Automatically assigned DDC number: 00637

Manually assigned DDC number: 00637

Number of references: 8

Title: Investigation of the use of Neural Networks for Computerised Medical Image Analysis

Author:

Subject: Shane Dickson Investigation of the use of Neural Networks for Computerised Medical Image Analysis

Description: Advances in clinical medical imaging have brought about the routine production of vast numbers of medical images that need to be analysed. As a result an enormous amount of computer vision research effort has been targeted at achieving automated medical image analysis. This has proved to be an elusive goal in many cases. The complexity of the problems encountered has prompted considerable interest in the use of neural networks for such applications. However, many reports of such work have been unsatisfactory in that often only qualitative results are reported, or only few patient cases are used. This thesis presents a study of the use of neural networks and computer vision for medical image analysis which aims to quantitatively investigate and demonstrate the potential of neural networks in such an application. A medical image analysis problem was selected which would facilitate this. The problem chosen was the automatic detection of acoustic neuromas in MR images of the head. Since ne...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1998-08-18

Pubyear: 1998

Format: ps

Identifier: http://citeseer.ist.psu.edu/164132.html

Source: http://www.cs.bris.ac.uk/Tools/Reports/Ps/1998-dickson-0.ps.gz

Language: en

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Relation:

Rights: unrestricted

Graph

<?xml   version="1.0"   encoding="UTF-8"?>

<references_metadata>

      <rec   ID="/88824.html"   Type="article"   CiteSeer_Book="Pattern   Recognition   Special   Edition   on   Image   Databases"   CiteSeer_Volume="30"   Title="Interpreting   Image   Databases   by   Region   Classification,">

            <identifier   Org="ISBN:0387446397"   Paper_ID="/88824.html"   Extracted="0387446397"   DDC="006.3/3"   Normalized_DDC="00633"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:0780345045"   Paper_ID="/88824.html"   Extracted="0780345045"   DDC="670.42"   Normalized_DDC="67042"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:078034863X"   Paper_ID="/88824.html"   Extracted="078034863X"   />

            <identifier   Org="ISBN:0780386035"   Paper_ID="/88824.html"   Extracted="0780386035"   />

            <identifier   Org="ISBN:0824742524"   Paper_ID="/88824.html"   Extracted="0824742524"   DDC="621.36/03"   Normalized_DDC="6213603"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1558606246"   Paper_ID="/88824.html"   Extracted="1558606246"   DDC="621.36/7"   Normalized_DDC="621367"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1581130368"   Paper_ID="/88824.html"   Extracted="1581130368"   DDC="006.7"   Normalized_DDC="0067"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1846284368"   Paper_ID="/88824.html"   Extracted="1846284368"   DDC="006.7"   Normalized_DDC="0067"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:1883276675"   Paper_ID="/88824.html"   Extracted="1883276675"   />

            <identifier   Org="ISBN:3540009213"   Paper_ID="/88824.html"   Extracted="3540009213"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540221638"   Paper_ID="/88824.html"   Extracted="3540221638"   DDC="006.7"   Normalized_DDC="0067"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540419330"   Paper_ID="/88824.html"   Extracted="3540419330"   DDC="005.74"   Normalized_DDC="00574"   Normalized_Weight="0.1"   />

            <identifier   Org="ISBN:3540660798"   Paper_ID="/88824.html"   Extracted="3540660798"   DDC="621.3815/422"   Normalized_DDC="6213815422"   Normalized_Weight="0.1"   />

      </rec>

      <rec   ID="/57652.html"   Type="unpublished"   CiteSeer_Book=""   CiteSeer_Volume=""   Title="{D}etermining   {M}ental   {S}tate   from   {EEG}   {S}ignals   {U}sing   {N}eural   {N}etworks,"   />

      <rec   ID="/574402.html"   Type="misc"   CiteSeer_Book=""   CiteSeer_Volume=""   Title="Segmentation   of   multispectral   magnetic   resonance   image   using   penalised   fuzzy   competitive   learning   network,"   />

      <rec   ID="/177562.html"   Type="article"   CiteSeer_Book="Image   and   Vision   Computing"   CiteSeer_Volume="12"   Title="Kohonen   networks   for   multiscale   image   segmentation,">

            <identifier   Org="ISBN:0123736420"   Paper_ID="/177562.html"   Extracted="0123736420"   DDC="664.07"   Normalized_DDC="66407"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0124932908"   Paper_ID="/177562.html"   Extracted="0124932908"   DDC="616.07/54"   Normalized_DDC="6160754"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0780327691"   Paper_ID="/177562.html"   Extracted="0780327691"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0780376676"   Paper_ID="/177562.html"   Extracted="0780376676"   />

            <identifier   Org="ISBN:0792372123"   Paper_ID="/177562.html"   Extracted="0792372123"   DDC="616.1/207"   Normalized_DDC="6161207"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0819440086"   Paper_ID="/177562.html"   Extracted="0819440086"   DDC="616.07/54"   Normalized_DDC="6160754"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:0819452831"   Paper_ID="/177562.html"   Extracted="0819452831"   DDC="616.07/54"   Normalized_DDC="6160754"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3540230602"   Paper_ID="/177562.html"   Extracted="3540230602"   DDC="006.42"   Normalized_DDC="00642"   Normalized_Weight="0.125"   />

            <identifier   Org="ISBN:3540633464"   Paper_ID="/177562.html"   Extracted="3540633464"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.125"   />

      </rec>

      <rec   ID="/552631.html"   Type="inproceedings"   CiteSeer_Book="ECCV   1"   CiteSeer_Volume=""   Title="Fast   Anisotropic   Gauss   Filtering,">

            <identifier   Org="ISBN:0780391349"   Paper_ID="/552631.html"   Extracted="0780391349"   />

            <identifier   Org="ISBN:3540261532"   Paper_ID="/552631.html"   Extracted="3540261532"   />

            <identifier   Org="ISBN:3540312196"   Paper_ID="/552631.html"   Extracted="3540312196"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.5"   />

            <identifier   Org="ISBN:3540437444"   Paper_ID="/552631.html"   Extracted="3540437444"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.5"   />

            <identifier   Org="ISBN:3540709312"   Paper_ID="/552631.html"   Extracted="3540709312"   />

      </rec>

      <rec   ID="/512489.html"   Type="inproceedings"   CiteSeer_Book="IPMI"   CiteSeer_Volume=""   Title="The   Use   of   Active   Shape   Models   for   Locating   Structures   in   Medical   Images,">

            <identifier   Org="ISBN:0120777908"   Paper_ID="/512489.html"   Extracted="0120777908"   DDC="616.07/54"   Normalized_DDC="6160754"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0126925356"   Paper_ID="/512489.html"   Extracted="0126925356"   DDC="612.8/2"   Normalized_DDC="61282"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0387312013"   Paper_ID="/512489.html"   Extracted="0387312013"   DDC="610.28"   Normalized_DDC="61028"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0750650788"   Paper_ID="/512489.html"   Extracted="0750650788"   DDC="006.37"   Normalized_DDC="00637"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:0819448338"   Paper_ID="/512489.html"   Extracted="0819448338"   />

            <identifier   Org="ISBN:3540204644"   Paper_ID="/512489.html"   Extracted="3540204644"   DDC="616.07/54/0285"   Normalized_DDC="61607540285"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540226753"   Paper_ID="/512489.html"   Extracted="3540226753"   DDC="616.07/54/0151"   Normalized_DDC="61607540151"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540229779"   Paper_ID="/512489.html"   Extracted="3540229779"   DDC="610/.28"   Normalized_DDC="61028"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540261532"   Paper_ID="/512489.html"   Extracted="3540261532"   />

            <identifier   Org="ISBN:3540293485"   Paper_ID="/512489.html"   Extracted="3540293485"   DDC="004"   Normalized_DDC="004"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540294112"   Paper_ID="/512489.html"   Extracted="3540294112"   DDC="616.07540285"   Normalized_DDC="61607540285"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540404988"   Paper_ID="/512489.html"   Extracted="3540404988"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540422455"   Paper_ID="/512489.html"   Extracted="3540422455"   />

            <identifier   Org="ISBN:3540437460"   Paper_ID="/512489.html"   Extracted="3540437460"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:354056800X"   Paper_ID="/512489.html"   Extracted="354056800X"   />

            <identifier   Org="ISBN:3540630465"   Paper_ID="/512489.html"   Extracted="3540630465"   DDC="616.07/54/0285"   Normalized_DDC="61607540285"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540676864"   Paper_ID="/512489.html"   Extracted="3540676864"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:3540732721"   Paper_ID="/512489.html"   Extracted="3540732721"   />

            <identifier   Org="ISBN:3540790381"   Paper_ID="/512489.html"   Extracted="3540790381"   DDC="610.28"   Normalized_DDC="61028"   Normalized_Weight="0.07142857142857142"   />

            <identifier   Org="ISBN:9812569928"   Paper_ID="/512489.html"   Extracted="9812569928"   />

      </rec>

      <rec   ID="/21908.html"   Type="inproceedings"   CiteSeer_Book="IJCAI"   CiteSeer_Volume=""   Title="A   Novelty   Detection   Approach   to   Classification,">

            <identifier   Org="ISBN:0262112450"   Paper_ID="/21908.html"   Extracted="0262112450"   />

            <identifier   Org="ISBN:0262201070"   Paper_ID="/21908.html"   Extracted="0262201070"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:0262571528"   Paper_ID="/21908.html"   Extracted="0262571528"   />

            <identifier   Org="ISBN:026258168X"   Paper_ID="/21908.html"   Extracted="026258168X"   DDC="612.8/2"   Normalized_DDC="61282"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:0262600420"   Paper_ID="/21908.html"   Extracted="0262600420"   DDC="006.3/2"   Normalized_DDC="00632"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:0780355296"   Paper_ID="/21908.html"   Extracted="0780355296"   DDC="006.3/2"   Normalized_DDC="00632"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:0819462977"   Paper_ID="/21908.html"   Extracted="0819462977"   />

            <identifier   Org="ISBN:0898715458"   Paper_ID="/21908.html"   Extracted="0898715458"   DDC="006.3/12"   Normalized_DDC="006312"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:1558607072"   Paper_ID="/21908.html"   Extracted="1558607072"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:1566768810"   Paper_ID="/21908.html"   Extracted="1566768810"   DDC="624.1/7"   Normalized_DDC="62417"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:1586032801"   Paper_ID="/21908.html"   Extracted="1586032801"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:184628175X"   Paper_ID="/21908.html"   Extracted="184628175X"   DDC="006.312"   Normalized_DDC="006312"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540404082"   Paper_ID="/21908.html"   Extracted="3540404082"   DDC="006.3/2"   Normalized_DDC="00632"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540425365"   Paper_ID="/21908.html"   Extracted="3540425365"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540437045"   Paper_ID="/21908.html"   Extracted="3540437045"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:354044016X"   Paper_ID="/21908.html"   Extracted="354044016X"   DDC="006.4"   Normalized_DDC="0064"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540675574"   Paper_ID="/21908.html"   Extracted="3540675574"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:3540712321"   Paper_ID="/21908.html"   Extracted="3540712321"   DDC="572.80285"   Normalized_DDC="57280285"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:4274905357"   Paper_ID="/21908.html"   Extracted="4274905357"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.058823529411764705"   />

            <identifier   Org="ISBN:9812565302"   Paper_ID="/21908.html"   Extracted="9812565302"   DDC="006.4"   Normalized_DDC="0064"   Normalized_Weight="0.058823529411764705"   />

      </rec>

      <rec   ID="/363030.html"   Type="misc"   CiteSeer_Book=""   CiteSeer_Volume=""   Title="LVQ   PAK:   A   program   package   for   the   correct   application   of   Learning   Vector   Quantization   algorithms,">

            <identifier   Org="ISBN:078031901X"   Paper_ID="/363030.html"   Extracted="078031901X"   DDC="006.3"   Normalized_DDC="0063"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:0780331931"   Paper_ID="/363030.html"   Extracted="0780331931"   DDC="621.382"   Normalized_DDC="621382"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:0780332113"   Paper_ID="/363030.html"   Extracted="0780332113"   DDC="006.3/2"   Normalized_DDC="00632"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:0780358465"   Paper_ID="/363030.html"   Extracted="0780358465"   />

            <identifier   Org="ISBN:0819440841"   Paper_ID="/363030.html"   Extracted="0819440841"   DDC="616.07/54"   Normalized_DDC="6160754"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:1558603581"   Paper_ID="/363030.html"   Extracted="1558603581"   />

            <identifier   Org="ISBN:1581137222"   Paper_ID="/363030.html"   Extracted="1581137222"   />

            <identifier   Org="ISBN:3540600981"   Paper_ID="/363030.html"   Extracted="3540600981"   DDC="006.4/54"   Normalized_DDC="006454"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:3540782397"   Paper_ID="/363030.html"   Extracted="3540782397"   DDC="006.3/1"   Normalized_DDC="00631"   Normalized_Weight="0.14285714285714285"   />

            <identifier   Org="ISBN:9810243731"   Paper_ID="/363030.html"   Extracted="9810243731"   DDC="006.3/7"   Normalized_DDC="00637"   Normalized_Weight="0.14285714285714285"   />

      </rec>

      <rec   ID="SELF"   Type="SELF"   CiteSeer_Book="SELF"   CiteSeer_Volume="SELF"   Title="Investigation   of   the   use   of   Neural   Networks   for   Computerised   Medical   Image   Analysis">

            <identifier   Org="ISBN:0124932908"   Paper_ID="SELF"   Extracted="0124932908"   DDC="616.07/54"   Normalized_DDC="6160754"   Normalized_Weight="1.0"   />

      </rec>

</references_metadata>

www.000webhost.com