Multi-omic measurements of heterogeneity in HeLa cells across laboratories Y Liu, Y Mi, T Mueller, S Kreibich, EG Williams, A Van Drogen, C Borel, ... Nature biotechnology 37 (3), 314-322, 2019 | 322 | 2019 |
Genomic determinants of protein abundance variation in colorectal cancer cells TI Roumeliotis, SP Williams, E Gonçalves, C Alsinet, ... Cell reports 20 (9), 2201-2214, 2017 | 118 | 2017 |
Linking drug target and pathway activation for effective therapy using multi-task learning M Yang, J Simm, CC Lam, P Zakeri, GJP van Westen, Y Moreau, ... Scientific reports 8 (1), 8322, 2018 | 60 | 2018 |
Looking beyond the cancer cell for effective drug combinations JR Dry, M Yang, J Saez-Rodriguez Genome medicine 8, 1-13, 2016 | 47 | 2016 |
Stratification and prediction of drug synergy based on target functional similarity M Yang, P Jaaks, J Dry, M Garnett, MP Menden, J Saez-Rodriguez NPJ systems biology and applications 6 (1), 16, 2020 | 45 | 2020 |
CELLector: genomics-guided selection of cancer in vitro models H Najgebauer, M Yang, HE Francies, C Pacini, EA Stronach, MJ Garnett, ... Cell systems 10 (5), 424-432. e6, 2020 | 35 | 2020 |
Deciphering the signaling network of breast cancer improves drug sensitivity prediction M Tognetti, A Gabor, M Yang, V Cappelletti, J Windhager, OM Rueda, ... Cell Systems 12 (5), 401-418. e12, 2021 | 32 | 2021 |
DreamAI: algorithm for the imputation of proteomics data W Ma, S Kim, S Chowdhury, Z Li, M Yang, S Yoo, F Petralia, J Jacobsen, ... Biorxiv, 2020.07. 21.214205, 2020 | 31 | 2020 |
Community Assessment of the Predictability of Cancer Protein and Phosphoprotein Levels from Genomics and Transcriptomics M Yang, F Petralia, Z Li, H Li, W Ma, X Song, S Kim, H Lee, H Yu, B Lee, ... Cell Systems, 2020 | 24 | 2020 |
In silico Prioritization of Transporter–Drug Relationships From Drug Sensitivity Screens A César-Razquin, E Girardi, M Yang, M Brehme, J Saez-Rodriguez, ... Frontiers in Pharmacology 9, 1011, 2018 | 21 | 2018 |
Dynamic logic models complement machine learning to improve cancer treatment Y Mi, E Federica, SR Julio. Computational Systems Biology Approaches in Cancer Research, 2019 | 1* | 2019 |