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edited by Elpida Keravnou, Catherine Garbay, Robert Baud, Jeremy Wyatt
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 1997  XIV, 534 p.
シリーズ名: Lecture Notes in Artificial Intelligence ; 1211
Lecture Notes in Computer Science ; 1211
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edited by Silvana Quaglini, Pedro Barahona, Steen Andreassen
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 2001  XIV, 469 p.
シリーズ名: Lecture Notes in Artificial Intelligence ; 2101
Lecture Notes in Computer Science ; 2101
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edited by Werner Horn, Yuval Shahar, Greger Lindberg, Steen Andreassen, Jeremy Wyatt
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 1999  XIV, 462 p.
シリーズ名: Lecture Notes in Artificial Intelligence ; 1620
Lecture Notes in Computer Science ; 1620
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電子ブック

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edited by Pedro Barahona, Mario Stefanelli, Jeremy Wyatt
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 1995  XI, 454 p.
シリーズ名: Lecture Notes in Artificial Intelligence ; 934
Lecture Notes in Computer Science ; 934
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電子ブック

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edited by Ralf Hofestädt, Thomas Lengauer, Markus Löffler, Dietmar Schomburg
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 1997  XI, 228 p.
シリーズ名: Lecture Notes in Computer Science ; 1278
目次情報:
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電子ブック

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edited by Karl H. Höhne, Ron Kikinis
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 1996  XII, 616 p. 555 illus., 83 illus. in color.
シリーズ名: Lecture Notes in Computer Science ; 1131
目次情報:
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edited by Petra Perner, Rüdiger Brause, Hermann-Georg Holzhütter
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 2003  VIII, 132 p.
シリーズ名: Lecture Notes in Computer Science ; 2868
目次情報:
8.

電子ブック

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edited by Wiro J. Niessen, Max A. Viergever
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 2001  LXX, 1447 p.
シリーズ名: Lecture Notes in Computer Science ; 2208
目次情報:
9.

電子ブック

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edited by Michel Dojat, Elpida Keravnou, Pedro Barahona
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 2003  XIV, 394 p.
シリーズ名: Lecture Notes in Artificial Intelligence ; 2780
目次情報: 続きを見る
Temporal Reasoning
On-Line Extraction of Successive Temporal Sequences from ICU High-Frequency Data for Decision Support Information / Sylvie Charhonnier
Quality Assessment of Hemodialysis Services through Temporal Data Mining / Riccardo Bellazzi ; Cristiana Larizza ; Paolo Magni ; Roberto Bellazzi
Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases / David Boaz ; Yuval Shahar
Prognosis of Approaching Infectious Diseases / Rainer Schmidt ; Lothar Gierl
Modeling Multimedia and Temporal Aspects of Semistructured Clinical Data / Carlo Combi ; Barbara Oliboni ; Rosalba Rossato
NEONATE: Decision Support in the Neonatal Intensive Care Unit - A Preliminary Report / Jim Hunter ; Gary Ewing ; Yvonne Freer ; Robert Logie ; Paul McCue ; Neil McIntosh
Abstracting the Patient Therapeutic History through a Heuristic-Based Qualitative Handling of Temporal Indeterminacy / Jacques Bouaud ; Brigitte Séroussi ; Baptiste Touzet
Ontology, Terminology
How to Represent Medical Ontologies in View of a Semantic Web? / Christine Golbreich ; Olivier Dameron ; Bernard Gibaud ; Anita Burgun
Using Description Logics for Managing Medical Terminologies / Ronald Cornet ; Ameen Abu-Banna
Ontology for Task-Based Clinical Guidelines and the Theory of Granular Partitions / Anand Kumar ; Barry Smith
Speech Interfaces for Point-of-Care Guideline Systems / Martin Beveridge ; John Fox ; David Milward
Text Categorization prior to Indexing for the CISMEF Health Catalogue / Alexandrina Rogozan ; Aurélie Néveol ; Stefan J. Darmoni
Bodily Systems and the Modular Structure of the Human Body / Igor Papakin ; Katherine Munn
Image Processing, Simulation
Multi-agent Approach for Image Processing: A Case Study for MRI Human Brain Scans Interpretation / Nathalie Richard ; Michel Dojat ; Catherine Garbay
Qualitative Simulation of Shock States in a Virtual Patient / Altion Simo ; Marc Cavazza
3D Segmentation of MR Brain Images into White Matter, Gray Matter and Cerebro-Spinal Fluid by Means of Evidence Theory / Anne-Sophie Capelle ; Olivier Colot ; Christine Fernandez-Maloigne
A Knowledge-Based System for the Diagnosis of Alzheimer's Disease / Sebastian Oehm ; Thomas Siessmeier ; Hans-Georg Buchholz ; Peter Bartenstein ; Thomas Uthmann
Guidelines, Clinical Protocols
DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines / Ohad Young ; Erez Shalom ; Alon Mayaffit ; Robert Moskovitch ; Alon Hessing ; Maya Galperin
Experiences in the Formalisation and Verification of Medical Protocols / Mar Marcos ; Michael Balser ; Annette ten Teije ; Frank van Harmelen ; Christoph Duelli
Enhancing Conventional Web Content with Intelligent Knowledge Processing / Rory Steele
Linking Clinical Guidelines with Formal Representations / Peter Votruba ; Silvia Miksch ; Robert Kosara
Computerised Advice on Drug Dosage Decisions in Childhood Leukaemia: A Method and a Safety Strategy / Chris Hurt ; Jonathan Bury ; Vaskar Saha
The NewGuide Project: Guidelines, Information Sharing and Learning from Exceptions / Paolo Ciccarese ; Ezio Caffi ; Lorenzo Boiocchi ; Assaf Halevy ; Silvana Quaglini ; Mario Stefanelli
Managing Theoretical Single-Disease Guideline Recommendations for Actual Multiple-Disease Patients / Gersende Georg
Informal and Formal Medical Guidelines: Bridging the Gap / Marije Geldof
Terminology, Natural Language
Rhetorical Coding of Health Promotion Dialogues / Floriana Grasso
Learning Derived Words from Medical Corpora / Pierre Zweigenbaum ; Natalia Grabar
Learning-Free Text Categorization / Patrick Ruch ; Robert Baud ; Antoine Geissbühler
Knowledge-Based Query Expansion over a Medical Terminology Oriented Ontology on the Web / Linda Fatima Soualmia ; Catherine Barry
Linking Rules to Terminologies and Applications in Medical Planning / Sanjay Modgil
Machine Learning
Classification of Ovarian Tumors Using Bayesian Least Squares Support Vector Machines / Chuan Lu ; Tony Van-Gestel ; Johan A.K. Suykens ; Sabine Van-Huffel ; Dirk Timmerman ; Ignace Vergote
Attribute Interactions in Medical Data Analysis / Aleks Jakulin ; Ivan Bratko ; Dragica Smrke ; Janez Demšar ; Blaž Zupan
Combining Supervised and Unsupervised Methods to Support Early Diagnosis of Hepatocellular Carcinoma / Federica Ciocchetta ; Rossana Dell'Anna ; Francesca Demichelis ; Amar Paul Dhillon ; Alberto Quaglia ; Andrea Sboner
Analysis of Gene Expression Data by the Logic Minimization Approach / Dragan Gamberger ; Nada Lavrač
A Journey trough Clinical Applications of Multimethod Decision Trees / Petra Povalej ; Mitja Lenič ; Milojka Molan Štiglic ; Maja Skerbinjek Kavalar ; Jernej Završnik ; Peter Kokol
Probabilistic Networks, Bayesian Models
Detailing Test Characteristics for Probabilistic Networks / Danielle Sent ; Linda C. van der Gaag
Bayesian Learning of the Gas Exchange Properties of the Lung for Prediction of Arterial Oxygen Saturation / David Murley ; Stephen Rees ; Bodil Rasmussen ; Steen Andreassen
Hierarchical Dirichlét Learning - Filling in the Thin Spots in a Database / Brian Kristensen ; Alina Zalounina ; Leonard Leibovici ; Uwe Frank ; Henrik C. Schønheyder
A Bayesian Neural Network Approach for Sleep Apnea Classification / Oscar Fontenla-Romero ; Bertha Guijarro-Berdiñas ; Amparo Alonso-Betanzos ; Ana del Rocio Fraga-Iglesias ; Vicente Moret-Bonillo
Probabilistic Networks as Probabilistic Forecasters / Silja Renooij
Finding and Explaining Optimal Treatments / Concha Bielza ; Juan A. Fernández del Pozo ; Peter Lucas
Case Based Reasoning, Decision Support
Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support / Jean Lieber ; Mathieu d'Aquin ; Pierre Bey ; Amedeo Napoli ; Maria Rios ; Catherine Sauvagnac
Case Based Reasoning for Medical Decision-Support in a Safety Critical Environment / Isabelle Bichindaritz ; Carol Moinpour ; Emin Kansu ; Gary Donaldson ; Nigel Bush ; Keith M. Sullivan
Constraint Reasoning in Deep Biomedical Models / Jorge Cruz ; Pedro Barahona
Interactive Decision Support for Medical Planning / David W. Glasspool ; Fortunato D. Castillo ; Victoria E.L. Monaghan
Compliance with the Hyperlipidaemia Consensus: Clinicians versus the Computer / Wouter P. van Rijsinge ; Frank Visseren ; Yolanda van der Graaf
WoundCare: A Palm Pilot-Based Expert System for the Treatment of Pressure Ulcers / Douglas D. Dankel ; Mark Connor ; Zulma Chardon
VIE-DIAB: A Support Program for Telemedical Glycaemic Control / Christian Popow ; Werner Horn ; Birgit Rami ; Edith Schober
Data Mining, Knowledge Discovery
Drifting Concepts as Hidden Factors in Clinical Studies / Matjaž Kukar
Multi-relational Data Mining in Medical Databases / Amaury Habrard ; Marc Bernard ; François Jacquenet
Invited Talks
Is It Time to Trade """"Wet-Work"""" for Network? / Zoltan Szallasi
Robots as Models of the Brain: What Can We Learn from Modelling Rat Navigation and Infant Imitation Games? / Philippe Gaussier ; Pierre Andry ; Jean Paul Banquet ; Mathias Quoy ; Jacqueline Nadel ; Arnaud Revel
Author Index
Temporal Reasoning
On-Line Extraction of Successive Temporal Sequences from ICU High-Frequency Data for Decision Support Information / Sylvie Charhonnier
Quality Assessment of Hemodialysis Services through Temporal Data Mining / Riccardo Bellazzi ; Cristiana Larizza ; Paolo Magni ; Roberto Bellazzi
10.

電子ブック

EB
edited by Jose Crespo, Victor Maojo, Fernando Martin
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg, 2001  X, 314 p.
シリーズ名: Lecture Notes in Computer Science ; 2199
目次情報: 続きを見る
Medical Analysis and Diagnosis by Neural Networks / R. W. Brause
On Applying Supervised Classification Techniques in Medicine / B. Sierra ; I. Inza ; P. Larrañaga
Methods and Criteria for Detecting Significant Regions in Medical Image Analysis / J. Crespo ; H. Billhardt ; J. Rodríguez-Pedrosa ; J. A. Sanandres
Using Bayesian Networks to Model Emergency Medical Services / S. Acid ; L.M.de Campos ; S. Rodríguez ; J. M. Rodriguez ; J.L.Salcedo
Analysis of Strength Data Based on Expert Knowledge / F. Alonso ; Á. López-Illescas ; L. Martínez ; C.Montes ; J.P.Valente
A Computational Environment for Medical Diagnosis Support Systems / V. Alves ; J. Neves ; M. Maia ; L. Nelas
Automatic Detection of Regions of Interest in Digitized Mammograms for Computer-Aided Diagnosis / J. M. Barreiro ; A. Carrascal ; D. Manrique ; J. Ríos ; A. Vilarrasa
A New Method for Unifying Heterogeneous Databases / V. Maojo ; F. Martin ; J. L. Maté
Fatigue Indicators of Drowsy Drivers Based on Analysis of Physiological Signals / R. Bittner ; P.Smrcka ; M. Pavelka ; P. Vysoky ; L. Pousek
Secure and Interoperable Document Management over the Internet - The Generic HARP Cross-Security Platform for Clinical Studies / B. Blobel ; G.Stassinopoulos ; P. Hoepner
A Generalized Uncertainty Function and Fuzzy Modeling / A. Bolotin
Special Time Series Models for Analysis of Mortality Data / M. Fazekas
Knowledge Organisation in a Neonatal Jaundice Decision Support System / J. A. Fernández del Pozo ; C. Bielza ; M. Gómez
Quasi-Fourier Modeling for Individual and Count Outcomes / M. Friger ; Y. Novack ; U. Ranft
An Anatomical and Functional Model for the Study of Cortical Functions / A. J. García de Linares ; L. de la Peña Fernáindez
Predicting the Level of Metabolic Control Using Collaborative Filtering / M. Grabert ; R. W. Holl ; U. Krause ; I. Melzer ; F. Schweiggert
Web-Enabled Knowledge-Based Analysis of Genetic Data / P. Juvan ; B. Zupan ; J. Demsar ; I. Bratko ; J. A. Halter ; A. Kuspa ; G. Shaulsky
Fuzzy Sets Applied to Image Processing and Quantification of Interstitial Fibrosis and Glomerular Size in Computer Assisted Microscopy / E. Kaczmarek ; A. Wozniak ; W. Salwa-Zurawska
Cancer Epidemiology of Small Communities: Usinga NovelApproach toDetecting Clusters / E. Kordysh ; M. Barchana ; R. Chen
Hybrid Pattern Recognition Algorithms with the Statistical Model Applied to the Computer-Aided Medical Diagnosis / M. Kurzynski ; E. Puchala ; J. Sas
Computer-Aided Diagnosis: Application of Wavelet Transform to the Detection of Clustered Microcalcifications in Digital Mammograms / M. J. Lado ; A. J. Mendez ; P. G. Tahoces ; M. Souto ; J. J. Vidal
A Methodology for Constructing Expert Systems for Medical Diagnosis / L. M. Laita ; G. Gonziález-Páiez ; E. Roanes-Lozano ; L. de Ledesma ; L. Laita
An Expert System for Microbiological Data Validation and Surveillance / E. Lamma ; P. Mello ; A. Nanetti ; G. Poli ; F. Riguzzi ; S. Storari
Hierarchical Clustering of Female Urinary Incontinence Data Having Noise and Outliers / J. Laurikkala ; M. Juhola
ACMD: A Practical Tool for Automatic Neural Net Based Learning / R. Linder ; S. J. Pöppl
Development of a Mammographic Analysis System Using Computer Vision Techniques / J. Martí ; P. Planiol ; J. Freixenet ; J. Espanol ; E. Golobardes
Improvement of a Mammographic CAD System for Mass Detection / A. J. Méndez ; C. Varela
Classification of Gene Expression Data in an Ontology / H. Midelfart ; A. Ldsgreid ; J. Komorowski
Feature Selection Algorithms Applied to Parkinson's Disease / M. Navío ; J. J. Aguilera ; M. J. del Jesus ; R. González ; F. Herrera ; C. Iríbar
A New Model for AIDS Survival Analysis / J. Orbe ; E.Ferreira ; V.N'uñez-Antón
A Frequent Patterns Tree Approach for Rule Generation with Categorical Septic ShockPatient Data / J. Paetz ; R. Brause
Analysis of Medical Diagnostic Images via the Implementation and Access to a Safe DICOM PACS with a Web Interface: Analysis of Contrast-Enhanced CT Imaging of Oral andOropharyngealCarcinomas / J. Pereira ; A. Lamelo ; J.M.Váizquez-Naya ; M. Fernáindez ; J. Dorado ; A. Santos ; J. Teijeiro ; A. Pazos
Classification of HEp-2 Cells Using Fluorescent Image Analysis and Data Mining / P. Perner
MultitaskPattern Recognition Algorithm for the Medical Decision Support System
The Analysis of Hospital Episodes / D. Riaño ; S. Prado
ElectroshockEffects Identification Using Classification Based on Rules / J. Rodas ; K.Gibert ; J.E.Rojo
Advanced Visualization of 3D Data of Intravascular Ultrasound Images / D. Rotger ; C.Cañero ; P. Radeva ; J. Mauri ; E. Fernandez ; A. Tovar ; V. Valle
Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation / W. Sauerbrei
A Case-Based Approach for the Classification of Medical Time Series / A. Schlaefer ; K. Schröter ; L. Fritsche
Binary Vector or Real Value Coding for Secondary Structure Prediction? A Case Study of Polyproline Type II Prediction / M. Siermala ; M. Vihinen
Notes on Medical Decision Model Creation / M. Sprogar ; P. Kokol ; M. Zorman ; V. Podgorelec ; L. Lhotska ; J. Klema
Refining the Knowledge Base of an Otoneurological Expert System / K. Viikki
Segmentation of Color Fundus Images of the Human Retina: Detection of the Optic Disc and the Vascular Tree Using Morphological Techniques / T. Walter ; J.-C. Klein
Learning Structural Knowledge from the ECG / F. Wang ; R. Quiniou ; G. Carrault ; M.-O. Cordier
Recurrence Quantification Analysis to Characterise the Heart Rate Variability before the Onset of Ventricular Tachycardia / N. Wessel ; N. Marwan ; U. Meyerfeldt ; A. Schirdewan ; J. Kurths
Learning Bayesian-Network Topologies in Realistic Medical Domains / X. Wu ; P.Lucas ; S.Kerr ; R.Dijkhuizen
Author Index
Medical Analysis and Diagnosis by Neural Networks / R. W. Brause
On Applying Supervised Classification Techniques in Medicine / B. Sierra ; I. Inza ; P. Larrañaga
Methods and Criteria for Detecting Significant Regions in Medical Image Analysis / J. Crespo ; H. Billhardt ; J. Rodríguez-Pedrosa ; J. A. Sanandres
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