相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Semi-Supervised Deep Learning for Cell Type Identification From Single-Cell Transcriptomic Data
Xishuang Dong et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2023)
Identifying Cancer Subtypes Using a Residual Graph Convolution Model on a Sample Similarity Network
Wei Dai et al.
GENES (2022)
Single-cell RNA-seq data semi-supervised clustering and annotation via structural regularized domain adaptation
Liang Chen et al.
BIOINFORMATICS (2021)
Establishment of Novel DNA Methylation-Based Prostate Cancer Subtypes and a Risk-Predicting Eight-Gene Signature
Enchong Zhang et al.
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY (2021)
A novel DNA methylation signature is associated with androgen receptor activity and patient prognosis in bone metastatic prostate cancer
Erik Bovinder Ylitalo et al.
CLINICAL EPIGENETICS (2021)
Deep-learning approach to identifying cancer subtypes using high-dimensional genomic data
Runpu Chen et al.
BIOINFORMATICS (2020)
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
Davide Chicco et al.
BMC GENOMICS (2020)
Cancer subtype classification and modeling by pathway attention and propagation
Sangseon Lee et al.
BIOINFORMATICS (2020)
methCancer-gen: a DNA methylome dataset generator for user-specified cancer type based on conditional variational autoencoder
Joungmin Choi et al.
BMC BIOINFORMATICS (2020)
Epigenetic regulation in human cancer: the potential role of epi-drug in cancer therapy
Yuanjun Lu et al.
MOLECULAR CANCER (2020)
DNA methylation-based classification and identification of renal cell carcinoma prognosis-subgroups
Wenbiao Chen et al.
CANCER CELL INTERNATIONAL (2019)
DeepCC: a novel deep learning-based framework for cancer molecular subtype classification
Feng Gao et al.
ONCOGENESIS (2019)
Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma
Michele Ceccarelli et al.
CELL (2016)
Adjuvant chemotherapy and relative survival of patients with stage II colon cancer - A EURECCA international comparison between the Netherlands, Denmark, Sweden, England, Ireland, Belgium, and Lithuania
A. J. Breugom et al.
EUROPEAN JOURNAL OF CANCER (2016)
Multilevel Genomics-Based Taxonomy of Renal Cell Carcinoma
Fengju Chen et al.
CELL REPORTS (2016)
The Molecular Taxonomy of Primary Prostate Cancer
Adam Abeshouse et al.
CELL (2015)
Integrative Data Analysis of Multi-Platform Cancer Data with a Multimodal Deep Learning Approach
Muxuan Liang et al.
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2015)
The consensus molecular subtypes of colorectal cancer
Justin Guinney et al.
NATURE MEDICINE (2015)
A DNA methylation-based definition of biologically distinct breast cancer subtypes
Olafur A. Stefansson et al.
MOLECULAR ONCOLOGY (2015)
Integrated Genomic Characterization of Papillary Thyroid Carcinoma
Nishant Agrawal et al.
CELL (2014)
The Cancer Genome Atlas Pan-Cancer analysis project
John N. Weinstein et al.
NATURE GENETICS (2013)
Challenges in the Management of Stage II Colon Cancer
Efrat Dotan et al.
SEMINARS IN ONCOLOGY (2011)
Mutational Heterogeneity in Human Cancers: Origin and Consequences
Jesse J. Salk et al.
ANNUAL REVIEW OF PATHOLOGY-MECHANISMS OF DISEASE (2010)
Identification of Novel Methylation Markers in Hepatocellular Carcinoma using a Methylation Array
So Hyun Shin et al.
JOURNAL OF KOREAN MEDICAL SCIENCE (2010)
Epigenetic modifications and human disease
Anna Portela et al.
NATURE BIOTECHNOLOGY (2010)
Molecular subtypes of breast cancer are associated with characteristic DNA methylation patterns
Karolina Holm et al.
BREAST CANCER RESEARCH (2010)
DNA methylation epigenotypes in breast cancer molecular subtypes
Naiara G. Bediaga et al.
BREAST CANCER RESEARCH (2010)
Semi-Supervised Learning (Chapelle, O. et al., Eds.; 2006) [Book reviews]
O. Chapelle et al.
IEEE TRANSACTIONS ON NEURAL NETWORKS (2009)
Supervised Risk Predictor of Breast Cancer Based on Intrinsic Subtypes
Joel S. Parker et al.
JOURNAL OF CLINICAL ONCOLOGY (2009)
Repeated observation of breast tumor subtypes in independent gene expression data sets
T Sorlie et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2003)
Gene Expression Omnibus: NCBI gene expression and hybridization array data repository
R Edgar et al.
NUCLEIC ACIDS RESEARCH (2002)