Literature DB >> 19622426

Data-driven approach to predict survival of cancer patients: estimation of microarray genes' prediction significance by Cox proportional hazard regression model.

Efthimios Motakis1, Anna V Ivshina, Vladimir A Kuznetsov.   

Abstract

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Year:  2009        PMID： 19622426     DOI： 10.1109/MEMB.2009.932937

Source DB:  PubMed          Journal:  IEEE Eng Med Biol Mag        ISSN： 0739-5175


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  24 in total

1.  Gene selection using iterative feature elimination random forests for survival outcomes.

Authors:  Herbert Pang; Stephen L George; Ken Hui; Tiejun Tong
Journal:  IEEE/ACM Trans Comput Biol Bioinform       Date:  2012 Sep-Oct       Impact factor: 3.710

2.  Complex sense-antisense architecture of TNFAIP1/POLDIP2 on 17q11.2 represents a novel transcriptional structural-functional gene module involved in breast cancer progression.

Authors:  Oleg V Grinchuk; Efthimios Motakis; Vladimir A Kuznetsov
Journal:  BMC Genomics       Date:  2010-02-10       Impact factor: 3.969

3.  A pseudo-R2 measure for selecting genomic markers with crossing hazards functions.

Authors:  Sigrid Rouam; Thierry Moreau; Philippe Broët
Journal:  BMC Med Res Methodol       Date:  2011-03-15       Impact factor: 4.615

4.  ABI1-based expression signature predicts breast cancer metastasis and survival.

Authors:  Angelina Regua; Csaba Papp; Andre Grageda; Baylee A Porter; Tiffany Caza; Isabelle Bichindaritz; Mira Krendel; Abirami Sivapiragasam; Gennady Bratslavsky; Vladimir A Kuznetsov; Leszek Kotula
Journal:  Mol Oncol       Date:  2022-01-26       Impact factor: 7.449

5.  Multiple signatures of a disease in potential biomarker space: Getting the signatures consensus and identification of novel biomarkers.

Authors:  Ghim Siong Ow; Vladimir A Kuznetsov
Journal:  BMC Genomics       Date:  2015-06-11       Impact factor: 3.969

Review 6.  How bioinformatics influences health informatics: usage of biomolecular sequences, expression profiles and automated microscopic image analyses for clinical needs and public health.

Authors:  Vladimir Kuznetsov; Hwee Kuan Lee; Sebastian Maurer-Stroh; Maria Judit Molnár; Sandor Pongor; Birgit Eisenhaber; Frank Eisenhaber
Journal:  Health Inf Sci Syst       Date:  2013-01-10

7.  Sense-antisense gene-pairs in breast cancer and associated pathological pathways.

Authors:  Oleg V Grinchuk; Efthymios Motakis; Surya Pavan Yenamandra; Ghim Siong Ow; Piroon Jenjaroenpun; Zhiqun Tang; Aliaksandr A Yarmishyn; Anna V Ivshina; Vladimir A Kuznetsov
Journal:  Oncotarget       Date:  2015-12-08

8.  Big genomics and clinical data analytics strategies for precision cancer prognosis.

Authors:  Ghim Siong Ow; Vladimir A Kuznetsov
Journal:  Sci Rep       Date:  2016-11-07       Impact factor: 4.379

9.  Identification of two poorly prognosed ovarian carcinoma subtypes associated with CHEK2 germ-line mutation and non-CHEK2 somatic mutation gene signatures.

Authors:  Ghim Siong Ow; Anna V Ivshina; Gloria Fuentes; Vladimir A Kuznetsov
Journal:  Cell Cycle       Date:  2014-05-30       Impact factor: 4.534

10.  The Fra-1-miR-134-SDS22 feedback loop amplifies ERK/JNK signaling and reduces chemosensitivity in ovarian cancer cells.

Authors:  Jianmin Wu; Yimin Sun; Pei-Ying Zhang; Mengyao Qian; Hengchao Zhang; Xiao Chen; Di Ma; Yunsheng Xu; Xiaoming Chen; Kai-Fu Tang
Journal:  Cell Death Dis       Date:  2016-09-29       Impact factor: 8.469
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