Medical Biometrics: First International Conference, ICMB 2008, Hong Kong, China, January 4-5, 2008. Proceedings PDF
Preview Medical Biometrics: First International Conference, ICMB 2008, Hong Kong, China, January 4-5, 2008. Proceedings
Lecture Notes in Computer Science 4901 CommencedPublicationin1973 FoundingandFormerSeriesEditors: GerhardGoos,JurisHartmanis,andJanvanLeeuwen EditorialBoard DavidHutchison LancasterUniversity,UK TakeoKanade CarnegieMellonUniversity,Pittsburgh,PA,USA JosefKittler UniversityofSurrey,Guildford,UK JonM.Kleinberg CornellUniversity,Ithaca,NY,USA FriedemannMattern ETHZurich,Switzerland JohnC.Mitchell StanfordUniversity,CA,USA MoniNaor WeizmannInstituteofScience,Rehovot,Israel OscarNierstrasz UniversityofBern,Switzerland C.PanduRangan IndianInstituteofTechnology,Madras,India BernhardSteffen UniversityofDortmund,Germany MadhuSudan MassachusettsInstituteofTechnology,MA,USA DemetriTerzopoulos UniversityofCalifornia,LosAngeles,CA,USA DougTygar UniversityofCalifornia,Berkeley,CA,USA MosheY.Vardi RiceUniversity,Houston,TX,USA GerhardWeikum Max-PlanckInstituteofComputerScience,Saarbruecken,Germany David Zhang (Ed.) Medical Biometrics First International Conference, ICMB 2008 Hong Kong, China, January 4-5, 2008 Proceedings 1 3 VolumeEditor DavidZhang TheHongKongPolytechnicUniversity DepartmentofComputing HungHom,Kowloon,HongKong E-mail:[email protected] LibraryofCongressControlNumber:2007941380 CRSubjectClassification(1998):I.4,I.5,I.3,I.2.10,I.2.1,J.3 LNCSSublibrary:SL6–ImageProcessing,ComputerVision,PatternRecognition, andGraphics ISSN 0302-9743 ISBN-10 3-540-77410-6SpringerBerlinHeidelbergNewYork ISBN-13 978-3-540-77410-5SpringerBerlinHeidelbergNewYork Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. SpringerisapartofSpringerScience+BusinessMedia springer.com ©Springer-VerlagBerlinHeidelberg2007 PrintedinGermany Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SPIN:12208487 06/3180 543210 Preface The past decade has seen a rapid growth in the demand for the usage of behavioral and physiological characteristics of humans for e-security and forensics applications. The significant advances in the biometrics techniques are increasingly incorporated in a number of other applications. In this context, medicine has emerged as the largest and most promising area. Medical biometrics primarily refers to the usage of behav- ioral and physiological characteristics of humans for medical diagnosis and body care. Thus the goal of medical biometrics is to explore solutions to the open problems in medicine using biometric measurements, technologies and systems. The International Conference on Medical Biometrics (ICMB 2008) was the first major gathering in the world devoted to facilitating this interaction. We are pleased that this conference attracted a large number of high-quality research papers that will benefit international medical biometrics research. After a careful review process, 40 papers were accepted either for oral (17) or poster (23) presentations. In addition to these technical presentations, this conference also held a workshop on Computerized Traditional Chi- nese Medicine. Our efforts are focused to generating awareness among researchers, organizing researchers to foster research in this area, and providing a common platform for discussion and investigation. This conference provided a forum for discussing practi- cal experiences in applying the state-of-the-art biometric tecnologies for medical diagno- sis and body care, which will further stimulate research in medical biometrics. We are grateful to Max A. Viergever, Heinz-Otto Peitgen, and Tadashi Watsuji for accepting our invitation to give keynote talks at ICMB 2008. In addition, we would like to express our gratitude to all the contributors, reviewers, Program Committee and Organizing Committee members who made this a very successful conference. We also wish to acknowledge the International Association of Pattern Recognition (IAPR), IEEE Computational Intelligence Society (IEEE-CIS), National Natural Science Foundation in China (NSFC), and Springer for sponsoring this conference. Special thanks are due to Jane You, Milan Sonka, Xiaoyi Jiang, Ajay Kumar, Lei Zhang, Jing Li, Vivek K., Zhenhua Guo and Liu Li for their dedication and hard work in various aspects of the conference organization. We thankfully acknowledge the partial support from the National Natural Science Foundation in China (NSFC) Key Overseas Project (60620160097). We hope that the fruitful technical interactions during this conference will benefit your further research and development efforts in medical biometrics. October 2007 David Zhang Organization General Chair David Zhang (The Hong Kong Polytechnic University, Hong Kong) Program Chairs Milan Sonka (The University of Iowa, USA) Jane You (The Hong Kong Polytechnic University, Hong Kong) Xiaoyi Jiang (University of Münster, Germany) Program Committee Hong Yan (City University of Hong Kong, Hong Kong) Prabir Bhattacharya (Concordia University, Canada) Alejandro Frangi (Pompeu Fabra University, Spain) Bernadette Dorizzi (Institut National des Télécommunications, France) Chuang-Chien Chiu (Feng Chia University, Taiwan) Dinggang Shen (University of Pennsylvania School of Medicine, USA) Heang-Ping Chan (University of Michigan, USA) Changen Wang (National Natural Science Foundation of China, PR China) Jeffery Huang (Raytheon Company, USA) Jerome Zhengrong Liang (State University of New York at Stony Brook, USA) Kwang Suk Park (Seoul National University, Korea) Kwang-Sup Soh (Seoul National University, Korea) Liang-Yu Shyu (Chung Yuan Christian University, Taiwan) Mateo Aboy (Oregon Institute of Technology, USA) Michael Abrmoff (University of Iowa, USA) Naimin Li (No.211 Hospital of People Liberation Army, PR China) Nicholas Ayache (The French Research Institute of Computer Science and Automatic Control, France) Opas Chutatape (Nanyang Technological University, Singapore) Pong Chi Yuen (The Hong Kong Baptist University, Hong Kong) Yazhu Chen (Shanghai Jiao Tong University, PR China) Stanislaw Osowski (Warsaw University of Technology, Poland) Ruwei Dai (Chinese Academy of Science, PR China) Witold Pedrycz (University of Alberta, Canada) Yanda Li (Tsinghua University, PR China) Yang Cai (Carnegie Mellon University, USA) Yoshiharu Yonezawa (Hiroshima Institute of Technology, Japan) Ali Can (Woods Hole Oceanographic Institution, USA) VIII Organization Aly A. Farag (University of Louisville, USA) Badrinath Roysam (Rensselaer Polytechnic Institute, USA) Denis Noble (University of Oxford, UK) Greg Goddard (University of California San Francisco, USA) Howard L. Tanenbaum (Albany Medical College, USA) Joao Paulo Silva Cunha (Universidade de Aveiro, Portugal) Joes Staal (University of Canterbury, Netherlands) John J. Shynk (University of California, Santa Barbara, USA) Leif Sörnmo (Lund University, Sweden) May Dongmei Wang (Georgia Institute of Technology, USA) Richard B. Reilly (University College Dublin, Ireland) T. Walter (Paris School of Mines, France) Hongzhi Yang (Sun Yat-sen University, PR China) Tingdong Zhang (Harbin Medical University The 2nd Affiliated Hospital, PR China) Jihua Qin (Shandong University of Traditional Chinese Medicine, PR China) Rong Liang (Beijing University of Chinese Medicine, PR China) Weitong Huang (Tsinghua University, PR China) Yue Zhou (Shanghai Jiao Tong University, PR China) Kuanquan Wang (Harbin Institute of Technology, PR China) Joachim Hornegger (University of Erlangen, Germany) Jianzhou Zhang (University of Sichuan, PR China) Yung-Fu Chen (China Medical University, Taiwan) Ajay Kumar (Indian Institute of Technology Delhi, India) Yongping Zheng (The Hong Kong Polytechnic University, Hong Kong) James Gee (University of Pennsylvania School of Medicine, USA) Table of Contents Feature Extraction and Classification A New Feature Selection and Classification Scheme for Screening of Oral Cancer Using Laser Induced Fluorescence ...................... 1 Lalit Gupta, Sarif Kumar Naik, and Srinivasan Balakrishnan Tongueprint Feature Extraction and Application to Health Statistical Analysis ........................................................ 9 ZhaoHui Yang and Naimin Li RISC: A New Filter Approach for Feature Selection from Proteomic Data ........................................................... 17 Trung-Nghia Vu, Syng-Yup Ohn, and Chul-Woo Kim An Effective Feature Set for ECG Pattern Classification .............. 25 Rajesh Ghongade and Ashok Ghatol Research on Gesture Definition and Electrode Placement in Pattern Recognition of Hand Gesture Action SEMG ......................... 33 Xu Zhang, Xiang Chen, Zhang-yan Zhao, You-qiang Tu, Ji-hai Yang, Vuokko Lantz, and Kong-qiao Wang Semantic Feature Extraction for Brain CT Image Clustering Using Nonnegative Matrix Factorization.................................. 41 Weixiang Liu, Fei Peng, Shu Feng, Jiangsheng You, Ziqiang Chen, Jian Wu, Kehong Yuan, and Datian Ye Extracting Tongue Cracks Using the Wide Line Detector.............. 49 Laura Li Liu and David Zhang An Effective Recognition Method of Breast Cancer Based on PCA and SVM Algorithm ................................................. 57 Jihong Liu and Weina Ma Predicting Protein Quaternary Structure with Multi-scale Energy of Amino Acid Factor Solution Scores and Their Combination ........... 65 Shao-Wu Zhang, Wei Chen, Chun-Hui Zhao, Yong-Mei Cheng, and Quan Pan A Knowledge Discovery Approach to Diagnosing Intracranial Hematomas on Brain CT: Recognition, Measurement and Classification.................................................... 73 Chun-Chih Liao, Furen Xiao, Jau-Min Wong, and I-Jen Chiang X Table of Contents An Adaptive Feature Extractor for Gesture SEMG Recognition........ 83 Xu Zhang, Xiang Chen, Zhang-yan Zhao, Qiang Li, Ji-hai Yang, Vuokko Lantz, and Kong-qiao Wang Health Care Approach to Health Supporting System Using Traditional Chinese Medicine........................................................ 91 Tadashi Watsuji, Shoji Shinohara, and Seizaburo Arita A Multimodal Database for a Home Remote Medical Care Application ..................................................... 99 Hamid Medjahed, Dan Istrate, Jerome Boudy, Franc¸ois Steenkeste, Jean-Louis Baldinger, and Bernadette Dorizzi Adaptive Segmentation and Feature Quantization of Sublingual Veins of Healthy Humans............................................... 107 Zifei Yan and Naimin Li Using Formal Concept Analysis to Leverage Ontology-BasedAcu-Point Knowledge System ............................................... 115 Kwoting Fang, Chingwei Chang, and Yenping Chi Implementation of a Portable Personal EKG Signal Monitoring System ......................................................... 122 Tan-Hsu Tan, Ching-Su Chang, Yung-Fu Chen, and Cheng Lee Examining the Influence of Occupational Therapy and Its Effectiveness in Long-Term Care on Dementia Patients Through Ontology-Based Clustering ...................................................... 129 Kwoting Fang, Chingwei Change, Miao Yuliao, and Yenping Chi Automatic Classification of Tongueprints in Healthy and Unhealthy Individuals...................................................... 137 ZhaoHui Yang and Naimin Li VWPS: A Ventilator Weaning Prediction System with Artificial Intelligence...................................................... 145 Austin H. Chen and Guan-Ting Chen Medical Diagnosis A Method of Classifying Tongue Colors for Traditional Chinese Medicine Diagnosis Based on the CIELAB Color Space ............... 153 Bocong Li, Qingmei Huang, Yan Lu, Songhe Chen, Rong Liang, and Zhaoping Wang Table of Contents XI Hepatitis Diagnosis Using Facial Color Image........................ 160 Mingjia Liu and Zhenhua Guo Texture Feature Extraction and Classification for Iris Diagnosis........ 168 Lin Ma and Naimin Li Screening Diabetic Retinopathy Through Color Retinal Images ........ 176 Qin Li, Xue-Min Jin, Quan-xue Gao, Jane You, and Prabir Bhattacharya Real-Time RFID-Based Intelligent Healthcare Diagnosis System ....... 184 Rajiv Khosla and Belal Chowdhury Quantitative Assessment of Pap Smear Cells by PC-Based Cytopathologic Image Analysis System and Support Vector Machine ... 192 Po-Chi Huang, Yung-Kuan Chan, Po-Chou Chan, Yung-Fu Chen, Rung-Ching Chen, and Yu-Ruei Huang An Integrated MRI and MRS Approach to Evaluation of Multiple Sclerosis with Cognitive Impairment................................ 200 Zhengrong Liang, Lihong Li, Hongbing Lu, Wei Huang, Alina Tudorica, and Lauren Krupp Using Modified Contour Deformable Model to Quantitatively Estimate Ultrasound Parameters for Osteoporosis Assessment.................. 208 Yung-Fu Chen, Yi-Chun Du, Yi-Ting Tsai, and Tainsong Chen Noninvasive Ultrasound Imaging for Bone Quality Assessment Using Scanning Confocal Acoustic Diagnosis, µCT, DXA Measurements, and Mechanical Testing............................................... 216 Yi-Xian Qin, Yi Xia, Wei Lin, Erik Mittra, Clint Rubin, and Barry Gruber Medical Image Processing and Registration Hierarchical Matching of Anatomical Trees for Medical Image Registration..................................................... 224 Tobias Lohe, Tim Kro¨ger, Stephan Zidowitz, Heinz-Otto Peitgen, and Xiaoyi Jiang Interactive Deformable Registration Visualization and Analysis of 4D Computed Tomography........................................... 232 Burak Erem, Gregory C. Sharp, Ziji Wu, and David Kaeli Pinhole SPECT vs. Cone-Beam SPECT ............................ 240 Gengsheng L. Zeng XII Table of Contents Constructing the Histogram Representation for Automatic Gridding of cDNA Microarray Images ......................................... 248 Hong-Qiang Wang, Hau-San Wong, and Hailong Zhu Compression of Medical Images Using Enhanced Vector Quantizer Designed with Self Organizing Feature Maps ........................ 256 Yogesh H. Dandawate, Madhuri A. Joshi, and Shrirang Umrani Indicator and Calibration Material for Microcalcifications in Dual-Energy Mammography....................................... 265 Xi Chen, Xuanqin Mou, and Lei Zhang Tongue Image Matching Using Color and Texture.................... 273 Zhenhua Guo Pixel Based Tongue Color Analysis................................. 282 Bo Huang and Naimin Li Gradient Direction Edge Enhancement Based Nucleus and Cytoplasm Contour Detector of Cervical Smear Images ......................... 290 Shys-Fan Yang-Mao, Yung-Fu Chen, Yung-Kuan Chan, Meng-Hsin Tsai, and Yen-Ping Chu Three Dimensional Reconstruction and Dynamic Analysis of Mitral Annular Based on Connected Equi-length Curve Angle Chain ......... 298 Zhu Lei, Yang Xin, Yao Liping, and Sun Kun A Segmentation Method Based on Dynamic Programming for Breast Mass in MRI Images ............................................. 307 Jihong Liu, Weina Ma, and Soo-Young Lee A Multi-resolution Optical Flow Based Approach to Respiratory Motion Correction in 3D PET/CT Images .......................... 314 M. Dawood, M. Fieseler, F. Bu¨ther, X. Jiang, and K.P. Scha¨fers Author Index.................................................. 323
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