Machine learning methods applied to audit of surgical outcomes after treatment for cancer of the head and neck

British Journal of Oral and Maxillofacial Surgery ◽

10.1016/j.bjoms.2019.05.026 ◽

2019 ◽

Vol 57 (8) ◽

pp. 771-777 ◽

Author(s):

D. Tighe ◽

T. Lewis-Morris ◽

A. Freitas

Keyword(s):

Machine Learning ◽

Head And Neck ◽

Surgical Outcomes ◽

Learning Methods ◽

Machine Learning Methods

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Normal tissue complication probability (NTCP) modelling using spatial dose metrics and machine learning methods for severe acute oral mucositis resulting from head and neck radiotherapy

Radiotherapy and Oncology ◽

10.1016/j.radonc.2016.05.015 ◽

2016 ◽

Vol 120 (1) ◽

pp. 21-27 ◽

Author(s):

Jamie A. Dean ◽

Kee H. Wong ◽

Liam C. Welsh ◽

Ann-Britt Jones ◽

Ulrike Schick ◽

...

Keyword(s):

Machine Learning ◽

Head And Neck ◽

Oral Mucositis ◽

Normal Tissue ◽

Normal Tissue Complication Probability ◽

Learning Methods ◽

Machine Learning Methods ◽

Dose Metrics ◽

Head And Neck Radiotherapy ◽

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Outcome prediction in head and neck cancer patients using machine learning methods

10.17077/etd.wr7nz268 ◽

2014 ◽

Author(s):

David John Dellsperger

Keyword(s):

Machine Learning ◽

Head And Neck Cancer ◽

Head And Neck ◽

Cancer Patients ◽

Neck Cancer ◽

Outcome Prediction ◽

Learning Methods ◽

Machine Learning Methods

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Machine Learning Methods Uncover Radio-Morphologic Dose Patterns in Salivary Glands That Predict Xerostomia in Head and Neck Cancer Patients

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2018.07.125 ◽

2018 ◽

Vol 102 (3) ◽

pp. S212 ◽

Author(s):

T.R. McNutt ◽

W. Jiang ◽

P. Lakshminarayanan ◽

Z. Cheng ◽

M.R. Bowers ◽

...

Keyword(s):

Machine Learning ◽

Head And Neck Cancer ◽

Head And Neck ◽

Salivary Glands ◽

Cancer Patients ◽

Neck Cancer ◽

Learning Methods ◽

Machine Learning Methods

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Machine learning methods applied to audit of surgical margins after curative surgery for head and neck cancer

British Journal of Oral and Maxillofacial Surgery ◽

10.1016/j.bjoms.2020.08.041 ◽

2020 ◽

Author(s):

D. Tighe ◽

F. Fabris ◽

A. Freitas

Keyword(s):

Machine Learning ◽

Head And Neck Cancer ◽

Head And Neck ◽

Neck Cancer ◽

Surgical Margins ◽

Curative Surgery ◽

Learning Methods ◽

Machine Learning Methods

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Machine Learning Methods Uncover Radiomorphologic Dose Patterns in Salivary Glands that Predict Xerostomia in Patients with Head and Neck Cancer

Advances in Radiation Oncology ◽

10.1016/j.adro.2018.11.008 ◽

2019 ◽

Vol 4 (2) ◽

pp. 401-412 ◽

Author(s):

Wei Jiang ◽

Pranav Lakshminarayanan ◽

Xuan Hui ◽

Peijin Han ◽

Zhi Cheng ◽

...

Keyword(s):

Machine Learning ◽

Head And Neck Cancer ◽

Head And Neck ◽

Salivary Glands ◽

Neck Cancer ◽

Learning Methods ◽

Machine Learning Methods

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Advanced Interpretable Machine Learning Methods for Clinical NGS Big Data of Complex Hereditary Diseases

10.3389/978-2-88966-274-6 ◽

2020 ◽

Keyword(s):

Machine Learning ◽

Big Data ◽

Hereditary Diseases ◽

Learning Methods ◽

Machine Learning Methods ◽

Interpretable Machine Learning

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Application of machine learning methods for automatic interpretation of open hole logging data

Neftyanoe khozyaystvo - Oil Industry ◽

10.24887/0028-2448-2020-11-44-47 ◽

2020 ◽

pp. 44-47

Author(s):

M.A. Basyrov ◽

◽

A.V. Akinshin ◽

I.R. Makhmutov ◽

Yu.D. Kantemirov ◽

...

Keyword(s):

Machine Learning ◽

Learning Methods ◽

Machine Learning Methods ◽

Automatic Interpretation ◽

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TESTING PREDICTION ACCURACY OF HDU ADMISSION FOLLOWING HIGH GRADE SEROUS ADVANCED OVARIAN CANCER CYTOREDUCTIVE SURGERY USING MACHINE LEARNING METHODS.

10.26226/morressier.5fa3ee5d55b1fd4cc4dd93d7 ◽

2020 ◽

Author(s):

Alexandros Laios ◽

Angelika Kaufmann ◽

Mohamed Otify ◽

Diederick De Jong ◽

Tim Broadhead ◽

...

Keyword(s):

Machine Learning ◽

Ovarian Cancer ◽

Cytoreductive Surgery ◽

Prediction Accuracy ◽

Advanced Ovarian Cancer ◽

Learning Methods ◽

Machine Learning Methods

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Evolution of Machine Learning Methods for Memography Classification

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v6i3.499502 ◽

2018 ◽

Vol 6 (3) ◽

pp. 499-502

Author(s):

R. Swathi ◽

◽

R. Seshadri ◽

Keyword(s):

Machine Learning ◽

Learning Methods ◽

Machine Learning Methods

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FORECASTING THREATS AND CHOOSING THE OPTIMAL STRATEGY FOR ENSURING ECONOMIC SECURITY USING MACHINE LEARNING METHODS

Scientific Review Series 1 Economics and Law ◽

10.26653/2076-4650-2019-6-09 ◽

2019 ◽

pp. 115-123

Author(s):

Evgeniy A. Voronin ◽

◽

Igor V. Yushin ◽

Keyword(s):

Machine Learning ◽

Optimal Strategy ◽

Economic Security ◽

Learning Methods ◽

Machine Learning Methods

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