Clinical outcome prediction of prostate cancer using machine learning based on fusion gene detection.

被引:0
|
作者
Luo, Jian-Hua [1 ]
Liu, Silvia [1 ]
Yu, Yan-Ping [1 ]
机构
[1] Univ Pittsburgh, Pittsburgh, PA USA
关键词
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
LB150
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Fusion Gene Detection in Prostate Cancer Samples Enhances the Prediction of Prostate Cancer Clinical Outcomes from Radical Prostatectomy through Machine Learning in a Multi-Institutional Analysis
    Yu, Yan-Ping
    Liu, Silvia
    Ren, Bao-Guo
    Nelson, Joel
    Jarrard, David
    Brooks, James D.
    Michalopoulos, George
    Tseng, George
    Luo, Jian-Hua
    [J]. AMERICAN JOURNAL OF PATHOLOGY, 2023, 193 (04): : 392 - 403
  • [2] Fusion gene transcripts to predict prostate cancer clinical outcome
    Luo, Jianhua
    Liu, Silvia
    Yu, Yanping
    [J]. FASEB JOURNAL, 2022, 36
  • [3] Clinically Consistent Prostate Cancer Outcome Prediction Models with Machine Learning
    Vallon, J. J.
    Panjwani, N.
    Ling, X.
    Vij, S.
    Pollom, E.
    Bagshaw, H. P.
    Srinivas, S.
    Leppert, J.
    Bayati, M.
    Buyyounouski, M. K.
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 114 (03): : E126 - E127
  • [4] Machine Learning for Clinical Outcome Prediction
    Shamout, Farah
    Zhu, Tingting
    Clifton, David A.
    [J]. IEEE REVIEWS IN BIOMEDICAL ENGINEERING, 2021, 14 : 116 - 126
  • [5] PREDICTION OF CLINICAL OUTCOME IN AORTIC STENOSIS USING MACHINE LEARNING
    Namasivayam, Mayooran
    Myers, Paul
    Guttag, John
    Picard, Michael
    Hung, Judy
    Stultz, Collin
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2020, 75 (11) : 2181 - 2181
  • [6] Prediction System for Prostate Cancer Recurrence Using Machine Learning
    Lee, Sun Jung
    Yu, Sung Hye
    Kim, Yejin
    Kim, Jae Kwon
    Hong, Jun Hyuk
    Kim, Choung-Soo
    Seo, Seong Il
    Byun, Seok-Soo
    Jeong, Chang Wook
    Lee, Ji Youl
    Choi, In Young
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (04):
  • [7] Prediction of Prostate Cancer using Ensemble of Machine Learning Techniques
    Oyewo, O. A.
    Boyinbode, O. K.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (03) : 149 - 154
  • [8] Graph based fusion of miRNA and mRNA expression data improves clinical outcome prediction in prostate cancer
    Gade, Stephan
    Porzelius, Christine
    Faelth, Maria
    Brase, Jan C.
    Wuttig, Daniela
    Kuner, Ruprecht
    Binder, Harald
    Sueltmann, Holger
    Beissbarth, Tim
    [J]. BMC BIOINFORMATICS, 2011, 12
  • [9] Graph based fusion of miRNA and mRNA expression data improves clinical outcome prediction in prostate cancer
    Stephan Gade
    Christine Porzelius
    Maria Fälth
    Jan C Brase
    Daniela Wuttig
    Ruprecht Kuner
    Harald Binder
    Holger Sültmann
    Tim Beißbarth
    [J]. BMC Bioinformatics, 12
  • [10] PET-CT Fusion Based Outcome Prediction in Lung Cancer using Deep and Handcrafted Radiomics Features and Machine Learning
    Gorji, Arman
    Jouzdani, Ali Fathi
    Sanati, Nima
    Hosseinzadeh, Mahdi
    Mahboubisarighieh, Ali
    Rezaeijo, Seyed Masoud
    Maghsudi, Mehdi
    Moore, Sara
    Bonnie, Leung
    Uribe, Carlos
    Ho, Cheryl
    Rahmim, Arman
    Salmanpour, Mohammad R.
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2023, 64