Sökning: WFRF:(Bartoszek Krzysztof 1984 ) >
Neural Network Brea...
Neural Network Breast Cancer Relapse Time Prognosis
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- Bartoszek, Krzysztof, 1984- (författare)
- Gdansk University of Technology
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- Izydorek, Bartosz (författare)
- Gdansk University of Technology
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- Ratajczak, Tadeusz (författare)
- Gdansk University of Technology, Poland
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- Skokowski, Jaroslaw (författare)
- Medical University of Gdansk, Poland
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- Szwaracki, Karol (författare)
- Gdansk University of Technology, Poland
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- Tomczak, Wiktor (författare)
- Gdansk University of Technology, Poland
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(creator_code:org_t)
- 2006
- 2006
- Engelska.
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Ingår i: ASO Summer School 2006 Abstract Book. ; , s. 8-10, s. 8-10
- Relaterad länk:
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https://urn.kb.se/re...
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- This paper is a result of a project at the Faculty of Electronics, Telecommunication and Computer Science (Technical University of Gdansk). The aim of the project was to create a neural network to predict the relapsetime of breast cancer. The neural network was to be trained on data collected over the past 20 years by dr. Jarosław Skokowski. The data includes 439 patient records described by about 40 parameters. For our neuralnetwork we only considered 6 medically most significant parameters the number of nodes showing evidence of cancer, size of tumour (in mm.), age, bloom score, estrogen receptors and proestrogen receptors and the relapsetime as the outcome. Our neural network was created in the MATLAB environment.
Ämnesord
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Cancer och onkologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Cancer and Oncology (hsv//eng)
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
Publikations- och innehållstyp
- vet (ämneskategori)
- kon (ämneskategori)