International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 142

Research Paper | Electronics & Communication Engineering | India | Volume 4 Issue 2, February 2015


A Handy Diagnostic Tool for Preventive Therapy based on Prior Estimation of Metastasis

Madhura Gangaiah | Divya Patil [2] | Sangeetha D R | Dr. Andhe Pallavi | Dr. Sachin Suresh Jadhav MD | Dr. Jayanthi Thumsi MS


Abstract: In this paper fuzzy arithmetic is used to develop a prediction model for the first site of breast cancer metastasis. Membership functions for the overly expressed protein biomarkers are developed. Three first sites of metastasis i. e. , bone, liver and lung are chosen. A fuzzy relation between these metastases and the protein biomarkers is computed. A neural network is trained with these fuzzy relations to predict the first site of metastasis. The trained network is tested for different combination of proteins for the prediction of metastasis. These fuzzy relations were defuzzified using Lambda cut sets to predict the first site of metastasis. These results were compared to that obtained with the neuro-fuzzy model. The different protein biomarkers chosen were COX2, HER2, ER, PgR, CK5, CK18, GATA3 and E-cadherin.


Keywords: Protein biomarkers, Metastasis, Artificial neural network ANN, Defuzzification


Edition: Volume 4 Issue 2, February 2015,


Pages: 445 - 449

A Handy Diagnostic Tool for Preventive Therapy based on Prior Estimation of Metastasis


How to Cite this Article?

Madhura Gangaiah, Divya Patil, Sangeetha D R, Dr. Andhe Pallavi, Dr. Sachin Suresh Jadhav MD, Dr. Jayanthi Thumsi MS, "A Handy Diagnostic Tool for Preventive Therapy based on Prior Estimation of Metastasis", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB151115, Volume 4 Issue 2, February 2015, 445 - 449, #ijsrnet

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'Artificial neural network ANN'

Downloads: 116

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1301 - 1303

Automatic Number Plate Recognition for use in Different Countries Using Embedded System (Real Time Approach)

Radhika Shrirampant Dangare | G. D. Dalvi [8]

Share this Article

Downloads: 121

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1719 - 1724

Automatic Number Plate Recognition for use in Different Countries using Raspberry pi (Real Time Approach)

Radhika S. Dangare | Prof. G. D. Dalvi [2]

Share this Article


Top