Cargando…

Immune subtype identification and multi-layer perceptron classifier construction for breast cancer

INTRODUCTION: Breast cancer is a heterogeneous tumor. Tumor microenvironment (TME) has an important effect on the proliferation, metastasis, treatment, and prognosis of breast cancer. METHODS: In this study, we calculated the relative proportion of tumor infiltrating immune cells (TIICs) in the brea...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Xinbo, Zheng, Yuanjie, Xing, Xianrong, Sui, Xiaodan, Jia, Weikuan, Pan, Huali
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9780074/ https://www.ncbi.nlm.nih.gov/pubmed/36568197 http://dx.doi.org/10.3389/fonc.2022.943874

Ejemplares similares

A multilayer perceptron-based model applied to histopathology image classification of lung adenocarcinoma subtypes
por: Liu, Mingyang, et al.
Publicado: (2023)

Using Ultrasound-Based Multilayer Perceptron to Differentiate Early Breast Mucinous Cancer and its Subtypes From Fibroadenoma
por: Liang, Ting, et al.
Publicado: (2021)

Deceleration Planning Algorithm Based on Classified Multi-Layer Perceptron Models for Smart Regenerative Braking of EV in Diverse Deceleration Conditions
por: Sim, Gyubin, et al.
Publicado: (2019)

Cardiac Arrhythmia Classification by Multi-Layer Perceptron and Convolution Neural Networks
por: Savalia, Shalin, et al.
Publicado: (2018)

Application of a Multi-Layer Perceptron in Preoperative Screening for Orthognathic Surgery
por: Chaiprasittikul, Natkritta, et al.
Publicado: (2023)

Symmetric Deformable Registration via Learning a Pseudomean for MR Brain Images
por: Sui, Xiaodan, et al.
Publicado: (2021)

Bispectrum Features and Multilayer Perceptron Classifier to Enhance Seizure Prediction
por: Bou Assi, Elie, et al.
Publicado: (2018)

Multi-Layer Perceptron Classifier with the Proposed Combined Feature Vector of 3D CNN Features and Lung Radiomics Features for COPD Stage Classification
por: Yang, Yingjian, et al.
Publicado: (2023)

Similarity-Based Virtual Screen Using Enhanced Siamese Multi-Layer Perceptron
por: Altalib, Mohammed Khaldoon, et al.
Publicado: (2021)

Medical image segmentation model based on triple gate MultiLayer perceptron
por: Yan, Jingke, et al.
Publicado: (2022)

Cross-attention multi-branch CNN using DCE-MRI to classify breast cancer molecular subtypes
por: Sun, Liang, et al.
Publicado: (2023)

An Automated MR Image Segmentation System Using Multi-layer Perceptron Neural Network
por: Amiri, S, et al.
Publicado: (2013)

Using multi-layer perceptron to identify origins of replication in eukaryotes via informative features
por: Fan, Yongxian, et al.
Publicado: (2021)

Human-Computer Interaction for Recognizing Speech Emotions Using Multilayer Perceptron Classifier
por: Alnuaim, Abeer Ali, et al.
Publicado: (2022)

Predicting Risk of Antenatal Depression and Anxiety Using Multi-Layer Perceptrons and Support Vector Machines
por: Javed, Fajar, et al.
Publicado: (2021)

Screening of potential inhibitors targeting the main protease structure of SARS-CoV-2 via molecular docking
por: Yang, Xinbo, et al.
Publicado: (2022)

Single-layer perceptron artificial visual system for orientation detection
por: Todo, Hiroyoshi, et al.
Publicado: (2023)

Identification of Metabolism-Associated Prostate Cancer Subtypes and Construction of a Prognostic Risk Model
por: Zhang, Yanlong, et al.
Publicado: (2020)

Novel Low-Power Construction of Chaotic S-Box in Multilayer Perceptron
por: Ren, Runtao, et al.
Publicado: (2022)

Multilayer perceptrons
por: Vang-Mata, Ruth
Publicado: (2020)

On the Perceptron’s Compression
por: Moran, Shay, et al.
Publicado: (2020)

Diagnosis of Malignancy in Thyroid Tumors by Multi-Layer Perceptron Neural Networks With Different Batch Learning Algorithms
por: Pourahmad, Saeedeh, et al.
Publicado: (2015)

fMRI-Based Alzheimer’s Disease Detection Using the SAS Method with Multi-Layer Perceptron Network
por: Chelladurai, Aarthi, et al.
Publicado: (2023)

Enhancing accuracy in brain stroke detection: Multi-layer perceptron with Adadelta, RMSProp and AdaMax optimizers
por: Uppal, Mudita, et al.
Publicado: (2023)

Identification of Neoantigens and Construction of Immune Subtypes in Prostate Adenocarcinoma
por: Gao, Yukui, et al.
Publicado: (2022)

The Identification of Necroptosis-Related Subtypes, the Construction of a Prognostic Model, and the Characterization of the Tumor Microenvironment in Gliomas
por: Ba, Yueyang, et al.
Publicado: (2022)

Perceptrons :an introduction to computational geometry
por: Minsky, Marvin Lee, 1927-
Publicado: (1988)

A Novel Hybrid Approach for Classifying Osteosarcoma Using Deep Feature Extraction and Multilayer Perceptron
por: Aziz, Md. Tarek, et al.
Publicado: (2023)

A semi-supervised learning approach with consistency regularization for tumor histopathological images analysis
por: Jiang, Yanyun, et al.
Publicado: (2023)

Identification of cuproptosis-based molecular subtypes, construction of prognostic signature and characterization of immune landscape in colon cancer
por: Wang, Xu, et al.
Publicado: (2023)

Benchmarking TMVA package against TensorFlow on event-by-event inference performance on multi-layered perceptrons for HEP
por: Burlacu, Alexandru
Publicado: (2018)

A novel multi-layer perceptron model for assessing the diagnostic value of non-invasive imaging instruments for rosacea
por: Huang, Yingxue, et al.
Publicado: (2022)

Predicting adverse drug effects: A heterogeneous graph convolution network with a multi-layer perceptron approach
por: Chen, Y.-H., et al.
Publicado: (2022)

Identification of Subtype-Specific Metastasis-Related Genetic Signatures in Sarcoma
por: Li, Ya-Ling, et al.
Publicado: (2020)

A competitive learning-based Grey wolf Optimizer for engineering problems and its application to multi-layer perceptron training
por: Aala Kalananda, Vamsi Krishna Reddy, et al.
Publicado: (2023)

Identification of Multi-Functional Enzyme with Multi-Label Classifier
por: Che, Yuxin, et al.
Publicado: (2016)

A multi-layer perceptron-based approach for early detection of BSR disease in oil palm trees using hyperspectral images
por: Lee, Chee Cheong, et al.
Publicado: (2022)

Probabilistic Approach to COVID-19 Data Analysis and Forecasting Future Outbreaks Using a Multi-Layer Perceptron Neural Network
por: Khan, Riaz Ullah, et al.
Publicado: (2022)

Predicting Characteristics of Dissimilar Laser Welded Polymeric Joints Using a Multi-Layer Perceptrons Model Coupled with Archimedes Optimizer
por: Moustafa, Essam B., et al.
Publicado: (2023)

Reconfigurable electro-optical logic gates using a 2-layer multilayer perceptron
por: Lin, Chu-En, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_g8mn81uen176d2n03r703bg04v