@incollection{, AFA2945529900491D19604F827F12ECF , author={{P.R.Tamilselvi} and {Dr.P.Thangaraj} and {Kongu Engineering College}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}11224351 } @book{b0, , title={{Segmentation of Calculi from Ultrasound Kidney Images by Region Indictor with Contour Segmentation Method accuracy, 95.60% sensitivity and 99.98 % specificity values}} } @incollection{b1, , title={{A 3D Ultrasound Renal Calculi Fragmentation Image Analysis System for Extracorporeal Shock Wave Lithotripsy}} , author={{ IoannisManousakas } and { Chih-ChingLai } and { Wan-YiChang }} , journal={{Communication, Control and Automation}} 1 , year={2010} , note={International Symposium on Computer} } @incollection{b2, , title={{Morphology, Particle Size Distribution, Aggregation, and Crystal Phase of Nanocrystallites in the Urine of Healthy Persons and Lithogenic Patients}} , author={{ Jie-YuHe } and { Sui-PingDeng } and { Jian-MingOuyang }} , journal={{IEEE Transactions On Nanobioscience}} 9 2 , year={June 2010} } @incollection{b3, , title={{Segmentation of Kidney From Ultrasound Images Based on Texture and Shape Priors}} , author={{ JunXie } and { YifengJiang } and { Hung-TatTsui }} , journal={{IEEE Transactions On Medical Imaging}} 24 1 , year={January 2005} } @incollection{b4, , title={{Medical Image Segmentation Using Genetic Algorithms}} , author={{ UjjwalMaulik }} , journal={{IEEE Transactions On Information Technology In Biomedicine}} 13 2 , year={March 2009} } @incollection{b5, , title={{Comparison and Validation of High Frequency Ultrasound Detection Techniques in a Mouse Model for Renal Tumors}} , author={{ ErwanJouannot } and { Jean-PaulDuong-Van-Huyen } and { KhalilBourahla } and { PascalLaugier } and { MartineLelievre-Pegorier } and { LoriBridal }} , booktitle={{Proceedings of IEEE International Ultrasonics Symposium}} IEEE International Ultrasonics Symposium , year={2004} 1 } @incollection{b6, , title={{A Multiresolution Image Segmentation Technique Based on Pyramidal Segmentation and Fuzzy Clustering}} , author={{ PieterM JMahmoud Ramze Rezaee } and { Van Der Zwet } and { PFBoudewijn } and { RobJLelieveldt } and { JohanH CVan Der Geest } and { Reiber }} , journal={{IEEE Transactions On Image Processing}} 9 7 , year={July 2000} , note={REFERENCES REFERENCIAS} } @incollection{b7, , title={{Ultrasound Image Segmentation: A Survey}} , author={{ AlisonNoble } and { DjamalBoukerroui }} , journal={{IEEE Transactions on Medical Imaging}} 25 8 , year={August 2006} } @incollection{b8, , title={{Identification of Content Descriptive Parameters for Classification of Renal Calculi}} , author={{ RSaurin } and { Shah } and { DManhar } and { LalitDesai } and { Panchal }} , journal={{International Journal of Signal and Image Processing}} 1 4 } @incollection{b9, , title={{Speckle Reduction in Ultrasound Images of Atherosclerotic Carotid Plaque}} , author={{ CPLoizou } and { CChristodoulou } and { CSPattischis } and { RS HIstepanian } and { MPantziaris } and { ANicolaides }} , booktitle={{Proceedings of IEEE International Conference on Digital Signal Processing}} , editor={ .C PLoizou CSPattischis RS HIstepanian MPantziaris TTyllis ANicolaides } IEEE International Conference on Digital Signal ProcessingSantorini, Greece , year={2002. 2004} 2 , note={Proceedings of IEEE Mediterranean Electro technical Conference} } @incollection{b10, , title={{A General Segmentation Scheme for Contouring Kidney Region in Ultrasound Kidney Images using Improved Higher Order Spline Interpolation}} , author={{ Bommanna Raja } and { ThyagarajahMadheswaran }} , journal={{International Journal of Biological and Life Sciences}} 2 2 , year={2006} } @incollection{b11, , title={{A Comparison of Two Algorithms for Automated Stone Detection in Clinical B-Mode Ultrasound Images Of the Abdomen}} , author={{ AbhinavGupta } and { BhuvanGosain } and { SunandaKaushal }} , journal={{Maejo International Journal of Science and Technology}} , editor={13. Ratha Jeyalakshmi and Ramar Kadarkarai} 24 3 , year={2010. 2010} , note={Journal of Clinical Monitoring and Computing} } @incollection{b12, , title={{Texture pattern analysis of kidney tissues for disorder identification and classification using dominant Gabor wavelet}} , author={{ KBommanna Raja } and { ?MMadheswaran } and { KThyagarajah }} , journal={{Journal Machine Vision and Applications}} 21 3 , year={2010} } @incollection{b13, , title={{Use of acoustic scattering to monitor kidney stone fragmentation during shock wave lithotripsy}} , author={{ NeilROwen } and { OlegASapozhnikov } and { MichaelRBailey } and { LeonidTrusov } and { LawrenceACrum }} , booktitle={{Proceedings of IEEE International Ultrasonics Symposium}} IEEE International Ultrasonics SymposiumVancouver, Canada , year={2006} } @incollection{b14, , title={{Ultrasound Image Analysis for Renal Stone Tracking During Extracorporeal Shock Wave Lithotripsy}} , author={{ IoannisManousakas } and { Yong-RenPu } and { Chien-ChenChang } and { Shen-MinLiang }} , booktitle={{Proceedings of IEEE EMBS Annual International Conference}} IEEE EMBS Annual International ConferenceNew York City, USA , year={2006} } @incollection{b15, , title={{Identification of Kidney Stone Fragmentation in Shock Wave Lithotripsy}} , author={{ NeilROwen } and { MichaelRBailey } and { LawrenceACrum } and { OlegASapozhnikov }} , booktitle={{Proceedings of IEEE Ultrasonics Symposium}} IEEE Ultrasonics SymposiumNew York, NY , year={2007} } @incollection{b16, , title={{Computer Aided Diagnosis System for Stone Detection and Early Detection of Kidney Stones}} , author={{ ThangarajTamilselvi }} , journal={{Journal of Computer Science}} 7 2 , year={2011} } @incollection{b17, , title={{An Efficient Segmentation of Calculi from US Renal Calculi Images Using ANFIS System}} , author={{ PRTamilselvi } and { PThangaraj }} , journal={{European Journal of Scientific Research}} 55 2 , year={2011. 2010 20} } @incollection{b18, , title={{Evolving Limitations in K-Means Algorithm in Data Mining and their Removal}} , author={{ KeharSingh } and { DimpleMalik } and { NaveenSharma }} , journal={{International Journal of Computational Engineering & Management}} 12 , year={2011} }