mammographyscreeningdatabase乳腺digital数字化 1THEDIGITALDATABASEFORSCREENINGMAMMOGRAPHYM.Heath1,K.Bowyer1,D.Kopans2,R.Moore2andP.KegelmeyerJr.3E-mail:heath@csee.usf.edu,kwb@csee.usf.edu,1DepartmentofComputerSci.&Eng.,UniversityofSouthFlorida,Tampa,FL33620,USA2DepartmentofRadiology,MassachusettsGenera...
, Eds., Proceedings of the 4th International Workshop on Digital Mammography, Nijmegen, The Netherlands , Dordrecht, The Netherlands: Kluwer Academic, pp. 457–460, 1998.Heath,M.; Bowyer,K.W.; D.K.,et al., Current status of the digital database for screening mammography , in: Karsse...
The Digital Database for Screening Mammography (DDSM) is an invaluable resource for digital mammography research. However, there are two particular shortcomings that can pose a significant barrier to many of those who may want to use the resource: 1) the actual mammographic image data is encoded...
synthesizing data similar to real sample images. However, we observed that benchmark datasets with regions of interest (ROIs) for characterizing abnormalities in breast cancer using digital mammography do not contain sufficient data with a fair distribution of all cases of abnormalities. For instance, ...
Experimentation with the dataset combining those from the Mammographic Image Analysis Society (MIAS)92and the Curated Breast Imaging Subset (CBIS) of the Digital Database for Screening Mammography (DDSM + CBIS)93was applied to the method described in this study. The two datasets have samples ...
The Digital Database for Screening Mammography (DDSM) was used in this work for the acquisition of mammograms. The taxonomic diversity index (Δ) and the taxonomic distinctness (Δ()), which were originally used in ecology, were used to describe the texture of the regions of interest. These ...
v3.1 written by me (Anmol Sharma, Undergrad Engineering Student at DAVIET Jalandhar) to greatly simplify downloading, converting, viewing and extracting annotations from the Digital Database for Screening Mammography (DDSM) database available here:http://marathon.csee.usf.edu/Mammography/Database.html...
Results show that the method achieves 99.73% accuracy, 99.41% sensitivity, 99.84% specificity, and a receiver operating characteristic (ROC) curve with a value of one when using images of the Digital Database for Screening Mammography. An accuracy of 100% is achieved when using the Mammography ...
The proposed method is tested totally on 400 mammograms from two well-known digitized datasets (digital database for screening mammography and mammography image analysis society database), achieving the average detection rate of 93.25%. By comparing with the region-based model with bias field (...
Digital Data Warfare Digital Database Digital Database for Screening Mammography Digital Dead Reckoning Tracer Digital Decision Display System Digital Decoder Drive Unit Digital Decoder Driver Unit Digital Defensive Systems Test Line Digital Definition Exchange Digital Delay Array Loudspeaker Digital delay gener...