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Home / Proceedings / Papers from the 1994 AAAI Spring Symposium /

Artificial Intelligence in Medicine: Interpreting Clinical Data

Contents

  • Causal Inference from Indirect Experiments

    J. Pearl

    PDF
  • Artificial 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

    T. L. Huston, A. E. Smith, and J. M. Twomey

    PDF
  • Outpatient Pre-anesthesia Consultation: Can an Expert System Help?

    A. I. Cohn

    PDF
  • Intensive Care Monitoring and Therapy Planning for Newborns

    S. Miksch, W. Horn, C. Popow, and F. Paky

    PDF
  • Towards Combined Attention Focusing and Anomaly Detection in Medical Monitoring

    R. J. Doyle

    PDF
  • Application of the EAGOL Model to the Interpretation of Clinical Data

    H. E. Pople

    PDF
  • Bridging the Representational Heterogeneity of Clinical Databases

    W. Sujansky and R. Altman

    PDF
  • On the Use of Statistical, Neural Net and Machine Learning Techniques to Find Structure in Medical Data: A Case Study with the Diabetes Dataset

    S. H. Zeller

    PDF
  • Neonatal Workstation for Inspired Oxygen Control and Clinical Monitoring

    Y. Sun and I. Kohane

    PDF
  • The GAMES-II Methodology for Medical KBS Development

    G. Lanzola, G. Van Heijst, M. Stefanelli, and G. Schreiber

    PDF
  • A Mixed Qualitative/Quantitative Acute Cardiovascular Model: Preliminary Report

    G. Provan, S. Neumann, J. Siskind, and J. R. Clarke

    PDF
  • Interpreting Clinical Data Using Concept Maps

    D. Snyder

    PDF
  • Learning Qualitative Models from Physiological Signals

    D. Hau and E. Coiera

    PDF
  • Combining Expert Representations and Neural Networks for Visualization of Clinical Data

    D. Fram, S. Gallant, M. Johnston, and C. Russell

    PDF
  • Trading off Coverage for Accuracy in Forecasts: Applications to Clinical Data Analysis

    M. J. Pazzani, P. Murphy, K. Ali, and D. Schulenberg

    PDF
  • RS-QUAD: Reasoning System Based on Qualitative Dynamics of Diseases’ Progression

    S. Tsumoto and H. Tanaka

    PDF
  • Forecasting Glucose Concentration in Diabetic Patients Using Ignorant Belief Networks

    M. Ramoni, A. Riva, M. Stefanelli, and V. Patel

    PDF
  • Model-based Data Processing, Validation, and Abstraction for Intelligent Real-time Patient Monitoring and Control

    B. M. Dawant, E. J. Manders, and D. P. Lindstrom

    PDF
  • Adaptive Controllers for Intelligent Monitoring

    R. Bellazzi, C. Siviero, M. Stefanelli, G. de Nicolao, and A. Bellazzi

    PDF
  • Knowledge-based Temporal Abstraction in Clinical-management Tasks

    Y. Shahar, A. K. Das, S. W. Tu, and M. A. Musen

    PDF
  • Breast Cancer Diagnosis and Prognosis via Linear Programming

    O. L. Mangasarian, W. N. Street and W. H. Wolberg

    PDF
  • Aggregation and Forgetting: Two Key Mechanisms for Across Time Reasoning in Patient Monitoring

    M. Dojat and C. Sayettat

    PDF
  • Extracting Temporal Knowledge

    C. Cimino and S. A. Turken

    PDF
  • Tradeoffs in Approaches to the Ventilator Controller Design

    M. Hauskrecht

    PDF
  • Real-time Feature Detection in Medical Data

    K. S. Nelson and G. D. Hadden

    PDF
  • Automatic Generation of Transition Probabilities in Dynamic Decision Modeling: a Case Study

    S. Yeh and T.-Y. Leong

    PDF
  • Temporal Expert System Approach to the Interpretation of ICU Cardiovascular Data

    A. Salatian and J. Hunter

    PDF
  • Use of Abstraction to Simplify Monitoring

    T. A. Russ

    PDF
  • Representing Problem Solving for Tutoring and Critiquing Medical Domains

    K. A. Johnson, T. R. Johnson and J. W. Smith, Jr.

    PDF
  • Diagnostic Monitoring of Intensive Care Unit Data Using Trend Templates

    I. J. Haimowitz and I. S. Kohane

    PDF
  • An Expert System Interpreter for Time Course Data with Refinement in Context

    P. Preston, P. Compton, D. Litkouhi, and G. Edwards

    PDF
  • Automating ARDS Management: a Dynamical Systems Approach

    P. Dagum, A. Galper, and A. Seiver

    PDF
  • Predicting Risk of an Adverse Event in Complex Medical Data Sets Using the Fuzzy ARTMAP Network

    N. Markuzon, S. Gaehde, A. Ash, G. Carpenter, and M. Moskowitz

    PDF
  • Two-Stage Interpretation of ICU Data Based on Fuzzy Sets

    F. Steimann and K.-P. Adlassnig

    PDF
  • Knowledge-based Data Display Using TrenDx

    J. Fackler, I. Haimowitz, and I. Kohane

    PDF
  • Prevention, Detection, and Amelioration of Adverse Events in Protocol-based Decision Support

    P. Hammond, A. Harris, S. Das, and J. Wyatt

    PDF
  • A Temporal-abstraction Mediator for Protocol-based Decision Support

    A. K. Das, Y. Shahar, S. W. Tu, and M. A. Musen

    PDF
  • Ongoing Critiquing During Trauma Management

    A. Gertner

    PDF

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