Prediction of tumor location in prostate cancer tissue using a machine learning system on gene expression data

被引：0
|
作者：
Osama Hamzeh
Abedalrhman Alkhateeb
Julia Zheng
Srinath Kandalam
Luis Rueda
机构：
[1] School of Computer Science,Department of Biomedical Sciences
[2] University of Windsor,undefined
[3] University of Windsor,undefined
来源：
BMC Bioinformatics | / 21卷
关键词：
Machine learning; Classification; Biomarkers; Prostate cancer laterality;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Gene expression data classification using topology and machine learning models
    Dey, Tamal K.
    Mandal, Sayan
    Mukherjee, Soham
    BMC BIOINFORMATICS, 2022, 22 (SUPPL 10)
  • [42] Risk Prediction in Patients With Heart Failure With Preserved Ejection Fraction Using Gene Expression Data and Machine Learning
    Zhou, Liye
    Guo, Zhifei
    Wang, Bijue
    Wu, Yongqing
    Li, Zhi
    Yao, Hongmei
    Fang, Ruiling
    Yang, Haitao
    Cao, Hongyan
    Cui, Yuehua
    FRONTIERS IN GENETICS, 2021, 12
  • [43] Assessment of deep learning and transfer learning for cancer prediction based on gene expression data
    Hanczar, Blaise
    Bourgeais, Victoria
    Zehraoui, Farida
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [44] Assessment of deep learning and transfer learning for cancer prediction based on gene expression data
    Blaise Hanczar
    Victoria Bourgeais
    Farida Zehraoui
    BMC Bioinformatics, 23
  • [45] Outcome prediction in colorectal cancer using digitized tumor samples and machine learning
    Bychkov, Dmitrii
    Turkki, Riku
    Haglund, Caj
    Linder, Nina
    Lundin, Johan
    CANCER RESEARCH, 2017, 77
  • [46] Active learning using rough fuzzy classifier for cancer prediction from microarray gene expression data
    Halder, Anindya
    Kumar, Ansuman
    JOURNAL OF BIOMEDICAL INFORMATICS, 2019, 92
  • [47] Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data
    Lopez-Garcia, Guillermo
    Jerez, Jose M.
    Franco, Leonardo
    Veredas, Francisco J.
    PLOS ONE, 2020, 15 (03):
  • [48] The effect of tissue ischaemia on gene expression in prostate cancer
    不详
    EUROPEAN UROLOGY SUPPLEMENTS, 2006, 5 (02) : 47 - 47
  • [49] Multi -Class Prediction Using Machine Learning to Predict Pathologic Stage in Prostate Cancer
    Semwal, H.
    Sabbagh, A.
    Maroongroge, S.
    Li, Y. R.
    Glaser, S. M.
    Amini, A.
    Yuh, B.
    Yoshida, J.
    Liu, S.
    Mohamad, O.
    Lee, P.
    Wong, J. Y. C.
    Dandapani, S. V.
    Ladbury, C. J.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2024, 120 (02): : E582 - E582
  • [50] Microgrid Data Prediction Using Machine Learning
    Lautert, Renata Rodrigues
    Cambambi, Claudio Adriano C.
    Rangel, Camilo Alberto S.
    Canha, Luciane Neves
    de Freitas, Adriano Gomes
    Brignol, Wagner da Silva
    2023 15TH SEMINAR ON POWER ELECTRONICS AND CONTROL, SEPOC, 2023,
12345