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 | 532 | 2017 |
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 | 232 | 2018 |
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 | 79 | 2019 |
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 | 47 | 2023 |
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 | 27 | 2018 |
Post-selection inference with HSIC-Lasso T Freidling, B Poignard, H Climente-González, M Yamada International Conference on Machine Learning, 3439-3448, 2021 | 15 | 2021 |
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 | 11 | 2016 |
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 | 10 | 2021 |
Interpretable network-guided epistasis detection D Duroux, H Climente-González, CA Azencott, K Van Steen GigaScience 11, giab093, 2022 | 5 | 2022 |
martini: an R package for genome-wide association studies using SNP networks H Climente-González, CA Azencott bioRxiv, 2021.01. 25.428047, 2021 | 2 | 2021 |
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 | 1 | 2023 |
Feature screening with kernel knockoffs B Poignard, PJ Naylor, H Climente-González, M Yamada International Conference on Artificial Intelligence and Statistics, 1935-1974, 2022 | 1 | 2022 |
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 | 1 | 2020 |
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 |
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 |