Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

Alkuperäiskielienglanti
OtsikkoMedical Imaging 2016: Digital Pathology
ToimittajatMetin N. Gurcan, Anant Madabhushi
Sivumäärä6
KustantajaSPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING
Julkaisupäivä2016
Sivut979115
ISBN (painettu)978-1-5106-0026-3
DOI - pysyväislinkit
TilaJulkaistu - 2016
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaConference on Medical Imaging - Digital Pathology - San Diego, CA, Yhdysvallat (USA)
Kesto: 2 maaliskuuta 20163 maaliskuuta 2016

Julkaisusarja

NimiProceedings of SPIE
KustantajaSPIE-INT SOC OPTICAL ENGINEERING
Vuosikerta9791
ISSN (painettu)0277-786X

Lisätietoja


Volume:
Proceeding volume:

Tieteenalat

  • 3122 Syöpätaudit

Lainaa tätä

Bychkov, D., Turkki, R., Haglund, C., Linder, N., & Lundin, J. (2016). Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer. teoksessa M. N. Gurcan, & A. Madabhushi (Toimittajat), Medical Imaging 2016: Digital Pathology (Sivut 979115). (Proceedings of SPIE; Vuosikerta 9791). SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. https://doi.org/10.1117/12.2217072
Bychkov, Dmitrii ; Turkki, Riku ; Haglund, Caj ; Linder, Nina ; Lundin, Johan. / Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer. Medical Imaging 2016: Digital Pathology. Toimittaja / Metin N. Gurcan ; Anant Madabhushi. SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 2016. Sivut 979115 (Proceedings of SPIE).
@inproceedings{6935dfec1b8140a080fb5912f9d16588,
title = "Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer",
keywords = "colorectal cancer, outcome prediction, gland segmentation, computer assisted diagnostics, deep learning, supervised convolutional neural networks, 3122 Cancers",
author = "Dmitrii Bychkov and Riku Turkki and Caj Haglund and Nina Linder and Johan Lundin",
note = "Volume: Proceeding volume:",
year = "2016",
doi = "10.1117/12.2217072",
language = "English",
isbn = "978-1-5106-0026-3",
series = "Proceedings of SPIE",
publisher = "SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING",
pages = "979115",
editor = "Gurcan, {Metin N.} and Anant Madabhushi",
booktitle = "Medical Imaging 2016: Digital Pathology",
address = "United States",

}

Bychkov, D, Turkki, R, Haglund, C, Linder, N & Lundin, J 2016, Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer. julkaisussa MN Gurcan & A Madabhushi (toim), Medical Imaging 2016: Digital Pathology. Proceedings of SPIE, Vuosikerta 9791, SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Sivut 979115, Conference on Medical Imaging - Digital Pathology, San Diego, CA, Yhdysvallat (USA), 02/03/2016. https://doi.org/10.1117/12.2217072

Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer. / Bychkov, Dmitrii; Turkki, Riku; Haglund, Caj; Linder, Nina; Lundin, Johan.

Medical Imaging 2016: Digital Pathology. toim. / Metin N. Gurcan; Anant Madabhushi. SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, 2016. s. 979115 (Proceedings of SPIE; Vuosikerta 9791).

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussaKonferenssiartikkeliTieteellinenvertaisarvioitu

TY - GEN

T1 - Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer

AU - Bychkov, Dmitrii

AU - Turkki, Riku

AU - Haglund, Caj

AU - Linder, Nina

AU - Lundin, Johan

N1 - Volume: Proceeding volume:

PY - 2016

Y1 - 2016

KW - colorectal cancer

KW - outcome prediction

KW - gland segmentation

KW - computer assisted diagnostics

KW - deep learning

KW - supervised convolutional neural networks

KW - 3122 Cancers

U2 - 10.1117/12.2217072

DO - 10.1117/12.2217072

M3 - Conference contribution

SN - 978-1-5106-0026-3

T3 - Proceedings of SPIE

SP - 979115

BT - Medical Imaging 2016: Digital Pathology

A2 - Gurcan, Metin N.

A2 - Madabhushi, Anant

PB - SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING

ER -

Bychkov D, Turkki R, Haglund C, Linder N, Lundin J. Deep learning for tissue microarray image-based outcome prediction in patients with colorectal cancer. julkaisussa Gurcan MN, Madabhushi A, toimittajat, Medical Imaging 2016: Digital Pathology. SPIE - INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING. 2016. s. 979115. (Proceedings of SPIE). https://doi.org/10.1117/12.2217072