Artificial Intelligence in Medicine: Interpreting Clinical Data
Contents
Causal Inference from Indirect Experiments
PDFArtificial Neural Networks As an Aid to Medical Decision Making: Comparing Statistical Resampling Techniques with the Train-and-test Technique for Validation of Sparse Data Sets
PDFOutpatient Pre-anesthesia Consultation: Can an Expert System Help?
PDFIntensive Care Monitoring and Therapy Planning for Newborns
PDFTowards Combined Attention Focusing and Anomaly Detection in Medical Monitoring
PDFApplication of the EAGOL Model to the Interpretation of Clinical Data
PDFBridging the Representational Heterogeneity of Clinical Databases
PDFOn the Use of Statistical, Neural Net and Machine Learning Techniques to Find Structure in Medical Data: A Case Study with the Diabetes Dataset
PDFNeonatal Workstation for Inspired Oxygen Control and Clinical Monitoring
PDFThe GAMES-II Methodology for Medical KBS Development
PDFA Mixed Qualitative/Quantitative Acute Cardiovascular Model: Preliminary Report
PDFInterpreting Clinical Data Using Concept Maps
PDFLearning Qualitative Models from Physiological Signals
PDFCombining Expert Representations and Neural Networks for Visualization of Clinical Data
PDFTrading off Coverage for Accuracy in Forecasts: Applications to Clinical Data Analysis
PDFRS-QUAD: Reasoning System Based on Qualitative Dynamics of Diseases’ Progression
PDFForecasting Glucose Concentration in Diabetic Patients Using Ignorant Belief Networks
PDFModel-based Data Processing, Validation, and Abstraction for Intelligent Real-time Patient Monitoring and Control
PDFAdaptive Controllers for Intelligent Monitoring
PDFKnowledge-based Temporal Abstraction in Clinical-management Tasks
PDFBreast Cancer Diagnosis and Prognosis via Linear Programming
PDFAggregation and Forgetting: Two Key Mechanisms for Across Time Reasoning in Patient Monitoring
PDFExtracting Temporal Knowledge
PDFTradeoffs in Approaches to the Ventilator Controller Design
PDFReal-time Feature Detection in Medical Data
PDFAutomatic Generation of Transition Probabilities in Dynamic Decision Modeling: a Case Study
PDFTemporal Expert System Approach to the Interpretation of ICU Cardiovascular Data
PDFUse of Abstraction to Simplify Monitoring
PDFRepresenting Problem Solving for Tutoring and Critiquing Medical Domains
PDFDiagnostic Monitoring of Intensive Care Unit Data Using Trend Templates
PDFAn Expert System Interpreter for Time Course Data with Refinement in Context
PDFAutomating ARDS Management: a Dynamical Systems Approach
PDFPredicting Risk of an Adverse Event in Complex Medical Data Sets Using the Fuzzy ARTMAP Network
PDFTwo-Stage Interpretation of ICU Data Based on Fuzzy Sets
PDFKnowledge-based Data Display Using TrenDx
PDFPrevention, Detection, and Amelioration of Adverse Events in Protocol-based Decision Support
PDFA Temporal-abstraction Mediator for Protocol-based Decision Support
PDFOngoing Critiquing During Trauma Management
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