Feature Selection Methods for Protein Biomarker Discovery from Proteomics or Multi-omics Data
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Feature Selection Methods for Protein Biomarker Discovery from Proteomics or Multi-omics Data
Authors
Keywords
-
Journal
MOLECULAR & CELLULAR PROTEOMICS
Volume -, Issue -, Pages 100083
Publisher
Elsevier BV
Online
2021-04-21
DOI
10.1016/j.mcpro.2021.100083
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Proteomics identifies new therapeutic targets of early-stage hepatocellular carcinoma
- (2019) Ying Jiang et al. NATURE
- LPCAT1 promotes brain metastasis of lung adenocarcinoma by up-regulating PI3K/AKT/MYC pathway
- (2019) Chunhua Wei et al. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH
- Proteogenomic Analysis of Human Colon Cancer Reveals New Therapeutic Opportunities
- (2019) Suhas Vasaikar et al. CELL
- WebGestalt 2019: gene set analysis toolkit with revamped UIs and APIs
- (2019) Yuxing Liao et al. NUCLEIC ACIDS RESEARCH
- Proteomics Is Not an Island: Multi-omics Integration Is the Key to Understanding Biological Systems
- (2019) Bing Zhang et al. MOLECULAR & CELLULAR PROTEOMICS
- Integrated Proteogenomic Characterization of HBV-Related Hepatocellular Carcinoma
- (2019) Qiang Gao et al. CELL
- The significance of microsatellite instability in colorectal cancer after controlling for clinicopathological factors
- (2018) Sanghee Kang et al. MEDICINE
- Reproducible workflow for multiplexed deep-scale proteome and phosphoproteome analysis of tumor tissues by liquid chromatography–mass spectrometry
- (2018) Philipp Mertins et al. Nature Protocols
- Min-redundancy and max-relevance multi-view feature selection for predicting ovarian cancer survival using multi-omics data
- (2018) Yasser EL-Manzalawy et al. BMC Medical Genomics
- Clinical potential of mass spectrometry-based proteogenomics
- (2018) Bing Zhang et al. Nature Reviews Clinical Oncology
- The PRIDE database and related tools and resources in 2019: improving support for quantification data
- (2018) Yasset Perez-Riverol et al. NUCLEIC ACIDS RESEARCH
- Lysophosphatidylcholine acyltransferase 1 upregulation and concomitant phospholipid alterations in clear cell renal cell carcinoma
- (2017) Yiqing Du et al. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH
- Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade
- (2017) Dung T. Le et al. SCIENCE
- Proteome Profiling Outperforms Transcriptome Profiling for Coexpression Based Gene Function Prediction
- (2016) Jing Wang et al. MOLECULAR & CELLULAR PROTEOMICS
- Effective Discriminative Feature Selection With Nontrivial Solution
- (2016) Hong Tao et al. IEEE Transactions on Neural Networks and Learning Systems
- Methods of integrating data to uncover genotype–phenotype interactions
- (2015) Marylyn D. Ritchie et al. NATURE REVIEWS GENETICS
- A novel wrapper method for feature selection and its applications
- (2015) Gang Chen et al. NEUROCOMPUTING
- MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis
- (2015) Wanqi Yang et al. IEEE Transactions on Neural Networks and Learning Systems
- A novel miR-219-SMC4-JAK2/Stat3 regulatory pathway in human hepatocellular carcinoma
- (2014) Bo Zhou et al. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH
- Mass spectrometry based biomarker discovery, verification, and validation - Quality assurance and control of protein biomarker assays
- (2014) Carol E. Parker et al. Molecular Oncology
- Proteogenomic characterization of human colon and rectal cancer
- (2014) Bing Zhang et al. NATURE
- STRING v10: protein–protein interaction networks, integrated over the tree of life
- (2014) Damian Szklarczyk et al. NUCLEIC ACIDS RESEARCH
- A survey on feature selection methods
- (2013) Girish Chandrashekar et al. COMPUTERS & ELECTRICAL ENGINEERING
- Lysophosphatidylcholine acyltransferase 1 altered phospholipid composition and regulated hepatoma progression
- (2013) Yoshifumi Morita et al. JOURNAL OF HEPATOLOGY
- Overexpression of the structural maintenance of chromosome 4 protein is associated with tumor de-differentiation, advanced stage and vascular invasion of primary liver cancer
- (2012) BO ZHOU et al. ONCOLOGY REPORTS
- Feature subset selection wrapper based on mutual information and rough sets
- (2011) Sombut Foithong et al. EXPERT SYSTEMS WITH APPLICATIONS
- A wrapper method for feature selection using Support Vector Machines
- (2009) Sebastián Maldonado et al. INFORMATION SCIENCES
- A simple and fast algorithm for K-medoids clustering
- (2008) Hae-Sang Park et al. EXPERT SYSTEMS WITH APPLICATIONS
- MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification
- (2008) Jürgen Cox et al. NATURE BIOTECHNOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now