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Héctor Climente-González
Héctor Climente-González
Novo Nordisk Research Centre Oxford
Verifierad e-postadress på novonordisk.com - Startsida
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The functional impact of alternative splicing in cancer
H Climente-González, E Porta-Pardo, A Godzik, E Eyras
Cell reports 20 (9), 2215-2226, 2017
5202017
Systematic analysis of splice-site-creating mutations in cancer
RG Jayasinghe, S Cao, Q Gao, MC Wendl, NS Vo, SM Reynolds, Y Zhao, ...
Cell reports 23 (1), 270-281. e3, 2018
2162018
Block HSIC Lasso: model-free biomarker detection for ultra-high dimensional data
H Climente-González, CA Azencott, S Kaski, M Yamada
Bioinformatics 35 (14), i427–i435, 2019
732019
Fsnet: Feature selection network on high-dimensional biological data
D Singh, H Climente-González, M Petrovich, E Kawakami, M Yamada
2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023
412023
FoldX accurate structural protein–DNA binding prediction using PADA1 (Protein Assisted DNA Assembly 1)
JD Blanco, L Radusky, H Climente-González, L Serrano
Nucleic acids research 46 (8), 3852-3863, 2018
232018
Post-selection inference with HSIC-Lasso
T Freidling, B Poignard, H Climente-González, M Yamada
International Conference on Machine Learning, 3439-3448, 2021
132021
Rescuing discarded spectra: Full comprehensive analysis of a minimal proteome
M Lluch‐Senar, FM Mancuso, H Climente‐González, MI Peña‐Paz, ...
Proteomics 16 (4), 554-563, 2016
112016
Boosting GWAS using biological networks: A study on susceptibility to familial breast cancer
H Climente-González, C Lonjou, F Lesueur, G study group, ...
PLoS computational biology 17 (3), e1008819, 2021
8*2021
Interpretable network-guided epistasis detection
D Duroux, H Climente-González, CA Azencott, K Van Steen
GigaScience 11, giab093, 2022
52022
martini: an R package for genome-wide association studies using SNP networks
H Climente-González, CA Azencott
bioRxiv, 2021.01. 25.428047, 2021
22021
Feature screening with kernel knockoffs
B Poignard, PJ Naylor, H Climente-González, M Yamada
International Conference on Artificial Intelligence and Statistics, 1935-1974, 2022
12022
Network aggregation to enhance results derived from multiple analytics
D Duroux, H Climente-González, L Wienbrandt, K Van Steen
Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 …, 2020
12020
Interpretable Machine Learning Leverages Proteomics to Improve Cardiovascular Disease Risk Prediction and Biomarker Identification
H Climente-González, M Oh, U Chajewska, R Hosseini, S Mukherjee, ...
medRxiv, 2024.01. 12.24301213, 2024
2024
Network medicine-based epistasis detection in complex diseases: ready for quantum computing
M Hoffmann, JM Poschenrieder, M Incudini, S Baier, A Fitz, A Maier, ...
Medrxiv, 2023
2023
A network-guided protocol to discover susceptibility genes in genome-wide association studies using stability selection
H Climente-González, CA Azencott, M Yamada
STAR protocols 4 (1), 2023
2023
Network-guided genome-wide association studies
H Climente González
Université Paris sciences et lettres, 2020
2020
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Artiklar 1–16