Matthew J. Ellis
- Proteogenomics connects somatic mutations to signalling in breast cancer
2016/05/24 by NCI CPTAC, Philipp Mertins, D. R. Mani +37 · 46 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer Genomics and Diagnostics #Breast Cancer Treatment Studies #Cancer-related Molecular Pathways
- Adjuvant Chemotherapy Guided by a 21-Gene Expression Assay in Breast Cancer
2018/06/03 by Joseph A. Sparano, Robert J. Gray, Della Makower +36 · 44 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Breast Cancer Treatment Studies #Advanced Breast Cancer Therapies #Breast Lesions and Carcinomas
- Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes
2009/02/10 by Joel S. Parker, Michael Mullins, Michael E. Mullins +22 · 22 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #BRCA gene mutations in cancer #Breast Cancer Treatment Studies
- Proteogenomic Characterization Reveals Therapeutic Vulnerabilities in Lung Adenocarcinoma
2020/07/01 by Michael A. Gillette, Shankha Satpathy, Song Cao +199 · 11 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #RNA modifications and cancer #Ferroptosis and cancer prognosis #Lung Cancer Treatments and Mutations
- Proteogenomic Landscape of Breast Cancer Tumorigenesis and Targeted Therapy
2020/11/01 by Karsten Krug, Eric J. Jaehnig, Shankha Satpathy +104 · 8 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Medicine · #Advanced Proteomics Techniques and Applications #Bioinformatics and Genomic Networks #Ferroptosis and cancer prognosis
- In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD
2023/06/22 by Riccardo Balin, Balin, Riccardo, Filippo Simini +17 · 2 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
- Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling
2021/04/13 by Sam Partee, Partee, Sam, Matthew J. Ellis +11 · 1 citation
Earth and Planetary Sciences · Environmental Science · Physics and Astronomy · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Engineering #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Oceanographic and Atmospheric Processes #Parallel #Scientific Research and Discoveries #and Cluster Computing (cs.DC) #and Science (cs.CE)