Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

Call For Paper : Vol 11, Issue 03, March 2024

Call for Paper

Vol 11, Issue 03, March 2024

Indexing

Detection and Identification of Head and Neck Cancer Using Hybrid Image Processing Technique

Author : Imran Khan 1 Firoz Khan 2 Nasreen Taj M.B 3 Sandeep Telkar R 4

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Date of Publication :30th September 2020

Abstract: Head and Neck cancers are the most common type of cancer in the world and account for 6% of all tumors. Most of head and neck cancers are squamous cell carcinomas that develop in the upper throat as a result of exposure to risk factors. It usually presents itself in an advanced stage in older men. Cancer can start any place in the body. It starts when cells grow abnormally and crowd out normal cells. This makes it difficult for the body to work the way it should. The medical imaging tools play an important role in the early diagnosis of cancer. Medical imaging has emerged as a non-invasive tool for diagnosis of diseases. So it is important to identify cancer and know its stages in order to determining treatment options that may be tailored to needs. Here we are introducing hybrid image processing technique for noise reduction, segmentation and classification to detect and identify stages of cancer in head and neck.

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    2. Agnes Jacob, P. Mythili, A socio friendly approach to the analysis of emotive speech, International Conference on Communication Technology and System Design 2011, Procedia Engineering 30 (2012) 577 – 583.
    3. Agnes Virlics, Emotions in Economic Decision Making: a Multidisciplinary Approach, Procedia - Social and Behavioral Sciences 92 ( 2013 ) 1011 – 1015.
    4. Alice M. Isen, "An Influence of Positive Affect on Decision Making in Complex Situations: Theoretical Issues With Practical Implications", JOURNAL OF CONSUMER PSYCHOLOGY, 11(2), 75–85, 2001.
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    27. Fredrickson, B. L., Mancuso, R. A., Branigan, C., & Tugade, M. M. (2000). The Undoing Effect of Positive Emotions. Motivation and Emotion, 24(4), 237-258.
    28. Friedman, B.H. (2010). "Feelings and the body: The Jamesian perspective on autonomic specificity of emotion". Biological Psychology 84: 383–393. doi:10.1016/j.biopsycho.2009.10.006.
    29. George Leu, Neville J. Curtis, Hussein Abbass, "Modeling and Evolving Human Behaviors and Emotions in Road Traffic Networks", Procedia - Social and Behavioral Sciences 54 ( 2012 ) 999 – 1009.
    30. Georgeta Pânisoara, Ion Ovidiu Pânisoara, Cristina Marina Sandu, (2015), "Comparative study on emotions analysis in students of psychology by gender", Procedia - Social and Behavioral Sciences 180 ( 2015 ) 1638 – 1642.
    31. Hamm, J., Kohler, C. G., Gur, R. C., Verma, R. (2011). "Automated Facial Action Coding System for dynamic analysis of facial expressions in neuropsychiatric disorders". Journal of Neuroscience Methods 200 (2): 237–256. doi:10.1016/j.jneumeth.2011.06.023. PMC 3402717. PMID 21741407.
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    36. Isabelle Peretz*, Lise Gagnon, Bernard Bouchard, "Music and emotion: perceptual determinants, immediacy and isolation after brain damage", Cognition 68 (1998) 111–141.
    37. J. Martin, R. Niewiadomski, L. Devillers, S. Buisine, and C. Pelachaud, “Multimodal complex emotions: Gesture expressivity and blended facial expressions”, Int. Humanoid Robot., vol. 3, no. 3, pp. 269– 292,2006.
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    39. Joh Muller, Elements of Physiology, Vol II, London, Printed for Taylor and Walton, 1842, referred from free ebookhttps://play.google.com/books/reader?id=_CM 9AAAAYAAJ&printsec=frontcover&output=reader &hl=en&pg=GBS.PR27.
    40. Jon Elster, "Emotions and Economic Theory", Journal of Economic Literature, Vol. 36, Issue1 (Mar. 1998), 47-74.
    41. Joseph LeDoux(2003), The Emotional Brain, Fear, and the Amygdala, Cellular and Molecular Neurobiology, Vol. 23, Nos. 4/5, October 2003.
    42. Junghyun Ahn, Anna Borowiec, Kevan Buckley, Di Cai, Anna Chmiel, Agnieszka Czaplicka, Grzegorz D abrowski, Antonios Garas, David Garcia, Stéphane Gobron, Robert Hillmann, Janusz Holyst, Arvid Kappas, Dennis Küster, Marija Mitrovic, Georgios Paltoglou, Hannes Pirker, Stefan Rank, Frank Schweitzer, Julian Sienkiewicz, Marcin Skowrong, Pawel Sobkowicz, Daniel Thalmann, Mike Thelwall, Mathias Theunis, Matthias Trier, Elena Tsankova, Pawel Weronski, "CYBEREMOTIONS – Collective Emotions in Cyberspace", Procedia Computer Science 7 (2011) 221–222.
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    44. Kleinginna, P. R., Jr. and Kleinginna, A. M.; A categorized list of emotion definitions, with a suggestion for a consensual definition. Motivation and Emotions, 5, 345-379 (1981).
    45. Laura Goran, Gabriel Negoescu, "Emotions at Work. The Management of Emotions in the Act of Teaching", Procedia - Social and Behavioral Sciences 180 ( 2015 ) 1605 – 1611.
    46. MACMURRAY, J. Reason and Emotion, London: Faber & Faber Limited, 1935, p. 26. [52]Mark Devon, The origin of Emotions, Version 1.0, ISBN 1-4196-2745-7, Printed in Charleston, South Carolina, USA.
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    49. Miaomiao Wen, Diyi Yang, Carolyn Penstein Rosé, "Sentiment Analysis in MOOC Discussion Forums: What does it tell us?", Proceedings of the 7th International Conference on Educational Data Mining (EDM 2014). 
    50. Michael Bang Petersen, "Public Opinion and Evolved Heuristics: The Role of Category-Based Inference", Journal of Cognition and Culture 9 (2009) 367–389.
    51. Mihaela Chraif, Mihai Anitei, "Gender differences in measuring positive and negative emotions selfperception among Romanian high school students-a pilot study", Procedia - Social and Behavioral Sciences 76 ( 2013 ) 181 – 185.
    52. N. Sebe, I. Cohen, T. Gevers, and T. Huang, “Emotion recognition based on joint visual and audio cues”, in Proc. Int. Conf. Pattern Recognition,2006, pp. 1136–1139. [59]N.H. Frijda, "The Laws of Emotion.", American Psychologist, 43 (1988) 349-358.
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