From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge

Detection of metastatic disease with sentinel lymph node dissection in colorectal carcinoma patients.

Matter, M.
Winckler, M.
Aellen, S.
Bouzourene, H.

January 2007

BACKGROUND: In curative colorectal cancer surgery, radical lymph node dissection is essential for st...

The Clinical Significance and Risk Factors of Solitary Lymph Node Metastasis in Gastric Cancer

Ma Min
Chen Shi
Zhu Bao-yan
Zhao Bai-Wei
Wang Hua-She
Xiang Jun
Wu Xiao-Bin
Lin Yi-Jia
Zhou Zhi-Wei
Peng Jun-Sheng
Chen Ying-Bo

January 2015

To assess the clinical significance and risk factors of solitary lymph node metastasis (SLM) in gast...

Detection of lymph node metastases in oesophageal cancer

Jamieson, G.
Thompson, S.

January 2009

BackgroundThe importance of lymph node status in oesophageal cancer cannot be disputed. It is theref...

From detection of individual metastases to classification of lymph node status at the patient level:the CAMELYON17 challenge

Bandi, Peter
Geessink, Oscar
Manson, Quirine
van Dijk, Marcory
Balkenhol, Maschenka
Hermsen, Meyke
Bejnordi, Babak Ehteshami
Lee, Byungjae
Paeng, Kyunghyun
Zhong, Aoxiao
Li, Quanzheng
Zanjani, Farhad Ghazvinian
Zinger, Svitlana
Fukuta, Keisuke
Komura, Daisuke
Ovtcharov, Vlado
Cheng, Shenghua
Zeng, Shaoqun
Thagaard, Jeppe
Dahl, Anders B.
Lin, Huangjing
Chen, Hao
Jacobsson, Ludwig
Hedlund, Martin
Cetin, Melih
Halici, Eren
Jackson, Hunter
Chen, Richard
Both, Fabian
Franke, Jorg
Kusters-Vandevelde, Heidi
Vreuls, Willem
Bult, Peter
van Ginneken, Bram
van der Laak, Jeroen
Litjens, Geert

February 2019

Automated detection of cancer metastases in lymph nodes has the potential to improve the assessment ...

From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge

Bandi, Peter
Geessink, Oscar
Manson, Quirine
van Dijk, Marcory
Balkenhol, Maschenka
Hermsen, Meyke
Bejnordi, Babak Ehteshami
Lee, Byungjae
Paeng, Kyunghyun
Zhong, Aoxiao
Li, Quanzheng
Zanjani, Farhad Ghazvinian
Zinger, Svitlana
Fukuta, Keisuke
Komura, Daisuke
Ovtcharov, Vlado
Cheng, Shenghua
Zeng, Shaoqun
Thagaard, Jeppe
Dahl, Anders B.
Lin, Huangjing
Chen, Hao
Jacobsson, Ludwig
Hedlund, Martin
Cetin, Melih
Halici, Eren
Jackson, Hunter
Chen, Richard
Both, Fabian
Franke, Jorg
Kusters-Vandevelde, Heidi
Vreuls, Willem
Bult, Peter
van Ginneken, Bram
van der Laak, Jeroen
Litjens, Geert

February 2019

Automated detection of cancer metastases in lymph nodes has the potential to improve the assessment ...

1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset

Litjens, G.
Bandi, P.
Ehteshami Bejnordi, B.
Geessink, O.G.F.
Balkenhol, M.C.
Bult, P.
Halilovic, A.
Hermsen, M.
Loo, R.J.M. van de
Vogels, R.J.C.
Manson, Q.F.
Stathonikos, N.
Baidoshvili, A.
Diest, P. van
Wauters, C.C.A.P.
Dijk, M van
Laak, J.A.W.M. van der

January 2018

Contains fulltext : 193420.pdf (publisher's version ) (Open Access)Background: The...

1399 H&E-stained sentinel lymph node sections of breast cancer patients : The CAMELYON dataset

Litjens, Geert
Bandi, Peter
Bejnordi, Babak Ehteshami
Geessink, Oscar
Balkenhol, Maschenka
Bult, Peter
Halilovic, Altuna
Hermsen, Meyke
van de Loo, Rob
Vogels, Rob
Manson, Quirine F.
Stathonikos, Nikolas
Baidoshvili, Alexi
van Diest, Paul
Wauters, Carla
van Dijk, Marcory
van der Laak, Jeroen

June 2018

Background: The presence of lymph node metastases is one of the most important factors in breast can...

Deep Regional Metastases Segmentation for Patient-Level Lymph Node Status Classification

Lu Wang
Tian Song
Takafumi Katayama
Xiantao Jiang
Takashi Shimamoto
Jenq-Shiou Leu

January 2021

Generally, automatic diagnosis of the presence of metastases in lymph nodes has therapeutic implicat...

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

Ehteshami Bejnordi, B.
Veta, Mitko
Diest, Paul Johannes van
Ginneken, B. van
Karssemeijer, N.
Litjens, G.J.S.
Laak, J.A.W.M. van der

January 2017

Contains fulltext : 181251.pdf (publisher's version ) (Closed access

Accurate

October 2016

diagnosis of lymph node metastasis is very important in deciding the optimal treatment ORIGINAL Diag...

Lymph node metastases detection in Whole Slide Images using prototypical patterns and transformer-guided multiple instance learning

Heinlein Lukas
Benz Michaela
Kuritcyn Petr
Bruns Volker
Hartmann Arndt
Keil Felix
Geppert Carol
Evert Katja
Wittenberg Thomas

September 2023

Background: The examination of lymph nodes (LNs) regarding metastases is vital for the staging of ca...

Colorectal cancer: What is the role of lymph node metastases in the progression of colorectal cancer?

Nagtegaal, I.D.
Schmoll, H.J.

January 2017

Contains fulltext : 182266pub.pdf (publisher's version ) (Closed access

Micro-metastases in axillary lymph nodes: an increasing classification and treatment dilemma in breast cancer due to the introduction of the sentinel lymph node procedure

Tjan, H.
Bult, P.
Widt-Levert, L.M. de
Ruers, T.J.M.
Beex, L.V.A.M.

January 2001

Contains fulltext : 144676.pdf (publisher's version ) (Closed access

The value of MR lymphography in the detection of lymph node metastases in patients with prostate cancer.

Hovels, A.M.

January 2008

Contains fulltext : 70634.pdf (publisher's version ) (Open Access)RU Radboud Unive...

DRMS for Patient-Level Lymph Node Status Classification

Wang, Lu
Song, Tian
Katayama, Takafumi
Jiang, Xiantao
Shimamoto, Takashi
Leu, Jenq-Shiou

March 2022

Generally, automatic diagnosis of the presence of metastases in lymph nodes has therapeutic implicat...

Detection of metastatic disease with sentinel lymph node dissection in colorectal carcinoma patients.

Matter, M.
Winckler, M.
Aellen, S.
Bouzourene, H.

January 2007

BACKGROUND: In curative colorectal cancer surgery, radical lymph node dissection is essential for st...

The Clinical Significance and Risk Factors of Solitary Lymph Node Metastasis in Gastric Cancer

Ma Min
Chen Shi
Zhu Bao-yan
Zhao Bai-Wei
Wang Hua-She
Xiang Jun
Wu Xiao-Bin
Lin Yi-Jia
Zhou Zhi-Wei
Peng Jun-Sheng
Chen Ying-Bo

January 2015

To assess the clinical significance and risk factors of solitary lymph node metastasis (SLM) in gast...

Detection of lymph node metastases in oesophageal cancer

Jamieson, G.
Thompson, S.

January 2009

BackgroundThe importance of lymph node status in oesophageal cancer cannot be disputed. It is theref...

From detection of individual metastases to classification of lymph node status at the patient level:the CAMELYON17 challenge

Bandi, Peter
Geessink, Oscar
Manson, Quirine
van Dijk, Marcory
Balkenhol, Maschenka
Hermsen, Meyke
Bejnordi, Babak Ehteshami
Lee, Byungjae
Paeng, Kyunghyun
Zhong, Aoxiao
Li, Quanzheng
Zanjani, Farhad Ghazvinian
Zinger, Svitlana
Fukuta, Keisuke
Komura, Daisuke
Ovtcharov, Vlado
Cheng, Shenghua
Zeng, Shaoqun
Thagaard, Jeppe
Dahl, Anders B.
Lin, Huangjing
Chen, Hao
Jacobsson, Ludwig
Hedlund, Martin
Cetin, Melih
Halici, Eren
Jackson, Hunter
Chen, Richard
Both, Fabian
Franke, Jorg
Kusters-Vandevelde, Heidi
Vreuls, Willem
Bult, Peter
van Ginneken, Bram
van der Laak, Jeroen
Litjens, Geert

February 2019

Automated detection of cancer metastases in lymph nodes has the potential to improve the assessment ...

From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge

Bandi, Peter
Geessink, Oscar
Manson, Quirine
van Dijk, Marcory
Balkenhol, Maschenka
Hermsen, Meyke
Bejnordi, Babak Ehteshami
Lee, Byungjae
Paeng, Kyunghyun
Zhong, Aoxiao
Li, Quanzheng
Zanjani, Farhad Ghazvinian
Zinger, Svitlana
Fukuta, Keisuke
Komura, Daisuke
Ovtcharov, Vlado
Cheng, Shenghua
Zeng, Shaoqun
Thagaard, Jeppe
Dahl, Anders B.
Lin, Huangjing
Chen, Hao
Jacobsson, Ludwig
Hedlund, Martin
Cetin, Melih
Halici, Eren
Jackson, Hunter
Chen, Richard
Both, Fabian
Franke, Jorg
Kusters-Vandevelde, Heidi
Vreuls, Willem
Bult, Peter
van Ginneken, Bram
van der Laak, Jeroen
Litjens, Geert

February 2019

Automated detection of cancer metastases in lymph nodes has the potential to improve the assessment ...

1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset

Litjens, G.
Bandi, P.
Ehteshami Bejnordi, B.
Geessink, O.G.F.
Balkenhol, M.C.
Bult, P.
Halilovic, A.
Hermsen, M.
Loo, R.J.M. van de
Vogels, R.J.C.
Manson, Q.F.
Stathonikos, N.
Baidoshvili, A.
Diest, P. van
Wauters, C.C.A.P.
Dijk, M van
Laak, J.A.W.M. van der

January 2018

Contains fulltext : 193420.pdf (publisher's version ) (Open Access)Background: The...

1399 H&E-stained sentinel lymph node sections of breast cancer patients : The CAMELYON dataset

Litjens, Geert
Bandi, Peter
Bejnordi, Babak Ehteshami
Geessink, Oscar
Balkenhol, Maschenka
Bult, Peter
Halilovic, Altuna
Hermsen, Meyke
van de Loo, Rob
Vogels, Rob
Manson, Quirine F.
Stathonikos, Nikolas
Baidoshvili, Alexi
van Diest, Paul
Wauters, Carla
van Dijk, Marcory
van der Laak, Jeroen

June 2018

Background: The presence of lymph node metastases is one of the most important factors in breast can...

Deep Regional Metastases Segmentation for Patient-Level Lymph Node Status Classification

Lu Wang
Tian Song
Takafumi Katayama
Xiantao Jiang
Takashi Shimamoto
Jenq-Shiou Leu

January 2021

Generally, automatic diagnosis of the presence of metastases in lymph nodes has therapeutic implicat...

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

Ehteshami Bejnordi, B.
Veta, Mitko
Diest, Paul Johannes van
Ginneken, B. van
Karssemeijer, N.
Litjens, G.J.S.
Laak, J.A.W.M. van der

January 2017

Contains fulltext : 181251.pdf (publisher's version ) (Closed access

Accurate

October 2016

diagnosis of lymph node metastasis is very important in deciding the optimal treatment ORIGINAL Diag...

Lymph node metastases detection in Whole Slide Images using prototypical patterns and transformer-guided multiple instance learning

Heinlein Lukas
Benz Michaela
Kuritcyn Petr
Bruns Volker
Hartmann Arndt
Keil Felix
Geppert Carol
Evert Katja
Wittenberg Thomas

September 2023

Background: The examination of lymph nodes (LNs) regarding metastases is vital for the staging of ca...

Colorectal cancer: What is the role of lymph node metastases in the progression of colorectal cancer?

Nagtegaal, I.D.
Schmoll, H.J.

January 2017

Contains fulltext : 182266pub.pdf (publisher's version ) (Closed access

Micro-metastases in axillary lymph nodes: an increasing classification and treatment dilemma in breast cancer due to the introduction of the sentinel lymph node procedure

Tjan, H.
Bult, P.
Widt-Levert, L.M. de
Ruers, T.J.M.
Beex, L.V.A.M.

January 2001

Contains fulltext : 144676.pdf (publisher's version ) (Closed access

The value of MR lymphography in the detection of lymph node metastases in patients with prostate cancer.

Hovels, A.M.

January 2008

Contains fulltext : 70634.pdf (publisher's version ) (Open Access)RU Radboud Unive...

DRMS for Patient-Level Lymph Node Status Classification

Wang, Lu
Song, Tian
Katayama, Takafumi
Jiang, Xiantao
Shimamoto, Takashi
Leu, Jenq-Shiou

March 2022

Generally, automatic diagnosis of the presence of metastases in lymph nodes has therapeutic implicat...

Detection of metastatic disease with sentinel lymph node dissection in colorectal carcinoma patients.

Matter, M.
Winckler, M.
Aellen, S.
Bouzourene, H.

January 2007

BACKGROUND: In curative colorectal cancer surgery, radical lymph node dissection is essential for st...

The Clinical Significance and Risk Factors of Solitary Lymph Node Metastasis in Gastric Cancer

Ma Min
Chen Shi
Zhu Bao-yan
Zhao Bai-Wei
Wang Hua-She
Xiang Jun
Wu Xiao-Bin
Lin Yi-Jia
Zhou Zhi-Wei
Peng Jun-Sheng
Chen Ying-Bo

January 2015

To assess the clinical significance and risk factors of solitary lymph node metastasis (SLM) in gast...

Detection of lymph node metastases in oesophageal cancer

Jamieson, G.
Thompson, S.

January 2009

BackgroundThe importance of lymph node status in oesophageal cancer cannot be disputed. It is theref...

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge

Abstract

Extracted data

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge

Abstract

Extracted data

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