TY - GEN
T1 - Notice of Removal
T2 - 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015
AU - Morotomi, Emi
AU - Tanaka, Toshiyuki
N1 - Publisher Copyright:
© 2015 The Society of Instrument and Control Engineers-SICE.
PY - 2015/9/30
Y1 - 2015/9/30
N2 - In histopathological diagnosis, pathologists observe the biopsy images and diagnose the tumor grade. However, the number of pathologists has been decreasing, so the demand for cancer diagnosis support system has been increasing in recent years. Therefore, this study proposes the method for automatic classification to two classes which are neoplastic lesion, and non-neoplastic lesion. Our method consists of image inputting, region extraction, feature calculation, and discriminant analysis. As the result, our method showed 93.33% accuracy on the neoplastic lesion, and 82.86% accuracy on the non-neoplastic lesion.
AB - In histopathological diagnosis, pathologists observe the biopsy images and diagnose the tumor grade. However, the number of pathologists has been decreasing, so the demand for cancer diagnosis support system has been increasing in recent years. Therefore, this study proposes the method for automatic classification to two classes which are neoplastic lesion, and non-neoplastic lesion. Our method consists of image inputting, region extraction, feature calculation, and discriminant analysis. As the result, our method showed 93.33% accuracy on the neoplastic lesion, and 82.86% accuracy on the non-neoplastic lesion.
KW - Automatic classification
KW - Gastric biopsy
KW - Image processing
UR - http://www.scopus.com/inward/record.url?scp=84960097304&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84960097304&partnerID=8YFLogxK
U2 - 10.1109/SICE.2015.7285506
DO - 10.1109/SICE.2015.7285506
M3 - Conference contribution
AN - SCOPUS:84960097304
T3 - 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015
SP - 60
EP - 63
BT - 2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan, SICE 2015
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 28 July 2015 through 30 July 2015
ER -