction of Biologically Relevant Gene Expression Using CT-Based Radiomic Features in Non-Small Cell Lung Cancer.

Sukhadia SS, Sadee C, Gevaert O, Nagaraj SH. Sukhadia SS, et al. Among authors: gevaert o. Cancer Med. 2024 Dec;13(24):e70509. doi: 10.1002/cam4.70509. Cancer Med. 2024. PMID: 39718015 Free PMC article.

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