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A Medical Images Based Retrieval System Using Soft Computing Techniques

Pardeep Singh, Sanjay Sharma
2010 Zenodo  
In several articles, content based access to medical images for supporting clinical decision making has been proposed that would ease the management of clinical data and scenarios for the integration of  ...  This paper gives an overview of soft computing techniques. New research directions are being defined that can prove to be useful.  ...  FUTURE OF SOFT COMPUTING FOR CBMIR We have outlined some applications of soft computing agent.  ... 
doi:10.5281/zenodo.1079569 fatcat:7xldz4bul5dsfeysevvyoenm3e

Soft Computing Based Retrieval System For Medical Applications

Pardeep Singh, Sanjay Sharma
2010 Zenodo  
This paper explain the latest soft computing techniques and some of the adaptive techniques encompasses an extensive group of methods that have been applied in the medical domain and that are used for  ...  These approaches pave the way for new and interesting avenues of research in medical imaging and represent an important challenge for researchers.  ...  FUTURE OF SOFT COMPUTING FOR CBMIR We have outlined some applications of soft computing agent.  ... 
doi:10.5281/zenodo.1079811 fatcat:z7s6iyxuorgsbbiyxmt4gfywia

A Framework for Medical Images Classification Using Soft Set

Saima Anwar Lashari, Rosziati Ibrahim
2013 Procedia Technology - Elsevier  
For these several medical imaging modalities and applications based on data mining techniques have been proposed and developed.  ...  Thus, the primary objective of medical images classification is not only to achieve good accuracy but to understand which parts of anatomy are affected by the disease to help clinicians in early diagnosis  ...  Acknowledgements The authors would like to thank Ministry of Higher Education (MOHE) and Universiti Tun Hussein Onn Malaysia (UTHM) for supporting this research under the Fundamental Research Grant Scheme  ... 
doi:10.1016/j.protcy.2013.12.227 fatcat:opxhly23ivdzjksqk7gylnde3q

Performance Analysis of Fuzzy Competitive Learning Algorithms for MR Image Segmentation

O. MemaDevi, Shahin Ara Begum
2013 International Journal of Computer Applications  
Neuro-fuzzy approach have attracted considerable attention in the computational intelligence and segmentation algorithms have been increasingly in developed in improving the accuracy of medical diagnosis  ...  , fuzzy KCL (FKCL), fuzzy soft KCL (FSKCL)) and the learning vector quantization (LVQ)-based algorithms (LVQ, fuzzy LVQ (FLVQ), fuzzy soft LVQ (FSLVQ)) for MR image segmentation is presented.  ...  CPU time, value of the objective function and the applicability of the algorithm to the real life application domain.  for all i = 1, 2, 3… N.  ... 
doi:10.5120/12384-8736 fatcat:5psj2s5iwfc3pb564tlsmy4c4i

A Systematic Review of Real-Time Medical Simulations with Soft-Tissue Deformation: Computational Approaches, Interaction Devices, System Architectures, and Clinical Validations

Tan-Nhu Nguyen, Marie-Christine Ho Ba Tho, Tien-Tuan Dao
2020 Applied Bionics and Biomechanics  
By clearly analysing advantages and drawbacks in each system development aspect, this review can be used as a reference guideline for developing systems of soft-tissue simulations.  ...  However, literature lacks of a holistic review of all necessary aspects (computational approaches, interaction devices, system architectures, and clinical validations) for developing an effective system  ...  Acknowledgments This work was carried out and funded in the framework of the Labex MS2T.  ... 
doi:10.1155/2020/5039329 pmid:32148560 pmcid:PMC7053477 fatcat:onymbdiovrb7df5h77xbrrd45q

Attempt of adaptive neuro-fuzzy inference system(ANFIS)for ultrasonographic diagnosis

Takemasa Tanaka, Shigenobu Kanda
2000 International journal of biomedical soft computing and human sciences  
The authors wilI apply ANFIS for various types ofcomputer-aided diagnosis in the future.  ...  Purpose The purpose of this study is to attempt ANFIS to our developmental computer-aided diagnostic system and to evaluate its applicability and validity for the construction of a diagnostic  ...  In addition, the application programs for ANFIS haye become available on personal computers recently.  ... 
doi:10.24466/ijbschs.6.1_69 fatcat:l5rlxh3xzfcehnc3khgnaymbca

First results and future developments of the MIBISOC Project in the IBISlab of the university of parma

Stefano Cagnoni, Oscar Cordón, Pablo Mesejo, Youssef S.G. Nashed, Roberto Ugolotti
2012 Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion - GECCO Companion '12  
In this paper, we describe the work which is being developed in the IBISlab, as well as its future developments and main objectives, within the framework of this ITN.  ...  MIBISOC is a training programme in which sixteen Early-Stage Researchers (ESRs) are exposed to a wide variety of Soft Computing (SC) and Bio-Inspired Computing (BC) techniques, and face the challenge of  ...  Although originally developed for computer vision applications to natural scenes and computer graphics problems, the potential of deformable models in medical image analysis has already been proven [22  ... 
doi:10.1145/2330784.2330865 dblp:conf/gecco/CagnoniCMNU12 fatcat:rp3xgwwqyrafxn5myot2qo5jnq

Recent development on computer aided tissue engineering — a review

Wei Sun, Pallavi Lal
2002 Computer Methods and Programs in Biomedicine  
The utilization of computer-aided technologies in tissue engineering has evolved in the development of a new field of computer-aided tissue engineering (CATE).  ...  This article reviews recent development and application of enabling computer technology, imaging technology, computer-aided design and computer-aided manufacturing (CAD and CAM), and rapid prototyping  ...  Medical 6alidation Validation of soft tissue deformation is a crucial step in the development of soft tissue modeling in medical simulators.  ... 
doi:10.1016/s0169-2607(01)00116-x pmid:11809316 fatcat:p7ksftzq7jfpxfmpcoq7vf4pwu

PoLAR: A Portable Library for Augmented Reality

Pierre-Jean Petitprez, Erwan Kerrien, Pierre-Frederic Villard
2016 2016 IEEE International Symposium on Mixed and Augmented Reality (ISMAR-Adjunct)  
Our aim is to provide computer vision specialists' with tools to facilitate AR application development by providing easy and state of the art access to GUI creation, visualization and hardware management  ...  Features include 2D and 3D objects visualization and interaction, camera flow and image manipulation, and soft-body deformation.  ...  ACKNOWLEDGEMENTS PoLAR was funded by an Inria Tecnhnology Development Action grant (2014-2016).  ... 
doi:10.1109/ismar-adjunct.2016.0081 dblp:conf/ismar/PetitprezKV16 fatcat:6erlaafeu5gqnaqvfmiwyfq7mu

Soft-Computing: A Fundamental Approach in Analyzing Big Data

Ejiofor C. I, Mgbeafuluike .I .J
2018 International Journal Of Engineering And Computer Science  
This research paper has designed a novel model: soft-computing model in analyzing big data. It focuses on voluminous data while addressing data velocity.  ...  The enhancement of data volume is handled using data filters while data velocity is handled using predictor. Unified Modeling Language (UML) portrays the behavioral functionalities of the model.  ...  UML Sequence diagram showcase the integral model functionalities, exposing th exchange of message between model objects. Figure 4 .1 portray the Soft-Computing for Big Data Analysis (SC-BDA).  ... 
doi:10.18535/ijecs/v7i2.01 fatcat:2g2znedihjezdps73kn7rhirj4

Enhancing Product Development through CT Images, Computer-Aided Design and Rapid Manufacturing: Present Capabilities, Main Applications and Challenges [chapter]

Andrs Daz, Pilar Lafont
2011 Theory and Applications of CT Imaging and Analysis  
Case studies: CT applications in product development This section provides a couple of case studies, linked to the development of several prosthetic devices, regarding the use of computed tomography for  ...  -From the search in the chosen field for new applications, functions, principles of functionality, geometries, materials, energy management methods and other alternatives, a set of product ideas can be  ... 
doi:10.5772/14134 fatcat:atjxwaayz5eydjlsx3yo5cy5ze

Several New Metrics for Evaluation of Expert Systems Based on Service-Oriented Architecture

Ali Nayebpour, Hassan Rashidi
2013 International Journal of Electrical and Computer Engineering (IJECE)  
The main purpose of this paper is to survey service-oriented architecture to provide solutions for using this style in order to eliminate the short comings and optimize services in expert systems.  ...  Modern expert systems have some limitations such as vulnerabilities, the unity of solution strategy, development problems, repair and maintenance.  ...  Qualities of medical expert systems in combination with SOA and the notion of soft bus suggest a new architecture of medical expert system which applies a new definition for medical expert system architecture  ... 
doi:10.11591/ijece.v3i5.4032 fatcat:adujrtobrfenzhm7cevx66uunq

Effective Analysis of Lung Infection using Fuzzy Rules

Navneet Walia, Harsukhpreet Singh, Anurag Sharma
2016 IAES International Journal of Artificial Intelligence (IJ-AI)  
Nowadays different types of soft computing techniques such as neural network, fuzzy logic, genetic algorithm and hybrid system are largely used in medical areas.  ...  Nowadays different types of soft computing techniques such as neural network, fuzzy logic, genetic algorithm and hybrid system are largely used in medical areas.  ...  Harsukhpreet Singh, CT Institute of Technology and Research, Jalandhar for guiding throughout the current research work.  ... 
doi:10.11591/ijai.v5.i2.pp55-63 fatcat:apizfyny7rbbxnifusejrqgine

Soft case-based reasoning

2005 Knowledge engineering review (Print)  
We will describe how soft computing has been used in case representation, retrieval, adaptation, reuse, and case-base maintenance, and then present a brief summary of six CBR applications that use soft  ...  The aim of this commentary is to discuss the contribution of soft computing-a consortium of fuzzy logic, neural network theory, evolutionary computing, and probabilistic reasoning-to the development of  ...  Soft computing techniques can be useful in most, if not all, of the CBR cycle.  ... 
doi:10.1017/s0269888906000579 fatcat:gypxjbzvqbekvigpjqnlsn6zfu

Super-sensing through industrial process tomography

Manuchehr Soleimani
2016 Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences  
This presents some difficulty when computing the image reconstruction algorithm for soft-field tomography.  ...  The field of research is in a transition period of going from a tool for R&D engineers to a monitoring tool for the production line.  ...  I received no funding for this paper.  ... 
doi:10.1098/rsta.2015.0445 pmid:27185965 pmcid:PMC4874385 fatcat:4vyk7ryqr5gtfl6ilap5ii2vzi
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