Barahona

Artificial Intelligence in Medicine

5th Conference on Artificial Intelligence in Medicine Europe, AIME '95, Pavia, Italy, June 25 - 28, 1995. Proceedings
Mitarbeit:Barahona, Pedro; Stefanelli, Mario; Wyatt, Jeremy

• Broschiertes Buch

Produktbeschreibung

This volume presents the proceedings of the 5th Conference on Artificial Intelligence in Medicine Europe, AIME '95, held in Pavia, Italy in June 1995.The volume contains 32 full refereed selected papers contributed by researchers and professionals coming from computer science departments, medical informatics departments, and hospitals; in addition there are the keynote address and 28 poster presentations. The volume is organized in topical sections on medical records, temporal reasoning and simulation, probabilistic models, patient management and therapy planning, evaluation of knowledge-based systems, diagnostic support systems, models for clinical information systems, and neural networks and image interpretation.

---

Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.

Produktdetails

• Lecture Notes in Computer Science 934
• Verlag: Springer, Berlin
• 1995.
• Seitenzahl: 468
• Erscheinungstermin: 14. Juni 1995
• Englisch
• Abmessung: 235mm x 155mm x 26mm
• Gewicht: 622g
• ISBN-13: 9783540600251
• ISBN-10: 3540600256
• Artikelnr.: 09215088

Inhaltsangabe

A component
based architecture for automation of protocol
directed therapy.
Coordinating taxonomies: Key to re
usable concept representations.
Generating personalised patient information using the medical record.
Analysis of medical jargon: The RECIT system.
Medical knowledge representation for medical report analysis.
Modelling medical concepts as time
objects.
Modeling medical reasoning with the Event Calculus: an application to the management of mechanical ventilation.
A general framework for building patient monitoring systems.
Semi
qualitative models and simulation for biomedical applications.
Generating explanations of pathophysiological system behaviors from qualitative simulation of compartmental models.
An information
based bayesian approach to history taking.
Medical decision making using Ignorant Influence Diagrams.
Dynamic propagation in causal probabilistic networks with instantiated variables.
Alerts as starting point for hospital infection surveillance and control.
Cooperative software agents for patient management.
High level control strategies for diabetes therapy.
Therapy planning using qualitative trend descriptions.
Adaptation and abstraction in a case
based antibiotics therapy adviser.
Field evaluations of a knowledge
based system for peripheral blood interpretation.
Functional evaluation of SETH: An expert system in clinical toxicology.
Evaluating a neural network decision
support tool for the diagnosis of breast cancer.
Knowledge
based systems for lymph node pathology: A comparison of two approaches.
Mapping laboratory medicine onto the select and test model to facilitate knowledge
based report generation in laboratory medicine.
Machine learning techniques applied to the diagnosis of acute abdominal pain.
Reflections on building medical decision support systems and corresponding implementation in diagnostics shell D3.
Decision models for cost
effectiveness analysis: a means for knowledge sharing and quality control in health care multidisciplinary tasks.
Model
based application: The Galen structured clinical user interface.
A knowledge
based modelling of hospital information systems components.
Use of a conceptual semi
automatic ICD
9 encoding system in an hospital environment.
Quality assurance and increased efficiency in medical projects with neural networks by using a structured development method for feedforward neural networks (SENN).
A prototype neural network decision
support tool for the early diagnosis of acute myocardial infarction.
Integration of neural networks and rule based systems in the interpretation of liver biopsy images.
A cooperative and adaptive approach to medical image segmentation.
COBRA: Integration of knowledge
bases with case
databases in the domain of congenital malformation.
Case
based medical multi
expertise: an example in psychiatry.
TIME
NESIS: A data model in managing time granularity of natural
language clinical information.
Induction of expert system rules from databases based on rough set theory and resampling methods.
Sequential knowledge acquisition: Combining models and cases.
Medical fuzzy expert systems and reasoning about beliefs.
Diagnosis of human acid
base balance states via combined pattern recognition for Markov chains.
Intelligence formation problems in children at an early age applying new computer technologies under conditions of rehabilitation center.
Telecardiology.
Modelling a sharable medical concept system: Ontological foundation in GALEN.
A graph
based approach to the structural analysis of proliferative breast lesions..
A workstation for clinical decision support in a local area network for cardiology.
Knowledge
based education tool to improve quality in diabetes care.
NEPHARM: A pharmacokinetic database for adjusting drug dosage to impaired renal function.
A hybrid architecture for knowledge
based systems.
Representing medical context using rule
based object
oriented programming techniques.
Integration of Neural Networks and knowledge
based systems in medicine.
Generated critic in the knowledge based neurology trainer.
An approach to analysis of qualitative data with insufficient number of quantization levels.
Inductively learned rule for breast cancer domain with improved interobserver reproducibility.
Development and evaluation of a knowledge
based system to support ventilator therapy management.
A neural support to the prognostic evaluation of Cardiac Surgery.
DECISion
support system for radiological diagnostic.
A preliminary investigation into the analysis of electromyographic activity using a system of multiple neural networks.
Knowledge
based system to predict the effect of pregnancy on progression of diabetic retinopathy.
A software to evaluate multislices radiotherapic treatment planning.
TKR
tool: An expert system for Total Knee Replacement management.