Conformal predictors in early diagnostics of ovarian and breast cancers

Dmitry Devetyarov; Ilia Nouretdinov; Brian Burford; Stephane Camuzeaux; Aleksandra Gentry-Maharaj; Ali Tiss; Celia Smith; Zhiyuan Luo; Alexey Chervonenkis; Rachel Hallett; Vladimir Vovk; Mike Waterfield; Rainer Cramer; John F. Timms; John Sinclair; Usha Menon; Ian Jacobs; Alex Gammerman

doi:10.1007/s13748-012-0021-y

Conformal predictors in early diagnostics of ovarian and breast cancers

Dmitry Devetyarov, Ilia Nouretdinov, Brian Burford, Stephane Camuzeaux, Aleksandra Gentry-Maharaj, Ali Tiss, Celia Smith, Zhiyuan Luo, Alexey Chervonenkis, Rachel Hallett, Vladimir Vovk, Mike Waterfield, Rainer Cramer, John F. Timms, John Sinclair, Usha Menon, Ian Jacobs, Alex Gammerman

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	245 - 257
Number of pages	13
Journal	Progress in Artificial Intelligence
Volume	1
Early online date	8 Jul 2012
DOIs	https://doi.org/10.1007/s13748-012-0021-y
Publication status	Published - 2012

Keywords

proteomics
mass spectroscopy
artificial intelligence
prediction with confidence
early diagnosis
conformal predictors
ovarian cancer
breast cancer
biological markers

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/s13748-012-0021-y

http://www.springerlink.com/content/h18382r4868q4884/

Living with uninvited guests-comparing palnt and animal responses to endocytic invasions
Jansen , V. A. A., Gammerman, A. & Soloviev, M.
Biotechnology&BioSci Research BBSRC
15/04/10 → 14/04/13
Project: Research

Cite this

Devetyarov, D., Nouretdinov, I., Burford, B., Camuzeaux, S., Gentry-Maharaj, A., Tiss, A., Smith, C., Luo, Z., Chervonenkis, A., Hallett, R., Vovk, V., Waterfield, M., Cramer, R., Timms, J. F., Sinclair, J., Menon, U., Jacobs, I., & Gammerman, A. (2012). Conformal predictors in early diagnostics of ovarian and breast cancers. Progress in Artificial Intelligence, 1, 245 - 257. https://doi.org/10.1007/s13748-012-0021-y

@article{fb44b53fe96448d58ef94e381931fb40,

title = "Conformal predictors in early diagnostics of ovarian and breast cancers",

keywords = "proteomics, mass spectroscopy, artificial intelligence, prediction with confidence, early diagnosis, conformal predictors, ovarian cancer, breast cancer, biological markers",

author = "Dmitry Devetyarov and Ilia Nouretdinov and Brian Burford and Stephane Camuzeaux and Aleksandra Gentry-Maharaj and Ali Tiss and Celia Smith and Zhiyuan Luo and Alexey Chervonenkis and Rachel Hallett and Vladimir Vovk and Mike Waterfield and Rainer Cramer and Timms, {John F.} and John Sinclair and Usha Menon and Ian Jacobs and Alex Gammerman",

year = "2012",

doi = "10.1007/s13748-012-0021-y",

language = "English",

volume = "1",

pages = "245 -- 257",

journal = "Progress in Artificial Intelligence",

issn = "2129-6360",

publisher = "Springer Nature",

}

Devetyarov, D, Nouretdinov, I, Burford, B, Camuzeaux, S, Gentry-Maharaj, A, Tiss, A, Smith, C, Luo, Z, Chervonenkis, A, Hallett, R, Vovk, V, Waterfield, M, Cramer, R, Timms, JF, Sinclair, J, Menon, U, Jacobs, I & Gammerman, A 2012, 'Conformal predictors in early diagnostics of ovarian and breast cancers', Progress in Artificial Intelligence, vol. 1, pp. 245 - 257. https://doi.org/10.1007/s13748-012-0021-y

TY - JOUR

T1 - Conformal predictors in early diagnostics of ovarian and breast cancers

AU - Devetyarov, Dmitry

AU - Nouretdinov, Ilia

AU - Burford, Brian

AU - Camuzeaux, Stephane

AU - Gentry-Maharaj, Aleksandra

AU - Tiss, Ali

AU - Smith, Celia

AU - Luo, Zhiyuan

AU - Chervonenkis, Alexey

AU - Hallett, Rachel

AU - Vovk, Vladimir

AU - Waterfield, Mike

AU - Cramer, Rainer

AU - Timms, John F.

AU - Sinclair, John

AU - Menon, Usha

AU - Jacobs, Ian

AU - Gammerman, Alex

PY - 2012

Y1 - 2012

KW - proteomics

KW - mass spectroscopy

KW - artificial intelligence

KW - prediction with confidence

KW - early diagnosis

KW - conformal predictors

KW - ovarian cancer

KW - breast cancer

KW - biological markers

U2 - 10.1007/s13748-012-0021-y

DO - 10.1007/s13748-012-0021-y

M3 - Article

SN - 2129-6360

VL - 1

SP - 245

EP - 257

JO - Progress in Artificial Intelligence

JF - Progress in Artificial Intelligence

ER -

Conformal predictors in early diagnostics of ovarian and breast cancers

Keywords

UN SDGs

Access to Document

Projects

Living with uninvited guests-comparing palnt and animal responses to endocytic invasions

Cite this