Cargando…

Integrating ensemble systems biology feature selection and bimodal deep neural network for breast cancer prognosis prediction

Breast cancer is a heterogeneous disease. To guide proper treatment decisions for each patient, robust prognostic biomarkers, which allow reliable prognosis prediction, are necessary. Gene feature selection based on microarray data is an approach to discover potential biomarkers systematically. Howe...

Descripción completa

Detalles Bibliográficos
Autores principales:	Cheng, Li-Hsin, Hsu, Te-Cheng, Lin, Che
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295302/ https://www.ncbi.nlm.nih.gov/pubmed/34290286 http://dx.doi.org/10.1038/s41598-021-92864-y

Ejemplares similares

An integrated approach to identify bimodal genes associated with prognosis in câncer
por: Justino, Josivan Ribeiro, et al.
Publicado: (2021)

An Efficient Ensemble Binarized Deep Neural Network on Chip with Perception-Control Integrated †
por: He, Wei, et al.
Publicado: (2021)

Deep Learning Based Feature Selection and Ensemble Learning for Sintering State Recognition
por: Xu, Xinran, et al.
Publicado: (2023)

Road Surface Classification Using a Deep Ensemble Network with Sensor Feature Selection
por: Park, Jongwon, et al.
Publicado: (2018)

Optimization-Based Ensemble Feature Selection Algorithm and Deep Learning Classifier for Parkinson's Disease
por: Sabeena, B., et al.
Publicado: (2022)

Bearing Fault Diagnosis with a Feature Fusion Method Based on an Ensemble Convolutional Neural Network and Deep Neural Network
por: Li, Hongmei, et al.
Publicado: (2019)

Visual ensemble selection of deep convolutional neural networks for 3D segmentation of breast tumors on dynamic contrast enhanced MRI
por: Rahimpour, Masoomeh, et al.
Publicado: (2022)

A combinational feature selection and ensemble neural network method for classification of gene expression data
por: Liu, Bing, et al.
Publicado: (2004)

Automated Counting of Cancer Cells by Ensembling Deep Features
por: Liu, Qian, et al.
Publicado: (2019)

Approach for Detecting Attacks on IoT Networks Based on Ensemble Feature Selection and Deep Learning Models
por: Rihan , Shaza Dawood Ahmed, et al.
Publicado: (2023)

Nested ensemble selection: An effective hybrid feature selection method
por: Kamalov, Firuz, et al.
Publicado: (2023)

Severity Classification of Conjunctival Hyperaemia by Deep Neural Network Ensembles
por: Masumoto, Hiroki, et al.
Publicado: (2019)

Deep neural networks ensemble for detecting medication mentions in tweets
por: Weissenbacher, Davy, et al.
Publicado: (2019)

EDNC: Ensemble Deep Neural Network for COVID-19 Recognition
por: Yang, Lin, et al.
Publicado: (2022)

Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network
por: Elgin Christo, V. R., et al.
Publicado: (2019)

Bimodal gene expression patterns in breast cancer
por: Bessarabova, Marina, et al.
Publicado: (2010)

Discriminative and informative features for biomolecular text mining with ensemble feature selection
por: Van Landeghem, Sofie, et al.
Publicado: (2010)

Prediction of Lysine Ubiquitylation with Ensemble Classifier and Feature Selection
por: Zhao, Xiaowei, et al.
Publicado: (2011)

Megaripple mechanics: bimodal transport ingrained in bimodal sands
por: Tholen, Katharina, et al.
Publicado: (2022)

Learning from small medical data—robust semi-supervised cancer prognosis classifier with Bayesian variational autoencoder
por: Hsu, Te-Cheng, et al.
Publicado: (2023)

DeepFeature: feature selection in nonimage data using convolutional neural network
por: Sharma, Alok, et al.
Publicado: (2021)

Research on Chinese Speech Emotion Recognition Based on Deep Neural Network and Acoustic Features
por: Lee, Ming-Che, et al.
Publicado: (2022)

An integrated framework for breast mass classification and diagnosis using stacked ensemble of residual neural networks
por: Baccouche, Asma, et al.
Publicado: (2022)

A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks
por: Ma, Tao, et al.
Publicado: (2016)

Processing bimodal stimuli: integrality/separability of color and orientation
por: Bimler, David L., et al.
Publicado: (2013)

Selective attention decoding in bimodal cochlear implant users
por: Dolhopiatenko, Hanna, et al.
Publicado: (2023)

Deep Neural Networks for Optimal Selection of Features Related to Flu
por: Tarakeswara Rao, B., et al.
Publicado: (2022)

An ensemble of features based deep learning neural network for reduction of inappropriate atrial fibrillation detection in implantable cardiac monitors
por: Sarkar, Shantanu, et al.
Publicado: (2022)

uEFS: An efficient and comprehensive ensemble-based feature selection methodology to select informative features
por: Ali, Maqbool, et al.
Publicado: (2018)

Deviation-support based fuzzy ensemble of multi-modal deep learning classifiers for breast cancer prognosis prediction
por: Arya, Nikhilanand, et al.
Publicado: (2023)

Proton-enabled activation of peptide materials for biological bimodal memory
por: Song, Min-Kyu, et al.
Publicado: (2020)

Automatic Cancer Cell Taxonomy Using an Ensemble of Deep Neural Networks
por: Choe, Se-woon, et al.
Publicado: (2022)

Multi-region electricity demand prediction with ensemble deep neural networks
por: Irfan, Muhammad, et al.
Publicado: (2023)

Breast Cancer Detection in Mammography Images Using Deep Convolutional Neural Networks and Fuzzy Ensemble Modeling Techniques
por: Altameem, Ayman, et al.
Publicado: (2022)

Deep neural networks learn by using human-selected electrocardiogram features and novel features
por: Attia, Zachi I, et al.
Publicado: (2021)

Ensemble Learning-Based Feature Selection for Phage Protein Prediction
por: Liu, Songbo, et al.
Publicado: (2022)

Ensemble learning-based feature selection for phosphorylation site detection
por: Liu, Songbo, et al.
Publicado: (2022)

Overall survival prediction of non-small cell lung cancer by integrating microarray and clinical data with deep learning
por: Lai, Yu-Heng, et al.
Publicado: (2020)

DeepLocate: Smartphone Based Indoor Localization with a Deep Neural Network Ensemble Classifier
por: Ashraf, Imran, et al.
Publicado: (2019)

Evidence for multisensory integration in the elicitation of prior entry by bimodal cues
por: Barrett, Doug J. K., et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_ac656q18guqs2g23tdi74gtrtq