Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67

Mira Valkonen; Jorma Isola; Onni Ylinen; Ville Muhonen; Anna Saxlin; Teemu Tolonen; Matti Nykter; Pekka Ruusuvuori

doi:10.1109/tmi.2019.2933656

Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67

Mira Valkonen, Jorma Isola, Onni Ylinen, Ville Muhonen, Anna Saxlin, Teemu Tolonen, Matti Nykter, Pekka Ruusuvuori

Tutkimustuotos: Artikkeli › Scientific › vertaisarvioitu

42 Sitaatiot (Scopus)

Alkuperäiskieli	Englanti
Sivut	534-542
Julkaisu	IEEE Transactions on Medical Imaging
Vuosikerta	39
Numero	2
DOI - pysyväislinkit	https://doi.org/10.1109/tmi.2019.2933656
Tila	Julkaistu - 2020
OKM-julkaisutyyppi	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Tutkimusalat

Breast cancer
Convolutional neural networks
Deep learning
Immune system
Indexes
Training
Tumors
breast cancer
digital pathology
histopathology
image segmentation

Julkaisufoorumi-taso

Jufo-taso 2

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Pääsy asiakirjaan

10.1109/tmi.2019.2933656

Siteeraa tätä

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title = "Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67",

keywords = "Breast cancer, Convolutional neural networks, Deep learning, Immune system, Indexes, Training, Tumors, breast cancer, digital pathology, histopathology, image segmentation, Breast cancer, Convolutional neural networks, Deep learning, Immune system, Indexes, Training, Tumors, breast cancer, digital pathology, histopathology, image segmentation",

author = "Mira Valkonen and Jorma Isola and Onni Ylinen and Ville Muhonen and Anna Saxlin and Teemu Tolonen and Matti Nykter and Pekka Ruusuvuori",

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T1 - Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67

AU - Valkonen, Mira

AU - Isola, Jorma

AU - Ylinen, Onni

AU - Muhonen, Ville

AU - Saxlin, Anna

AU - Tolonen, Teemu

AU - Nykter, Matti

AU - Ruusuvuori, Pekka

PY - 2020

Y1 - 2020

KW - Breast cancer

KW - Convolutional neural networks

KW - Deep learning

KW - Immune system

KW - Indexes

KW - Training

KW - Tumors

KW - breast cancer

KW - digital pathology

KW - histopathology

KW - image segmentation

KW - Breast cancer

KW - Convolutional neural networks

KW - Deep learning

KW - Immune system

KW - Indexes

KW - Training

KW - Tumors

KW - breast cancer

KW - digital pathology

KW - histopathology

KW - image segmentation

U2 - 10.1109/tmi.2019.2933656

DO - 10.1109/tmi.2019.2933656

M3 - Article

C2 - 31398111

SN - 0278-0062

VL - 39

SP - 534

EP - 542

JO - IEEE Transactions on Medical Imaging

JF - IEEE Transactions on Medical Imaging

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