Removing Batch Effects From Histopathological Images for Enhanced Cancer Diagnosis
Author:
, , , , ,Publisher:
Year
: 2014DOI: 10.1109/JBHI.2013.2276766
Keyword(s): bioinformatics,cancer,decision support systems,image representation,medical image processing,principal component analysis,tumours,cancer diagnosis,combined-batch prediction performance,computer-aided decision support systems,cross-batch prediction performance,feature-level batch effect removal method,feature-level normalization method,histopathological images,image-level batch effect removal method,imaging devices,patient samples,principal component variation analysis,quantitat
Collections
:
-
Statistics
Removing Batch Effects From Histopathological Images for Enhanced Cancer Diagnosis
Show full item record
| contributor author | Kothari, Sonal | |
| contributor author | Phan, John H. | |
| contributor author | Stokes, T.H. | |
| contributor author | Osunkoya, Adeboye O. | |
| contributor author | Young, Andrew N. | |
| contributor author | Wang, May Dongmei | |
| date accessioned | 2020-03-12T18:26:06Z | |
| date available | 2020-03-12T18:26:06Z | |
| date issued | 2014 | |
| identifier issn | 2168-2194 | |
| identifier other | 6575092.pdf | |
| identifier uri | https://libsearch.um.ac.ir:443/fum/handle/fum/958401?locale-attribute=en | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | Removing Batch Effects From Histopathological Images for Enhanced Cancer Diagnosis | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 7990850 | |
| subject keywords | bioinformatics | |
| subject keywords | cancer | |
| subject keywords | decision support systems | |
| subject keywords | image representation | |
| subject keywords | medical image processing | |
| subject keywords | principal component analysis | |
| subject keywords | tumours | |
| subject keywords | cancer diagnosis | |
| subject keywords | combined-batch prediction performance | |
| subject keywords | computer-aided decision support systems | |
| subject keywords | cross-batch prediction performance | |
| subject keywords | feature-level batch effect removal method | |
| subject keywords | feature-level normalization method | |
| subject keywords | histopathological images | |
| subject keywords | image-level batch effect removal method | |
| subject keywords | imaging devices | |
| subject keywords | patient samples | |
| subject keywords | principal component variation analysis | |
| subject keywords | quantitat | |
| identifier doi | 10.1109/JBHI.2013.2276766 | |
| journal title | Biomedical and Health Informatics, IEEE Journal of | |
| journal volume | 18 | |
| journal issue | 3 | |
| filesize | 1360336 | |
| citations | 0 |