Study | Mammograms | Dataset | Breast sampling | Texture features | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Year | Participating institutions | F/D | View | A | B | S1 | S2 | T1 | T2 | T3 | T4 | T5 |
Distinguishing or predicting cancer cases from controls | ||||||||||||
Byng et al. (1997) [60] | University of Toronto, Sunnybrook Health Science Centre, Ontario Cancer Institute | F | CC | 354P | 354 | x | Â | x | Â | Â | x | Â |
Torres-Mejia et al. (2005) [72] | LSHTM, Guy’s Hospital, UNAM, IPOFG | F | CC/MLO | 111P | 3100 | x |  | x |  |  | x |  |
Wu et al. (2008) [76] | University of Michigan | F | CC | 128C | 549 | x | Â | Â | Â | x | Â | Â |
Manduca et al. (2009) [66] | Mayo Clinic, Moffitt | F | CC/MLO | 246P | 522 | x | Â | x | x | x | x | x |
Wei et al. (2011) [73] | University of Michigan | F | CC | 136C | 246 | x | Â | Â | Â | x | Â | Â |
Nielsen et al. (2011) [61] | University of Copenhagen, Nordic Bioscience, Delft University of Technology, RadboudUMC, Mayo Clinic | F | MLO | 245P | 250 | x | Â | Â | Â | Â | x | x |
Brandt et al. (2011) [74] | University of Copenhagen, RadboudUMC, Synarc Imaging Technologies | F | MLO | 245P | 245 | Â | x | Â | Â | Â | x | Â |
Häberle et al. (2012) [56] | Erlangen University Hospital, Fraunhofer Institute for Integrated Circuits IIS, IMPRS, UCLA | F | CC | 864C | 418 | x |  | x | x | x | x | x |
Li et al. (2012) [84] | University of Chicago | D | CC | 75C | 328 | x | Â | x | x | Â | x | x |
Chen et al. (2014) [75] | University of Manchester | D | MLO | 50C | 50 | Â | x | Â | Â | Â | Â | x |
Nielsen et al. (2014) [64] | ​University of Copenhagen, Nordic Bioscience, Biomediq, RadboudUMC, Mayo Clinic | F | CC/MLO | 471P,C | 692 | x |  |  |  |  | x | x |
Li et al. (2014) [71] | University of Chicago | D | CC | 75C | 328 | x | Â | x | x | Â | Â | x |
Karemore et al. (2014) [89] | ​University of Copenhagen, RadboudUMC | F | MLO | 245P | 250 |  | x |  |  |  | x | x |
Zheng et al. (2015) [51] | University of Pennsylvania | D | MLO | 106C | 318 | Â | x | x | x | x | x | Â |
Sun et al. (2015) [53] | University of Texas, China Northeastern University, University of Oklahoma, TTUHS, Guiyang Medical University | D | CC | 141P | 199 | Â | x | x | x | Â | Â | x |
Tan et al. (2015) [77] | University of Texas, University of Oklahoma, University of Pittsburgh | D | CC/MLO | 812P | 1084 | x | Â | x | x | x | x | Â |
Tan et al. (2015) [78] | University of Oklahoma, University of Pittsburgh | D | CC/MLO | 430P | 440 | x | Â | Â | x | x | x | x |
Predicting the risk of carrying a high-risk genetic mutation | ||||||||||||
Huo et al. (2000) [80] | University of Chicago | F | CC | 15 | 143 | x | Â | x | x | Â | Â | x |
Huo et al. (2002) [55] | University of Chicago, University of Pennsylvania | F | CC | 30 | 142 | x | Â | x | x | Â | Â | x |
Li et al. (2004) [54] | University of Chicago, University of Pennsylvania | F | CC | 30 | 60 | x | Â | x | x | Â | x | x |
Li et al. (2005) [81] | University of Chicago | F | CC | 30 | 142 | x | Â | x | x | Â | x | x |
Li et al. (2007) [82] | University of Chicago | F | CC | 30 | 142 | x | Â | Â | Â | Â | x | Â |
Li et al. (2008) [83] | University of Chicago | F | CC | 30 | 142 | x | Â | Â | Â | Â | Â | x |
Li et al. (2012) [84] | University of Chicago | D | CC | 53 | 328 | x | Â | x | x | Â | x | x |
Li et al. (2014) [71] | University of Chicago | D | CC | 53 | 328 | x | Â | x | x | Â | Â | x |
Gierach et al. (2014) [85] | University of Chicago, NCI-NIH, Washington Radiology Associates, Genentech, USUHS, UCL, WRNMC, Westat Inc. | F | CC | 137 | 100 | x | Â | x | x | Â | x | x |