Stefano Monti
Molecular Biology · 2003–2018
A researcher in the Science corpus: 7 papers; trusts 7 researchers and is trusted by 19 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 69 citations into it; #3,042 of 17,773 by trust here, #1,232 by citations
- Artificial Intelligence — 6 citations into it; #10,519 of 35,345 by trust here, #10,319 by citations
Whom Stefano Monti trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Robert Tibshirani
- Trevor J. Hastie
- Teuvo Kohonen
- Robert E. Kass
- Anil K. Jain
- Sandrine Dudoit
- Erel Levine
- Asa Ben-Hur
- Jerome H. Friedman
- Adrian E. Raftery
Who trusts Stefano Monti overall
- Karthik Devarajan
- Ludmila I. Kuncheva
- Matthew D. Wilkerson
- Renaud Gaujoux
- Omer Sagi
- Joydeep Ghosh
- Xiaoli Z. Fern
- Yuan Gao
- Nimrod Rappoport
- Stan Salvador
Papers from Stefano Monti's perspective
Ordered by how strongly the researchers Stefano Monti trusts endorse each paper. Same corpus, a different order for every researcher.
- Multiclass cancer diagnosis using tumor gene expression signatures (Proceedings of the National Academy of Sciences of the United States of America)
- Algorithms for Clustering Data
- Regression Shrinkage and Selection via the Lasso
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses (Proceedings of the National Academy of Sciences of the United States of America)
- Bagging Predictors
- Estimating the number of clusters in a dataset via the gap statistic
- Pattern classification and scene analysis
- Monographs on statistics and applied probability
- The Nature of Statistical Learning Theory
Their papers
- Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data (2003) — 2,095 citations
- Initial genome sequencing and analysis of multiple myeloma (2011) — 1,464 citations
- Comprehensive genomic characterization defines human glioblastoma genes and core pathways (2008) — 7,050 citations
- Discovery and Characterization of Super-Enhancer Associated Dependencies in Diffuse Large B-Cell Lymphoma (2013) — 694 citations
- The molecular signature of mediastinal large B-cell lymphoma differs from that of other diffuse large B-cell lymphomas and shares features with classical Hodgkin lymphoma. (2003) — 875 citations
- Molecular Subtypes of Diffuse Large B-cell Lymphoma are Associated with Distinct Pathogenic Mechanisms and Outcomes (2018) — 1,686 citations
- Integrative analysis reveals selective 9p24.1 amplification, increased PD-1 ligand expression, and further induction via JAK2 in nodular sclerosing Hodgkin lymphoma and primary mediastinal large B-cell lymphoma. (2010) — 1,237 citations