ColoGuideEx: a robust gene classifier specific for stage II colorectal cancer prognosis

A principled machine learning framework improves accuracy of stage II colorectal cancer prognosis

npj Digital Medicine ◽

10.1038/s41746-018-0057-x ◽

2018 ◽

Vol 1 (1) ◽

Cited By ~ 18

Author(s):

Neofytos Dimitriou ◽

Ognjen Arandjelović ◽

David J. Harrison ◽

Peter D. Caie

Keyword(s):

Colorectal Cancer ◽

Machine Learning ◽

Cancer Prognosis ◽

Stage Ii ◽

Learning Framework ◽

Abstract LB-368: Applications of automated image analysis, machine learning and spatial statistics for the improvement of stage II colorectal cancer prognosis

10.1158/1538-7445.am2020-lb-368 ◽

2020 ◽

Author(s):

Ines P. Nearchou ◽

Daniel A. Soutar ◽

Kate Lillard ◽

Ueno Hideki ◽

Ognjen Arandjelović ◽

...

Keyword(s):

Colorectal Cancer ◽

Machine Learning ◽

Image Analysis ◽

Spatial Statistics ◽

Cancer Prognosis ◽

Automated Image Analysis ◽

Stage Ii ◽

Prognosis Prediction for Stage II Colorectal Cancer by Fusing CT Radiomics and Deep Learning Features of Primary Lesion and Peripheral Lymph Nodes

SSRN Electronic Journal ◽

10.2139/ssrn.3736713 ◽

2020 ◽

Author(s):

Menglei Li ◽

Jing Gong ◽

Yichao Bao ◽

Dan Huang ◽

Junjie Peng ◽

...

Keyword(s):

Colorectal Cancer ◽

Deep Learning ◽

Lymph Nodes ◽

Primary Lesion ◽

Stage Ii ◽

Prognosis Prediction ◽

Peripheral Lymph ◽

Deep Learning Features

Late Recurrence of Low-Risk Stage II Colorectal Cancer Shortly After Etanercept

Journal of Gastrointestinal Cancer ◽

10.1007/s12029-015-9788-y ◽

2015 ◽

Vol 47 (4) ◽

pp. 506-508 ◽

Cited By ~ 2

Author(s):

Tony Ibrahim ◽

Khalil Saleh ◽

Viviane Track-smayra ◽

Nelly Ziade ◽

Dalia Sarraf ◽

...

Keyword(s):

Colorectal Cancer ◽

Late Recurrence ◽

Low Risk ◽

Stage Ii ◽

Gene Expression Profiles as Predictors of Poor Outcomes in Stage II Colorectal Cancer: A Systematic Review and Meta-analysis

Clinical Colorectal Cancer ◽

10.3816/ccc.2009.n.035 ◽

2009 ◽

Vol 8 (4) ◽

pp. 207-214 ◽

Cited By ~ 22

Author(s):

An-Ting T. Lu ◽

Shelley R. Salpeter ◽

Anthony E. Reeve ◽

Steven Eschrich ◽

Patrick G. Johnston ◽

...

Keyword(s):

Gene Expression ◽

Colorectal Cancer ◽

Systematic Review ◽

Expression Profiles ◽

Meta Analysis ◽

Gene Expression Profiles ◽

Stage Ii ◽

Poor Outcomes

Non‐invasive metastasis prognosis from plasma metabolites in stage II colorectal cancer patients: The DACHS study

International Journal of Cancer ◽

10.1002/ijc.32076 ◽

2019 ◽

Vol 145 (1) ◽

pp. 221-231 ◽

Cited By ~ 1

Author(s):

Inna Zaimenko ◽

Carsten Jaeger ◽

Hermann Brenner ◽

Jenny Chang‐Claude ◽

Michael Hoffmeister ◽

...

Keyword(s):

Colorectal Cancer ◽

Cancer Patients ◽

Stage Ii ◽

Plasma Metabolites ◽

Non Invasive ◽

Colorectal Cancer Patients

Microsatellite instability has a positive prognostic impact on stage II colorectal cancer after complete resection: results from a large, consecutive Norwegian series

Annals of Oncology ◽

10.1093/annonc/mds614 ◽

2013 ◽

Vol 24 (5) ◽

pp. 1274-1282 ◽

Cited By ~ 106

Author(s):

M.A. Merok ◽

T. Ahlquist ◽

E.C. Røyrvik ◽

K.F. Tufteland ◽

M. Hektoen ◽

...

Keyword(s):

Colorectal Cancer ◽

Microsatellite Instability ◽

Complete Resection ◽

Stage Ii ◽

Prognostic Impact ◽

Adjuvant chemotherapy use substantial in stage II colorectal cancer

PharmacoEconomics & Outcomes News ◽

10.1007/bf03279869 ◽

2002 ◽

Vol 389 (1) ◽

pp. 6-6

Keyword(s):

Colorectal Cancer ◽

Adjuvant Chemotherapy ◽

Stage Ii ◽

A STUDY OF RISK FACTORS FOR RECURRENCE IN STAGE II COLORECTAL CANCER

Nihon Rinsho Geka Gakkai Zasshi (Journal of Japan Surgical Association) ◽

10.3919/jjsa.71.627 ◽

2010 ◽

Vol 71 (3) ◽

pp. 627-633 ◽

Cited By ~ 1

Author(s):

Tetsuo ISHIZAKI ◽

Tetsuo SUMI ◽

Yoshihiro YASUDA ◽

Kenji KATSUMATA ◽

Tatsuya AOKI ◽

...

Keyword(s):

Colorectal Cancer ◽

Risk Factors ◽

Stage Ii ◽

Risk Factors For Recurrence

Prognostic significance of DNA ploidy in patients with stage II colorectal cancer

Chinese Journal of Cancer Research ◽

10.1007/s11670-001-0013-0 ◽

2001 ◽

Vol 13 (1) ◽

pp. 53-56

Author(s):

Hong-yi Wang ◽

Shan Jin ◽

Zhong-qi Xue ◽

Jin Gu ◽

You-yong Lu

Keyword(s):

Colorectal Cancer ◽

Dna Ploidy ◽

Prognostic Significance ◽

Stage Ii ◽