Opportunities and obstacles for deep learning in biology and medicine T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Journal of the royal society interface 15 (141), 20170387, 2018 | 1956 | 2018 |
Integrating cardiac PIP3 and cAMP signaling through a PKA anchoring function of p110γ A Perino, A Ghigo, E Ferrero, F Morello, G Santulli, GS Baillie, F Damilano, ... Molecular cell 42 (1), 84-95, 2011 | 219 | 2011 |
In silico prediction of novel therapeutic targets using gene–disease association data E Ferrero, I Dunham, P Sanseau Journal of translational medicine 15, 1-16, 2017 | 118 | 2017 |
Translational precision medicine: an industry perspective D Hartl, V de Luca, A Kostikova, J Laramie, S Kennedy, E Ferrero, ... Journal of translational medicine 19 (1), 245, 2021 | 89 | 2021 |
The midbody interactome reveals unexpected roles for PP1 phosphatases in cytokinesis L Capalbo, ZI Bassi, M Geymonat, S Todesca, L Copoiu, AJ Enright, ... Nature communications 10 (1), 4513, 2019 | 86 | 2019 |
Johnny Israeli, Jack Lanchantin, Stephen Woloszynek, Anne E T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Carpenter, Avanti Shrikumar, Jinbo Xu, Evan M. Cofer, Christopher A …, 2018 | 36 | 2018 |
SoxNeuro orchestrates central nervous system specification and differentiation in Drosophila and is only partially redundant with Dichaete E Ferrero, B Fischer, S Russell Genome Biology 15, 1-19, 2014 | 35 | 2014 |
The role of Dichaete in transcriptional regulation during Drosophila embryonic development J Aleksic, E Ferrero, B Fischer, SP Shen, S Russell BMC genomics 14, 1-17, 2013 | 34 | 2013 |
Meta-Analysis of in vitro-Differentiated Macrophages Identifies Transcriptomic Signatures That Classify Disease Macrophages in vivo HJ Chen, AYF Li Yim, GR Griffith, WJ de Jonge, MMAM Mannens, ... Frontiers in immunology 10, 2887, 2019 | 33 | 2019 |
STOPGAP: a database for systematic target opportunity assessment by genetic association predictions J Shen, K Song, AJ Slater, E Ferrero, MR Nelson Bioinformatics 33 (17), 2784-2786, 2017 | 29 | 2017 |
Ten simple rules to power drug discovery with data science E Ferrero, S Brachat, JL Jenkins, P Marc, P Skewes-Cox, RC Altshuler, ... PLoS computational biology 16 (8), e1008126, 2020 | 22 | 2020 |
Whole-genome DNA methylation profiling of CD14+ monocytes reveals disease status and activity differences in Crohn’s disease patients AYF Li Yim, NW Duijvis, M Ghiboub, C Sharp, E Ferrero, MMAM Mannens, ... Journal of clinical medicine 9 (4), 1055, 2020 | 22 | 2020 |
A distinct epigenetic profile distinguishes stenotic from non-inflamed fibroblasts in the ileal mucosa of Crohn’s disease patients AYF Li Yim, JR de Bruyn, NW Duijvis, C Sharp, E Ferrero, WJ de Jonge, ... PLoS One 13 (12), e0209656, 2018 | 16 | 2018 |
Connecting genetics and gene expression data for target prioritisation and drug repositioning E Ferrero, P Agarwal BioData mining 11 (1), 7, 2018 | 16 | 2018 |
Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface. 2018; 15 (141) T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Epub 2018/04/06. https://doi. org/10.1098/rsif. 2017.0387 PMID: 29618526, 2017 | 14 | 2017 |
CARD10 cleavage by MALT1 restricts lung carcinoma growth in vivo L Israël, A Glück, M Berger, M Coral, M Ceci, A Unterreiner, J Rubert, ... Oncogenesis 10 (4), 32, 2021 | 11 | 2021 |
Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface. 2018; 15 (141): 20170387 T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... | 11 | 2017 |
Opportunities and obstacles for deep learning in biology and medicine. JR Soc Interface 2018; 15: 20170387 T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... Deep learning applications in healthcare are rapidly developing and promise …, 2017 | 11 | 2017 |
Novel insights into rheumatoid arthritis through characterization of concordant changes in DNA methylation and gene expression in synovial biopsies of patients with differing … AYF Li Yim, E Ferrero, K Maratou, HD Lewis, G Royal, DF Tough, ... Frontiers in immunology 12, 651475, 2021 | 10 | 2021 |
Opportunities And Obstacles For Deep Learning In Biology And Medicine. bioRxiv [Internet]. 2017 T Ching, DS Himmelstein, BK Beaulieu-Jones, AA Kalinin, BT Do, ... | 10 | |