Prediction of CDK inhibitor efficacy in ER+/HER2-breast cancer using machine learning algorithms

被引：1
|
作者：
Mason, Jeremy [1 ]
Gong, Yutao [1 ]
Amiri-Kordestani, Laleh [1 ]
Wedam, Suparna [1 ]
Gao, Jennifer J. [1 ]
Singh, Harpreet [1 ]
Pazdur, Richard [1 ]
Kuhn, Peter [2 ]
Blumenthal, Gideon [1 ]
Beaver, Julia A. [1 ]
机构：
[1] US FDA, Silver Spring, MD USA
[2] Univ Southern Calif, Los Angeles, CA 90007 USA
来源：
CANCER RESEARCH | 2020年 / 80卷 / 04期
关键词：
D O I：
10.1158/1538-7445.SABCS19-PD2-07
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
PD2-07
引用
收藏
页数：2
相关论文
共 50 条
  • [41] Prediction of Breast Cancer using Machine Learning Algorithms
    Mangal, Anuj
    Jain, Vinod
    [J]. PROCEEDINGS OF THE 2021 FIFTH INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC 2021), 2021, : 464 - 466
  • [42] The EndoPredict score provides prognostic information on late distant metastases in ER+/HER2-breast cancer patients
    Dubsky, P.
    Brase, J. C.
    Jakesz, R.
    Rudas, M.
    Singer, C. F.
    Greil, R.
    Dietze, O.
    Luisser, I.
    Klug, E.
    Sedivy, R.
    Bachner, M.
    Mayr, D.
    Schmidt, M.
    Gehrmann, M. C.
    Petry, C.
    Weber, K. E.
    Fisch, K.
    Kronenwett, R.
    Gnant, M.
    Filipits, M.
    [J]. BRITISH JOURNAL OF CANCER, 2013, 109 (12) : 2959 - 2964
  • [43] Identification of proteomics-based biomarkers for ER+/HER2-breast cancer stratification: Implications on clinical outcome
    Wang, Guisong
    Shah, Punit
    Searfoss, Rick
    Campbell, J. Leigh Fantacone
    Hooke, Jeffrey A.
    Deyarmin, Brenda
    Zingmark, Rebecca N.
    Somiari, Stella
    Liu, Jianfang
    Kvecher, Leonid
    Sturtz, Lori A.
    Raj-Kumar, Praveen-Kumar
    Granger, Elder
    Vahdat, Linda
    Cutler, Mary L.
    Sarangarajan, Rangaprasad
    Hu, Hai
    Kiebish, Michael A.
    Kovatich, Albert J.
    Narain, Niven R.
    Shriver, Craig D.
    [J]. CANCER RESEARCH, 2021, 81 (04)
  • [44] CDK4/6 INHIBITION IMPROVES SURVIVAL IN ER+, HER2- BREAST CANCER
    不详
    [J]. CANCER DISCOVERY, 2015, 5 (02) : 107 - 107
  • [45] Genomic Landscape of ER+/HER2-metastatic breast cancer as a function of prior treatment with a CDK4/6 inhibitor
    Chica-Parrado, M. Rosario
    Chica-Parrado, M. Rosario
    Lin, Chang-Ching
    Mahoney, Timothy
    Mauer, Elizabeth
    Hanker, Ariella
    Arteaga, Carlos
    [J]. CANCER RESEARCH, 2023, 83 (05)
  • [46] Prognostic value of breast MRI characteristics before and during neoadjuvant endocrine therapy in patients with ER+/HER2-breast cancer
    Ragusi, Max A. A.
    Winter-Warnars, Gonneke A. O.
    Wesseling, Jelle
    Linn, Sabine C.
    Beets-Tan, Regina G.
    van der Velden, Bas H. M.
    Elias, Sjoerd G.
    Gilhuijs, Kenneth G. A.
    Loo, Claudette E.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2021, 94 (1123):
  • [47] Early risk stratification of ER+/HER2-breast cancer patients using digital pathology and multi-task, weakly-supervised deep learning
    Kaczmarzyk, Jakub R.
    Torre-Healy, Luke A.
    Moffitt, Richard A.
    Gupta, Rajarsi
    Hamilton, Alina M.
    Kurc, Tahsin M.
    Hoadley, Katherine A.
    Troester, Melissa A.
    Saltz, Joel H.
    [J]. CANCER RESEARCH, 2024, 84 (03)
  • [48] Subcellular MLH1 protein as first in class biomarker for CDK4/6 response in endocrine resistant ER+/HER2-breast cancer
    Mazumder, Aloran
    Oropeza, Elena
    Punturi, Nindo
    Haricharan, Svasti
    [J]. CANCER RESEARCH, 2024, 84 (06)
  • [49] Genomic characterization and oncology outcomes of a locally advanced ER+/HER2-breast cancer cohort treated with neoadjuvant chemotherapy
    Abreu, Maira
    Furlan, Larissa
    Ma, Yutong
    Chen, Hanlin
    Ferreira, Carla
    Fares, Aline
    Constantino, Eduardo
    Nora, Gustavo R.
    Lucio, Gabriela
    Colombo, Tatiana
    Liu, Rui
    Wu, Xue
    Ou, Qiuxiang
    Araujo, Daniel V.
    [J]. CANCER RESEARCH, 2023, 83 (05)
  • [50] Decentral gene expression analysis for ER+/Her2-breast cancer: results of a proficiency testing program for the EndoPredict assay
    Denkert, Carsten
    Kronenwett, Ralf
    Schlake, Werner
    Bohmann, Kerstin
    Penzel, Roland
    Weber, Karsten E.
    Hoefler, Heinz
    Lehmann, Ulrich
    Schirmacher, Peter
    Specht, Katja
    Rudas, Margaretha
    Kreipe, Hans-Heinrich
    Schraml, Peter
    Schlake, Gudrun
    Bago-Horvath, Zsuzsanna
    Tiecke, Frank
    Varga, Zsuzsanna
    Moch, Holger
    Schmidt, Marcus
    Prinzler, Judith
    Kerjaschki, Dontscho
    Sinn, Bruno Valentin
    Mueller, Berit Maria
    Filipits, Martin
    Petry, Christoph
    Dietel, Manfred
    [J]. VIRCHOWS ARCHIV, 2012, 460 (03) : 251 - 259
12345