AI as a new paradigm for risk-based screening for breast cancer

被引:7
作者
Houssami, Nehmat [1 ]
Kerlikowske, Karla [2 ,3 ]
机构
[1] Univ Sydney, Daffodil Ctr, Sydney, NSW, Australia
[2] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USA
关键词
MAMMOGRAPHY;
D O I
10.1038/s41591-021-01649-3
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
AI may represent a new tool in the risk assessment and screening pathway of breast cancer. To realise its potential, the effect of AI-supported decisions on relevant clinical outcomes must be prospectively evaluated.
引用
收藏
页码:29 / 30
页数:2
相关论文
共 12 条
[1]   Test sensitivity of mammography and mean sojourn time over 40 years of breast cancer screening in Nijmegen (The Netherlands) [J].
Aarts, A. M. W. M. ;
Duffy, S. W. ;
Geurts, S. M. E. ;
Vulkan, D. P. ;
Otten, J. D. M. ;
Hsu, C-Y ;
Chen, T. H. H. ;
Verbeek, A. L. M. ;
Broeders, M. J. M. .
JOURNAL OF MEDICAL SCREENING, 2019, 26 (03) :147-153
[2]   Comparative Validation of Breast Cancer Risk Prediction Models and Projections for Future Risk Stratification [J].
Choudhury, Parichoy Pal ;
Wilcox, Amber N. ;
Brook, Mark N. ;
Zhang, Yan ;
Ahearn, Thomas ;
Orr, Nick ;
Coulson, Penny ;
Schoemaker, Minouk J. ;
Jones, Michael E. ;
Gail, Mitchell H. ;
Swerdlow, Anthony J. ;
Chatterjee, Nilanjan ;
Garcia-Closas, Montserrat .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2020, 112 (03) :278-285
[3]   Identification of Women at High Risk of Breast Cancer Who Need Supplemental Screening [J].
Eriksson, Mikael ;
Czene, Kamila ;
Strand, Fredrik ;
Zackrisson, Sophia ;
Lindholm, Peter ;
Lang, Kristina ;
Fornvik, Daniel ;
Sartor, Hanna ;
Mavaddat, Nasim ;
Easton, Doug ;
Hall, Per .
RADIOLOGY, 2020, 297 (02) :327-333
[4]   The WISDOM Study: breaking the deadlock in the breast cancer screening debate [J].
Esserman, Laura J. .
NPJ BREAST CANCER, 2017, 3
[5]   Interval breast cancers in the 'screening with tomosynthesis or standard mammography' (STORM) population-based trial [J].
Houssami, Nehmat ;
Bernardi, Daniela ;
Caumo, Francesca ;
Brunelli, Silvia ;
Fanto, Carmine ;
Valentini, Marvi ;
Romanucci, Giovanna ;
Gentilini, Maria A. ;
Zorzi, Manuel ;
Macaskill, Petra .
BREAST, 2018, 38 :150-153
[6]   Advanced Breast Cancer Definitions by Staging System Examined in the Breast Cancer Surveillance Consortium [J].
Kerlikowske, Karla ;
Bissell, Michael C. S. ;
Sprague, Brian L. ;
Buist, Diana S. M. ;
Henderson, Louise M. ;
Lee, Janie M. ;
Miglioretti, Diana L. .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2021, 113 (07) :909-916
[7]   Breast-Cancer Screening - Viewpoint of the IARC Working Group [J].
Lauby-Secretan, Beatrice ;
Scoccianti, Chiara ;
Loomis, Dana ;
Benbrahim-Tallaa, Lamia ;
Bouvard, Veronique ;
Bianchini, Franca ;
Straif, Kurt .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (24) :2353-2358
[8]   Personalized early detection and prevention of breast cancer: ENVISION consensus statement [J].
Pashayan, Nora ;
Antoniou, Antonis C. ;
Ivanus, Urska ;
Esserman, Laura J. ;
Easton, Douglas F. ;
French, David ;
Sroczynski, Gaby ;
Hall, Per ;
Cuzick, Jack ;
Evans, D. Gareth ;
Simard, Jacques ;
Garcia-Closas, Montserrat ;
Schmutzler, Rita ;
Wegwarth, Odette ;
Pharoah, Paul ;
Moorthie, Sowmiya ;
De Montgolfier, Sandrine ;
Baron, Camille ;
Herceg, Zdenko ;
Turnbull, Clare ;
Balleyguier, Corinne ;
Rossi, Paolo Giorgi ;
Wesseling, Jelle ;
Ritchie, David ;
Tischkowitz, Marc ;
Broeders, Mireille ;
Reisel, Dan ;
Metspalu, Andres ;
Callender, Thomas ;
de Koning, Harry ;
Devilee, Peter ;
Delaloge, Suzette ;
Schmidt, Marjanka K. ;
Widschwendter, Martin .
NATURE REVIEWS CLINICAL ONCOLOGY, 2020, 17 (11) :687-705
[9]   10-year performance of four models of breast cancer risk:a validation study [J].
Terry, Mary Beth ;
Liao, Yuyan ;
Whittemore, Alice S. ;
Leoce, Nicole ;
Buchsbaum, Richard ;
Zeinotnar, Nur ;
Dite, Gillian S. ;
Chung, Wendy K. ;
Knight, Julia A. ;
Southey, Melissa C. ;
Milne, Roger L. ;
Goldgar, David ;
Giles, Graham G. ;
McLachlan, Sue-Anne ;
Friedlander, Michael L. ;
Weideman, Prue C. ;
Glendon, Gord ;
Nesci, Stephanie ;
Andrulis, Irene L. ;
John, Esther M. ;
Phillips, Kelly-Anne ;
Daly, Mary B. ;
Buys, Saundra S. ;
Hopper, John L. ;
MacInnis, Roberti .
LANCET ONCOLOGY, 2019, 20 (04) :504-517
[10]   Breast Density and Benign Breast Disease: Risk Assessment to Identify Women at High Risk of Breast Cancer [J].
Tice, Jeffrey A. ;
Miglioretti, Diana L. ;
Li, Chin-Shang ;
Vachon, Celine M. ;
Gard, Charlotte C. ;
Kerlikowske, Karla .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (28) :3137-+