Erkki Pesonen  Home/Search
Context
Related
| cs.uku.fi/~epesonen/r...phdthesis.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: cs.uku.fi/~epesonen...phdabstract (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: The construction of a neural network-based decision support system for the diagnosis of acute abdominal pain was investigated. Different neural network algorithms were compared to define the optimal algorithms for this diagnostic classification problem. The problem of missing input data values was examined with various replacement techniques. Special attention was paid to the evaluation of confidence for the outputs of the networks. The results of the classification were also examined with... (Update)
Active bibliography (related documents): More All
1.6: Decision Support Systems from a Health Informatics Perspective - Nykänen (2000) (Correct)
1.1: On the Misuses of Artificial Neural Networks for.. - Schwarzer, Vach.. (2000) (Correct)
0.6: Medical Analysis and Diagnosis by Neural Networks - Brause (2001) (Correct)
Similar documents based on text: More All
1.1: Processing of Structured Documents Using a Syntax-Directed Approach - Kuikka (1996) (Correct)
0.6: Subspace Regularization Method for the Single.. - Karjalainen.. (1997) (Correct)
0.5: Structuring the Electronic Patient Record - Kuikka, Eerola, Komulainen (2001) (Correct)
BibTeX entry: (Update)
@misc{ pesonen-studies,
author = "Erkki Pesonen",
title = "Studies on the Experimental Construction of a Neural Network-Based Decision
Support System for Acute Abdominal Pain",
url = "citeseer.ist.psu.edu/pesonen98studies.html" }
Citations (may not include all citations):805 Algorithms for clustering data (context) - Jain, Dubes - 1988
203 What size net gives valid generalization (context) - Baum, Haussler - 1989
81 Skeletonization: a technique for trimming the fat from a net.. (context) - Mozer, Smolensky - 1989
58 Macmillan College Publishing Company (context) - Neural - 1994
40 Engineering applications of the self organizing map (context) - Kohonen, Oja et al. - 1996
23 Van Nostrand Reinhold (context) - Neural - 1989
15 Machine Learning applications in expert systems and informat.. (context) - Forsyth, Rada - 1986
9 Philosophies for the design and development of clinical deci.. (context) - Heathfield, Wyatt - 1993
8 Office of Technology Licensing (context) - Learning, Report et al. - 1982
8 Neural networks in clinical medicine (context) - Penny, Frost - 1996
8 Neural dynamics of category learning and recognition: Attent.. (context) - Carpenter, Grossberg - 1986
7 MEDUSA: A fuzzy expert system for medical diagnosis of acute.. (context) - Fathi-Torbaghan, Meyer - 1994
7 Evaluation of automatic knowledge acquisition techniques in .. (context) - Ohmann, Moustakis et al. - 1996
5 Performance evaluation of medical expert systems using ROC c.. (context) - K-P - 1989
3 The treatment of missing data in multivariate analysis (context) - Kim, Curry - 1977
2 Building clinical classifiers using incomplete observations .. (context) - Doyle, Parmanto et al. - 1995
2 The effect of incomplete knowledge on the diagnoses of a com.. (context) - Heckerling, Elsterin et al. - 1991
2 Developing decision-support systems - a change in emphasis (context) - Pitty, Reeves - 1995
2 Presentation and diagnosis of acute abdominal pain in Finlan.. (context) - Ikonen, Rokkanen et al. - 1983
2 DIAGAID: a connectionist approach to determine the diagnosti.. (context) - Forsstrm, Eklund et al. - 1991
2 Using neuro-fuzzy tool to support medical decision making (context) - JJ, JM et al. - 1994
2 Laird NM and Rubin DB: Maximum likelihood from incomplete da.. (context) - AP - 1977
2 Artificial neural networks for decision-support in clinical .. (context) - Forsstrm, Dalton - 1995
2 Using neural networks to diagnose cancer (context) - PS, Brooks et al. - 1991
2 Neural network paradigm comparisons for appendicitis diagnos.. (context) - RC, Hutton - 1991
1 A computer based diagnostic score to aid in diagnosis of acu.. (context) - Eskelinen, Ikonen et al. - 1992
1 acute abdomen (context) - Paterson-Brown, Eckersley et al. - 1986
1 Sex-specific diagnostic scores for acute appendicitis (context) - Eskelinen, Ikonen et al. - 1994
1 A comparison of three classification algorithms in the diagn.. (context) - Phillips, Wiles et al. - 1991
1 Acute appendicitis: A clinical study of 1018 cases of emerge.. (context) - Pieper, Kager et al. - 1982
1 Scoring system to aid in diagnosis of appendicitis (context) - Teicher, Landa et al. - 1983
1 A Probabilistic Rule-Based Expert System (context) - BS, MacPherson - 1993
1 Evaluating four diagnostic methods with acute abdominal pain.. (context) - Puppe, Ohmann et al. - 1995
1 and rule extraction for backpropagation: learning from incom.. (context) - Weight, fuzzy - 1994
1 Hinton GE and Williams RJ: Learning internal representations.. (context) - DE - 1986
1 Dealing with missing values in neural-networkbased diagnosti.. - Sharpe, Solly - 1995
1 Meth Inf Med (context) - Uncertainty, medical - 1995
1 Computer-aided diagnosis of acute abdominal pain: a multicen.. (context) - ID, Clifford et al. - 1986
1 Marcel Dekker Inc (context) - Expert - 1997
1 Ultrasonography and parameters of inflammation in acute appe.. (context) - Amland, Skaane et al. - 1989
1 Intermediates and Novices (context) - HPA, HG et al. - 1992
1 Two methods for recommending bat weights (context) - Bahill, Freitas - 1995
1 Decision support system for the differential diagnosis of br.. (context) - Heathfield, Winstanley et al. - 1991
1 Meth Inf Med (context) - BS, The et al. - 1994
1 A massively parallel architechture for a self-organizing neu.. (context) - Carpenter, Grossberg - 1987
1 Journal of the Royal Statistical Society B (context) - EML, RJA et al. - 1975
1 Methods for Knowledge Extraction from a clinical database on.. (context) - Chowdhury, Bodemar et al. - 1991
1 Inflammation parameters in the diagnosis of acute appendicit.. (context) - Nordback, Harju - 1988
1 Ware JA and Cristea A: Removing irrelevant features in neura.. (context) - Ciuca - 1997
1 Dunn EL and Elerding SC: A feasibility study of computer-aid.. (context) - CV, JR - 1982
1 Biomed Comput (context) - SM, The et al. - 1990
1 Progress report - FT, acute et al. - 1988
1 Churchill Livingstone (context) - FT, acute et al. - 1991
1 Meth Inf Med (context) - FT, Diagnosis et al. - 1995
1 McCann AP and Horrocks JC: Computer-aided diagnosis of acute.. (context) - FT, DJ et al. - 1972
1 A prospective study of patients with acute abdominal pain (context) - Eskelinen, Ikonen et al. - 1992
1 Bull Math Biophysics (context) - WS, WN et al. - 1943
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC