Gastro-intestinal image processing and neural network based classification of abnormalities
This project provides computer-based assistance to doctors in the detection of colo-rectal cancer. Three key areas were investigated and new algorithm was developed in the image-processing arena. New parametric features were extracted, and used by the artificial neural networks for status classifica...
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| Format: | Thesis |
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2008
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| Online Access: | http://hdl.handle.net/10356/3861 |
| _version_ | 1811687916724813824 |
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| author | Yap, Chong Jin. |
| author2 | Krishnan, Shankar Muthu |
| author_facet | Krishnan, Shankar Muthu Yap, Chong Jin. |
| author_sort | Yap, Chong Jin. |
| collection | NTU |
| description | This project provides computer-based assistance to doctors in the detection of colo-rectal cancer. Three key areas were investigated and new algorithm was developed in the image-processing arena. New parametric features were extracted, and used by the artificial neural networks for status classification of the colon. |
| first_indexed | 2024-10-01T05:23:55Z |
| format | Thesis |
| id | ntu-10356/3861 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T05:23:55Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/38612023-07-04T15:21:18Z Gastro-intestinal image processing and neural network based classification of abnormalities Yap, Chong Jin. Krishnan, Shankar Muthu School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing This project provides computer-based assistance to doctors in the detection of colo-rectal cancer. Three key areas were investigated and new algorithm was developed in the image-processing arena. New parametric features were extracted, and used by the artificial neural networks for status classification of the colon. Master of Engineering 2008-09-17T09:39:14Z 2008-09-17T09:39:14Z 2001 2001 Thesis http://hdl.handle.net/10356/3861 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing Yap, Chong Jin. Gastro-intestinal image processing and neural network based classification of abnormalities |
| title | Gastro-intestinal image processing and neural network based classification of abnormalities |
| title_full | Gastro-intestinal image processing and neural network based classification of abnormalities |
| title_fullStr | Gastro-intestinal image processing and neural network based classification of abnormalities |
| title_full_unstemmed | Gastro-intestinal image processing and neural network based classification of abnormalities |
| title_short | Gastro-intestinal image processing and neural network based classification of abnormalities |
| title_sort | gastro intestinal image processing and neural network based classification of abnormalities |
| topic | DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Medical electronics DRNTU::Engineering::Electrical and electronic engineering::Electronic systems::Signal processing |
| url | http://hdl.handle.net/10356/3861 |
| work_keys_str_mv | AT yapchongjin gastrointestinalimageprocessingandneuralnetworkbasedclassificationofabnormalities |