Detection and Classification of Cancer from Microscopic Biopsy Images Using Clinically Significant and Biologically Interpretable Features

作者: Rajesh Kumar , Rajeev Srivastava , Subodh Srivastava

DOI: 10.1155/2015/457906

关键词:

摘要: A framework for automated detection and classification of cancer from microscopic biopsy images using clinically significant and biologically interpretable features is proposed and …

参考文章(42)
Juan C. Caicedo, Angel Cruz, Fabio A. Gonzalez, Histopathology Image Classification Using Bag of Features and Kernel Functions artificial intelligence in medicine in europe. pp. 126- 135 ,(2009) , 10.1007/978-3-642-02976-9_17
Muthu Rama Krishnan Mookiah, Ajoy K Ray, Chandan Chakraborty, Pratik Shah, Brownian motion curve-based textural classification and its application in cancer diagnosis. Analytical and Quantitative Cytology and Histology. ,vol. 33, pp. 158- 168 ,(2011)
N. Sinha, A.G. Ramakrishnan, Automation of differential blood count ieee region 10 conference. ,vol. 2, pp. 547- 551 ,(2003) , 10.1109/TENCON.2003.1273221
Lubomir Hadjiiski, Peter Filev, Heang-Ping Chan, Jun Ge, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Computerized Detection and Classification of Malignant and Benign Microcalcifications on Full Field Digital Mammograms Digital Mammography. pp. 336- 342 ,(2008) , 10.1007/978-3-540-70538-3_47
Nikhil R Pal, Sankar K Pal, A review on image segmentation techniques Pattern Recognition. ,vol. 26, pp. 1277- 1294 ,(1993) , 10.1016/0031-3203(93)90135-J
Nikita Orlov, Lior Shamir, Tomasz Macura, Josiah Johnston, D. Mark Eckley, Ilya G. Goldberg, WND-CHARM: Multi-purpose image classification using compound image transforms Pattern Recognition Letters. ,vol. 29, pp. 1684- 1693 ,(2008) , 10.1016/J.PATREC.2008.04.013
Keh-Shih Chuang, Hong-Long Tzeng, Sharon Chen, Jay Wu, Tzong-Jer Chen, Fuzzy c-means clustering with spatial information for image segmentation. Computerized Medical Imaging and Graphics. ,vol. 30, pp. 9- 15 ,(2006) , 10.1016/J.COMPMEDIMAG.2005.10.001
Noël Bonnet, Some trends in microscope image processing Micron. ,vol. 35, pp. 635- 653 ,(2004) , 10.1016/J.MICRON.2004.04.006
Anant Madabhushi, Digital pathology image analysis: opportunities and challenges Imaging in Medicine. ,vol. 1, pp. 7- 10 ,(2009) , 10.2217/IIM.09.9
Subodh Srivastava, Neeraj Sharma, SK Singh, R Srivastava, A combined approach for the enhancement and segmentation of mammograms using modified fuzzy C-means method in wavelet domain. Journal of Medical Physics. ,vol. 39, pp. 169- ,(2014) , 10.4103/0971-6203.139007