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医学中的人工智能/2005年国际会议录Artificial Intelligence in Medicine: 10th Conference on书籍详细信息
- ISBN：9783540278313
- 作者：暂无作者
- 出版社：暂无出版社
- 出版时间：2005-12
- 页数：547
- 价格：753.00
- 纸张：胶版纸
- 装帧：平装
- 开本：暂无开本
- 语言：未知
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内容简介：
This book constitutes the refereed proceedings of the 10th Conference on Artificial Intelligence in Medicine in Europe, AIME 2005, held in Aberdeen, UK in July 2005. The 35 revised full papers and 34 revised short papers presented together with 2 invited contributions were carefully reviewed and selected from 148 submissions. The papers are organized in topical sections on temporal representation and reasoning, decision support systems, clinical guidelines and protocols, ontology and terminology, case-based reasoning, signal interpretation, visual mining, computer vision and imaging, knowledge management, machine learning, knowledge discovery, and data mining.
书籍目录：
Invited Talks
Ontology Mapping: A WayOut of the Medical Tower of Babel?
Human Computer Interaction in Context Aware Wearable Systems
Temporal Representation and Reasoning
A New Approach to the Abstraction of Monitoring Data in Intensive Care
Learning Rules with Complex Temporal Patterns in Biomedical Domains
Discriminating Exanthematic Diseases from Temporal Patterns of Patient Symptoms
Probabilistic Abstraction of Multiple Longitudinal Electronic Medical Records
Using a Bayesian-Network Model for the Analysis of Clinical Time-Series Data
Data-Driven Analysis of Blood Glucose Management Effectiveness
Extending Temporal Databases to Deal with Telic/Atelic Medical Data
Dichotomization of ICU Length of Stay Based on Model Calibration
Decision Support Systems
AtherEx: An Expert System for Atherosclerosis Risk Assessment
Smooth Integration of Decision Support into an Existing Electronic Patient Record
REPS: A Rehabilitation Expert
System for Post-stroke Patients
Osk Kristmundsddttir
Clinical Guidelines and Protocols
Testing Asbru Guidelines and Protocols for Neonatal Intensive Care
EORCA: A Collaborative Activities Representation for Building
Guidelines from Field Observations
Design Patterns for Modelling Medical Guidelines
Improving Clinical Guideline Implementation Through Prototypical Design Patterns
Automatic Derivation of a Decision Tree to Represent Guideline-Based Therapeutic Strategies for the Management of Chronic Diseases
Exploiting Decision Theory for Supporting Therapy Selection in Computerized Clinical Guidelines
Helping Physicians to Organize Guidelines Within Conceptual Hierarchies
……
Ontology and Terminology
Case-Based Reasoning, SIgnal Interpretation, Visual Mining
Computer Vision and imaging
Knowledge management
Machine Learning, Knowledge Discovery and Data Mining
Author Index
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The LNCS series reports state-of-the-art results in computer science research，development，and education，at a high level and in both printed and electronic form. Enjoying tight cooperation with the R&D community，with numerous individuals，as well as with prestigious organizations and societies，LNCS has grown into the most comprehensive computer science research forum available.
The scope of LNCS，including its subseries LNAI，spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields. The type of material published traditionally includes.
—proceedings （published in time for the respective conference）
—post-proceedings （consisting of thoroughly revised final full papers）
—research monographs（which may be based on outstanding PhD work，research projects，technical reports，etc.）.
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