Risk of lymph node metastases in endometrioid uterine cancer patients: A decision tree algorithm using machine learning

Gynecologic Oncology ◽

10.1016/j.ygyno.2020.05.603 ◽

2020 ◽

Vol 159 ◽

pp. 330-331

Author(s):

J.K. Chan ◽

D.P. Mysona ◽

D.A. Klein ◽

J.E. Chan ◽

D.S. Kapp ◽

...

Keyword(s):

Machine Learning ◽

Decision Tree ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Uterine Cancer ◽

Decision Tree Algorithm ◽

Tree Algorithm ◽

Node Metastases

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A decision tree algorithm using machine learning to predict for 90-day postoperative mortality in stage IV ovarian cancer patients

Gynecologic Oncology ◽

10.1016/j.ygyno.2020.05.209 ◽

2020 ◽

Vol 159 ◽

pp. 150

Author(s):

J.K. Chan ◽

D.P. Mysona ◽

D.A. Klein ◽

J.E. Chan ◽

D.S. Kapp ◽

...

Keyword(s):

Machine Learning ◽

Ovarian Cancer ◽

Decision Tree ◽

Cancer Patients ◽

Postoperative Mortality ◽

Stage Iv ◽

Decision Tree Algorithm ◽

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Prognostic factors and treatment outcome after radiotherapy in cervical cancer patients with isolated para-aortic lymph node metastases

Journal of Gynecologic Oncology ◽

10.3802/jgo.2013.24.3.229 ◽

2013 ◽

Vol 24 (3) ◽

pp. 229 ◽

Author(s):

Hyunsoo Jang ◽

Mison Chun ◽

Oyeon Cho ◽

Jae Sung Heo ◽

Hee-Sug Ryu ◽

...

Keyword(s):

Cervical Cancer ◽

Treatment Outcome ◽

Prognostic Factors ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Aortic Lymph Node ◽

Node Metastases

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Predictors for extensive nodal involvement in breast cancer patients with axillary lymph node metastases

10.1016/j.breast.2016.02.006 ◽

2016 ◽

Vol 27 ◽

pp. 175-181 ◽

Author(s):

N.C. Verheuvel ◽

H.W.A. Ooms ◽

V.C.G. Tjan-Heijnen ◽

R.M.H. Roumen ◽

A.C. Voogd

Keyword(s):

Breast Cancer ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Axillary Lymph Node ◽

Axillary Lymph ◽

Breast Cancer Patients ◽

Nodal Involvement ◽

Axillary Lymph Node Metastases ◽

Node Metastases

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Differentially expressed genes between primary cancer and paired lymph node metastases predict clinical outcome of node-positive breast cancer patients

Breast Cancer Research and Treatment ◽

10.1007/s10549-007-9512-0 ◽

2007 ◽

Vol 103 (1) ◽

pp. 125-127 ◽

Author(s):

Yumei Feng ◽

Baocun Sun ◽

Xiaoqing Li ◽

Liang Zhang ◽

Yun Niu ◽

...

Keyword(s):

Breast Cancer ◽

Clinical Outcome ◽

Cancer Patients ◽

Differentially Expressed Genes ◽

Lymph Node Metastases ◽

Primary Cancer ◽

Breast Cancer Patients ◽

Node Metastases ◽

Positive Breast Cancer

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A randomized trial of adjuvant chemotherapy after radical hysterectomy in stage Ib-IIa cervical cancer patients with pelvic lymph node metastases☆

Gynecologic Oncology ◽

10.1016/0090-8258(92)90251-d ◽

1992 ◽

Vol 46 (2) ◽

pp. 176-181 ◽

Author(s):

M.H.N. Tattersall ◽

Corazon Ramirez ◽

Malcolm Coppleson

Keyword(s):

Cervical Cancer ◽

Adjuvant Chemotherapy ◽

Randomized Trial ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Radical Hysterectomy ◽

Pelvic Lymph Node ◽

Stage Ib ◽

Node Metastases

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Non-Sentinel Lymph Node Metastases in Breast Cancer Patients with a Positive Sentinel Lymph Node: Validation of Five Nomograms and Development of a New Predictive Model

Tumori Journal ◽

10.1177/030089161109700612 ◽

2011 ◽

Vol 97 (6) ◽

pp. 749-755 ◽

Author(s):

Augusto Lombardi ◽

Stefano Maggi ◽

Marzia Lo Russo ◽

Francesco Scopinaro ◽

Domenica Di Stefano ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Predictive Model ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Positive Sentinel Lymph Node ◽

Breast Cancer Patients ◽

Node Metastases

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Nomograms for predicting the likelihood of non-sentinel lymph node metastases in breast cancer patients with a positive sentinel node biopsy

Medicine ◽

10.1097/md.0000000000018522 ◽

2019 ◽

Vol 98 (52) ◽

pp. e18522

Author(s):

Lihua Zheng ◽

Feng Liu ◽

Shuo Zhang ◽

Yaheng Zhao ◽

Yunjiang Liu

Keyword(s):

Breast Cancer ◽

Sentinel Lymph Node ◽

Sentinel Node ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Positive Sentinel Node ◽

Breast Cancer Patients ◽

Node Biopsy ◽

Node Metastases

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Prognostic factors of breast cancer patients with 1 to 3 lymph node metastases after adjuvant chemotherapy

European Journal of Cancer ◽

10.1016/s0959-8049(01)81159-x ◽

2001 ◽

Vol 37 ◽

pp. S183 ◽

Author(s):

Y. Lin ◽

S. Chen ◽

H. Chang ◽

S. Hsueh ◽

T. Hwang

Keyword(s):

Breast Cancer ◽

Prognostic Factors ◽

Adjuvant Chemotherapy ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Breast Cancer Patients ◽

Node Metastases

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Additional value of MR/PET fusion compared with PET/CT in the detection of lymph node metastases in cervical cancer patients

European Journal of Cancer ◽

10.1016/j.ejca.2009.04.006 ◽

2009 ◽

Vol 45 (12) ◽

pp. 2103-2109 ◽

Author(s):

Seok-Ki Kim ◽

Hyuck Jae Choi ◽

Sang-Yoon Park ◽

Ho-Young Lee ◽

Sang-Soo Seo ◽

...

Keyword(s):

Cervical Cancer ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Pet Ct ◽

Node Metastases ◽

Additional Value

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Validation of nomograms to predict the risk of non-sentinels lymph node metastases in North African Tunisian breast cancer patients with sentinel node involvement

10.1016/j.breast.2010.07.006 ◽

2011 ◽

Vol 20 (1) ◽

pp. 26-30 ◽

Author(s):

Samir Hidar ◽

Imed Harrabi ◽

Lassad Benregaya ◽

Ridha Fatnassi ◽

Abdejlil Khelifi ◽

...

Keyword(s):

Breast Cancer ◽

Sentinel Node ◽

Cancer Patients ◽

Lymph Node Metastases ◽

Breast Cancer Patients ◽

North African ◽

Node Involvement ◽

Node Metastases

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