4.7 Article Proceedings Paper

A Novel Cox Proportional Hazards Model for High-Dimensional Genomic Data in Cancer Prognosis

Related references

Note: Only part of the references are listed.
Article Biochemical Research Methods

An Integrated Approach for Identification of Functionally Similar MicroRNAs in Colorectal Cancer

Sushmita Paul et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2019)

Article Biochemical Research Methods

Inferring Gene Network Rewiring by Combining Gene Expression and Gene Mutation Data

Jia-Juan Tu et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2019)

Article Biochemical Research Methods

Integration of Multi-Omics Data for Gene Regulatory Network Inference and Application to Breast Cancer

Lin Yuan et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2019)

Article Computer Science, Information Systems

A theoretical understanding of self-paced learning

Deyu Meng et al.

INFORMATION SCIENCES (2017)

Article Mathematical & Computational Biology

Molecular pathway identification using a new L1/2 solver and biological network-constrained model

Hai Hui Huang et al.

International Journal of Data Mining and Bioinformatics (2017)

Article Oncology

EGFR Is Regulated by TFAP2C in Luminal Breast Cancer and Is a Target for Vandetanib

James P. De Andrade et al.

MOLECULAR CANCER THERAPEUTICS (2016)

Article Biotechnology & Applied Microbiology

Network-Based Logistic Classification with an Enhanced L1/2 Solver Reveals Biomarker and Subnetwork Signatures for Diagnosing Lung Cancer

Hai-Hui Huang et al.

BIOMED RESEARCH INTERNATIONAL (2015)

Article Multidisciplinary Sciences

Prognostic Fifteen-Gene Signature for Early Stage Pancreatic Ductal Adenocarcinoma

Dung-Tsa Chen et al.

PLOS ONE (2015)

Article Statistics & Probability

NETWORK-REGULARIZED HIGH-DIMENSIONAL COX REGRESSION FOR ANALYSIS OF GENOMIC DATA

Hokeun Sun et al.

STATISTICA SINICA (2014)

Article Biochemical Research Methods

Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification

Yong Liang et al.

BMC BIOINFORMATICS (2013)

Article Biochemistry & Molecular Biology

Role of PCDH10 and its hypermethylation in human gastric cancer

Zesong Li et al.

BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH (2012)

Article Genetics & Heredity

Relation between smoking history and gene expression profiles in lung adenocarcinomas

Johan Staaf et al.

BMC MEDICAL GENOMICS (2012)

Article Biochemistry & Molecular Biology

The Regulatory Mechanism of the LY6K Gene Expression in Human Breast Cancer Cells

Hyun Kyung Kong et al.

JOURNAL OF BIOLOGICAL CHEMISTRY (2012)

Article Multidisciplinary Sciences

Comprehensive molecular portraits of human breast tumours

Daniel C. Koboldt et al.

NATURE (2012)

Article Computer Science, Interdisciplinary Applications

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome Friedman et al.

JOURNAL OF STATISTICAL SOFTWARE (2010)

Article Biochemical Research Methods

Network-constrained regularization and variable selection for analysis of genomic data

Caiyan Li et al.

BIOINFORMATICS (2008)

Article Biology

Adaptive lasso for Cox's proportional hazards model

Hao Helen Zhang et al.

BIOMETRIKA (2007)

Article Mathematical & Computational Biology

Cross-validated Cox regression on microarray gene expression data

Hans C. van Houwelingen et al.

STATISTICS IN MEDICINE (2006)

Article Engineering, Electrical & Electronic

A sparse signal reconstruction perspective for source localization with sensor arrays

D Malioutov et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2005)

Article Mathematical & Computational Biology

Generating survival times to simulate Cox proportional hazards models

R Bender et al.

STATISTICS IN MEDICINE (2005)

Article Statistics & Probability

Regularization and variable selection via the elastic net

H Zou et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)

Review Biotechnology & Applied Microbiology

The AP-2 family of transcription factors

Dawid Eckert et al.

GENOME BIOLOGY (2005)

Meeting Abstract Oncology

Predicting survival from gene expression data by generalized partial least squares regression

HL Storvold et al.

BREAST CANCER RESEARCH (2005)

Article Medicine, General & Internal

Use of gene-expression profiling to identify prognostic subclasses in adult acute myeloid leukemia

L Bullinger et al.

NEW ENGLAND JOURNAL OF MEDICINE (2004)

Article Medicine, General & Internal

The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma

A Rosenwald et al.

NEW ENGLAND JOURNAL OF MEDICINE (2002)

Article Statistics & Probability

Variable selection via nonconcave penalized likelihood and its oracle properties

JQ Fan et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)