Using an MRI-based radiomics model to predict recurrence of endometrial cancer: a step towards meeting a key clinical need

被引:1
作者
Hoivik, Erling A. [1 ,2 ]
机构
[1] Univ Bergen, Ctr Canc Biomarkers CCBIO, Dept Clin Med, Bergen, Norway
[2] Haukeland Hosp, Dept Pathol, Bergen, Norway
关键词
D O I
10.1007/s00330-023-09764-0
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页码:5812 / 5813
页数:2
相关论文
共 10 条
[1]   Development of prediction models for lymph node metastasis in endometrioid endometrial carcinoma [J].
Berg, Hege F. ;
Ju, Zhenlin ;
Myrvold, Madeleine ;
Fasmer, Kristine E. ;
Halle, Mari K. ;
Hoivik, Erling A. ;
Westin, Shannon N. ;
Trovik, Jone ;
Haldorsen, Ingfrid S. ;
Mills, Gordon B. ;
Krakstad, Camilla ;
Werner, Henrica M. J. .
BRITISH JOURNAL OF CANCER, 2020, 122 (07) :1014-1022
[2]   ESGO/ESTRO/ESP guidelines for the management of patients with endometrial carcinoma [J].
Concin, Nicole ;
Matias-Guiu, Xavier ;
Vergote, Ignace ;
Cibula, David ;
Mirza, Mansoor Raza ;
Marnitz, Simone ;
Ledermann, Jonathan ;
Bosse, Tjalling ;
Chargari, Cyrus ;
Fagotti, Anna ;
Fotopoulou, Christina ;
Gonzalez Martin, Antonio ;
Lax, Sigurd ;
Lorusso, Domenica ;
Marth, Christian ;
Morice, Philippe ;
Nout, Remi A. ;
O'Donnell, Dearbhaile ;
Querleu, Denis ;
Raspollini, Maria Rosaria ;
Sehouli, Jalid ;
Sturdza, Alina ;
Taylor, Alexandra ;
Westermann, Anneke ;
Wimberger, Pauline ;
Colombo, Nicoletta ;
Planchamp, Francois ;
Creutzberg, Carien L. .
INTERNATIONAL JOURNAL OF GYNECOLOGICAL CANCER, 2021, 31 (01) :12-39
[3]   A radiogenomics application for prognostic profiling of endometrial cancer [J].
Hoivik, Erling A. ;
Hodneland, Erlend ;
Dybvik, Julie A. ;
Wagner-Larsen, Kari S. ;
Fasmer, Kristine E. ;
Berg, Hege F. ;
Halle, Mari K. ;
Haldorsen, Ingfrid S. ;
Krakstad, Camilla .
COMMUNICATIONS BIOLOGY, 2021, 4 (01)
[4]   Prediction of endometrial cancer recurrence by using a novel machine learning algorithm: An Israeli gynecologic oncology group study [J].
Houri, Ohad ;
Gil, Yotam ;
Gemer, Ofer ;
Helpman, Limor ;
Vaknin, Zvi ;
Lavie, Ofer ;
Ben Arie, Alon ;
Amit, Amnon ;
Levy, Tally ;
Namazov, Ahmet ;
Ben Shachar, Inbar ;
Atlas, Ilan ;
Bruchim, Ilan ;
Eitan, Ram .
JOURNAL OF GYNECOLOGY OBSTETRICS AND HUMAN REPRODUCTION, 2022, 51 (09)
[5]   Assessment of Intratumoral and Peritumoral Computed Tomography Radiomics for Predicting Pathological Complete Response to Neoadjuvant Chemoradiation in Patients With Esophageal Squamous Cell Carcinoma [J].
Hu, Yihuai ;
Xie, Chenyi ;
Yang, Hong ;
Ho, Joshua W. K. ;
Wen, Jing ;
Han, Lujun ;
Chiu, Keith W. H. ;
Fu, Jianhua ;
Vardhanabhuti, Varut .
JAMA NETWORK OPEN, 2020, 3 (09)
[6]   Development and validation of MRI-based radiomics model to predict recurrence risk in patients with endometrial cancer: a multicenter study [J].
Lin, Zijing ;
Wang, Ting ;
Li, Qiong ;
Bi, Qiu ;
Wang, Yaoxin ;
Luo, Yingwei ;
Feng, Feng ;
Xiao, Meiling ;
Gu, Yajia ;
Qiang, Jinwei ;
Li, Haiming .
EUROPEAN RADIOLOGY, 2023, 33 (08) :5814-5824
[7]   Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries [J].
Sung, Hyuna ;
Ferlay, Jacques ;
Siegel, Rebecca L. ;
Laversanne, Mathieu ;
Soerjomataram, Isabelle ;
Jemal, Ahmedin ;
Bray, Freddie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (03) :209-249
[8]   From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment [J].
Swanson, Kyle ;
Wu, Eric ;
Zhang, Angela ;
Alizadeh, Ash A. ;
Zou, James .
CELL, 2023, 186 (08) :1772-1791
[9]   Machine learning-based prediction of microsatellite instability and high tumor mutation burden from contrast-enhanced computed tomography in endometrial cancers [J].
Veeraraghavan, Harini ;
Friedman, Claire F. ;
DeLair, Deborah F. ;
Nincevic, Josip ;
Himoto, Yuki ;
Bruni, Silvio G. ;
Cappello, Giovanni ;
Petkovska, Iva ;
Nougaret, Stephanie ;
Nikolovski, Ines ;
Zehir, Ahmet ;
Abu-Rustum, Nadeem R. ;
Aghajanian, Carol ;
Zamarin, Dmitriy ;
Cadoo, Karen A. ;
Diaz, Luis A., Jr. ;
Leitao, Mario M., Jr. ;
Makker, Vicky ;
Soslow, Robert A. ;
Mueller, Jennifer J. ;
Weigelt, Britta ;
Lakhman, Yulia .
SCIENTIFIC REPORTS, 2020, 10 (01)
[10]   MRI-based radiomics and ADC values are related to recurrence of endometrial carcinoma: a preliminary analysis [J].
Zhang, Kaiyue ;
Zhang, Yu ;
Fang, Xin ;
Dong, Jiangning ;
Qian, Liting .
BMC CANCER, 2021, 21 (01)