D. Hayes
Molecular Biology · Cell · 2004–2018
A researcher in the Science corpus: 33 papers; trusts 10 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Molecular Biology — 601 citations into it; #17,458 of 17,773 by trust here, #160 by citations
- Artificial Intelligence — 21 citations into it
- Statistics and Probability — 12 citations into it
- Evaluation & Benchmarks — 7 citations into it
- Information Systems — 6 citations into it
Whom D. Hayes trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts D. Hayes overall
Papers from D. Hayes's perspective
Ordered by how strongly the researchers D. Hayes trusts endorse each paper. Same corpus, a different order for every researcher.
- Estimating the number of clusters in a dataset via the gap statistic
- 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)
- Addendum: Regularization and variable selection via the elastic net
- Malignant astrocytic glioma: genetics, biology, and paths to treatment. (Genes & Development)
- A prediction-based resampling method for estimating the number of clusters in a dataset (Genome Biology)
- Cluster Validation by Prediction Strength
- THE CONTROL OF THE FALSE DISCOVERY RATE IN MULTIPLE TESTING UNDER DEPENDENCY
- Finite Mixture Models
- Penalized Model-Based Clustering with Application to Variable Selection (Journal of machine learning research)
Their papers
- Identification of a CpG island methylator phenotype that defines a distinct subgroup of glioma. (2010) — 2,267 citations
- An integrated genomic analysis identifies clinically relevant subtypes of glioblastoma characterized by abnormalities in PDGFRA, IDH1, EGFR and NF1 (2010) — 7,152 citations
- Comprehensive molecular portraits of human breast tumors (2012) — 7,518 citations
- Comprehensive Molecular Characterization of Human Colon and Rectal Cancer (2012) — 7,754 citations
- ConsensusClusterPlus: a class discovery tool with confidence assessments and item tracking (2010) — 4,827 citations
- International network of cancer genome projects (2010) — 2,229 citations
- Menin associates with a trithorax family histone methyltransferase complex and with the hoxc8 locus. (2004) — 648 citations
- Comprehensive Analysis of Alternative Splicing Across Tumors from 8,705 Patients (2018) — 792 citations
- Statistical Significance of Clustering for High-Dimension, Low–Sample Size Data (2008) — 320 citations
- Distinct patterns of somatic genome alterations in lung adenocarcinomas and squamous cell carcinomas (2016) — 1,096 citations
- Integrated Genomic Analyses of Ovarian Carcinoma (2011) — 7,559 citations
- Comprehensive genomic characterization defines human glioblastoma genes and core pathways (2008) — 7,050 citations
- Molecular profiling reveals biologically discrete subsets and pathways of progression in diffuse glioma (2016) — 1,926 citations
- Comprehensive Characterization of Cancer Driver Genes and Mutations (2018) — 2,007 citations
- Genomic Classification of Cutaneous Melanoma (2015) — 2,764 citations
- Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma (2017) — 2,216 citations
- Integrated Genomic Characterization of Papillary Thyroid Carcinoma (2014) — 2,692 citations
- Comprehensive Molecular Characterization of Urothelial Bladder Carcinoma (2014) — 2,001 citations
- Comprehensive Molecular Characterization of Papillary Renal Cell Carcinoma (2015) — 1,150 citations
- Pathogenic germline variants in 10,389 adult cancers (2018) — 734 citations