Cargando…

Bioinformatics-based and multiscale convolutional neural network screening of herbal medicines for improving the prognosis of liver cancer: a novel approach

BACKGROUND: Liver cancer is one of the major diseases threatening human life and health, and this study aims to explore new methods for treating liver cancer. METHODS: A deep learning model for the efficacy of clinical herbal medicines for liver cancer was constructed based on NDCNN, combined with t...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chen, Zeshan, Peng, Peichun, Wang, Miaodong, Deng, Xin, Chen, Rudi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10481873/ https://www.ncbi.nlm.nih.gov/pubmed/37680619 http://dx.doi.org/10.3389/fmed.2023.1218496

Ejemplares similares

Chinese Herbal Medicine Image Recognition and Retrieval by Convolutional Neural Network
por: Sun, Xin, et al.
Publicado: (2016)

Multiscale Convolutional Neural Networks with Attention for Plant Species Recognition
por: Wang, Xianfeng, et al.
Publicado: (2021)

Multiscale Hybrid Convolutional Deep Neural Networks with Channel Attention
por: Yang, Hua, et al.
Publicado: (2022)

Convolutional Neural Network with Multiscale Fusion and Attention Mechanism for Skin Diseases Assisted Diagnosis
por: Li, Zhong, et al.
Publicado: (2022)

Herbal Medicine Classification: Policy Recommendations
por: Alostad, Azhar H., et al.
Publicado: (2020)

Image Fusion and Stylization Processing Based on Multiscale Transformation and Convolutional Neural Network
por: Xu, Qingzeng
Publicado: (2022)

Multiscale Convolutional Neural Network Based on Channel Space Attention for Gearbox Compound Fault Diagnosis
por: Xu, Qinghong, et al.
Publicado: (2023)

Automated Disease Detection in Gastroscopy Videos Using Convolutional Neural Networks
por: Zhang, Chenxi, et al.
Publicado: (2022)

Design and Assessment of Convolutional Neural Network Based Methods for Vitiligo Diagnosis
por: Zhang, Li, et al.
Publicado: (2021)

Fault Diagnosis for Rotating Machinery Using Multiscale Permutation Entropy and Convolutional Neural Networks
por: Li, Hongmei, et al.
Publicado: (2020)

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
por: Teng, Lin, et al.
Publicado: (2019)

Analysis and Classification of Hepatitis Infections Using Raman Spectroscopy and Multiscale Convolutional Neural Networks
por: Zhao, Y., et al.
Publicado: (2021)

Optimization Algorithm of Moving Object Detection Using Multiscale Pyramid Convolutional Neural Networks
por: Yang, Zhe, et al.
Publicado: (2023)

Accurate Tumor Segmentation via Octave Convolution Neural Network
por: Wang, Bo, et al.
Publicado: (2021)

A Parallel Multiscale Filter Bank Convolutional Neural Networks for Motor Imagery EEG Classification
por: Wu, Hao, et al.
Publicado: (2019)

Bearing-Fault Diagnosis with Signal-to-RGB Image Mapping and Multichannel Multiscale Convolutional Neural Network
por: Xu, Ming, et al.
Publicado: (2022)

Retracted: Optimization Algorithm of Moving Object Detection Using Multiscale Pyramid Convolutional Neural Networks
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

Deep convolutional neural network for rib fracture recognition on chest radiographs
por: Huang, Shu-Tien, et al.
Publicado: (2023)

Network pharmacology dissection of multiscale mechanisms of herbal medicines in stage IV gastric adenocarcinoma treatment
por: Gao, Li, et al.
Publicado: (2016)

Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images
por: Chen, Chen, et al.
Publicado: (2020)

Detection of Left Atrial Enlargement Using a Convolutional Neural Network-Enabled Electrocardiogram
por: Jiang, Junrong, et al.
Publicado: (2020)

Hybrid Pyramid Convolutional Network for Multiscale Face Detection
por: Hou, Shaoqi, et al.
Publicado: (2021)

A Novel Detector Based on Convolution Neural Networks for Multiscale SAR Ship Detection in Complex Background
por: Dai, Wenxin, et al.
Publicado: (2020)

Quantitative Evaluation of Plant and Modern Urban Landscape Spatial Scale Based on Multiscale Convolutional Neural Network
por: Wang, Yang, et al.
Publicado: (2021)

Detection of COVID19 from X-ray images using multiscale Deep Convolutional Neural Network
por: Muralidharan, Neha, et al.
Publicado: (2022)

Bioinformatic Challenges Detecting Genetic Variation in Precision Medicine Programs
por: Field, Matt A.
Publicado: (2022)

Convolutional Neural Network for Skin Lesion Classification: Understanding the Fundamentals Through Hands-On Learning
por: Cullell-Dalmau, Marta, et al.
Publicado: (2021)

Effect of Chinese Herbal Medicines on Hearing Loss Risk in Rheumatoid Arthritis Patients: Retrospective Claims Analysis
por: Li, Hsin-Hua, et al.
Publicado: (2021)

Mechanism of tonifying-kidney Chinese herbal medicine in the treatment of chronic heart failure
por: Chen, Lizhen, et al.
Publicado: (2022)

New convolutional neural network model for screening and diagnosis of mammograms
por: Zhang, Chen, et al.
Publicado: (2020)

A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
por: Díaz-Pernas, Francisco Javier, et al.
Publicado: (2021)

Retracted: Quantitative Evaluation of Plant and Modern Urban Landscape Spatial Scale Based on Multiscale Convolutional Neural Network
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

A Hyperspectral Image Classification Method Based on the Nonlocal Attention Mechanism of a Multiscale Convolutional Neural Network
por: Li, Mingtian, et al.
Publicado: (2023)

Evaluation of an Automatic Classification Algorithm Using Convolutional Neural Networks in Oncological Positron Emission Tomography
por: Pinochet, Pierre, et al.
Publicado: (2021)

Development of a Convolutional Neural Network-Based Colonoscopy Image Assessment Model for Differentiating Crohn’s Disease and Ulcerative Colitis
por: Wang, Lijia, et al.
Publicado: (2022)

Multiscale Convolutional Network for Repairing Coal Slime Foam Images
por: Huang, Xianwu, et al.
Publicado: (2023)

Crop Disease Identification by Fusing Multiscale Convolution and Vision Transformer
por: Zhu, Dingju, et al.
Publicado: (2023)

Combination of Chinese herbal medicine and conventional western medicine for coronavirus disease 2019: a systematic review and meta-analysis
por: Tong, Lei, et al.
Publicado: (2023)

Fully Convolutional DenseNet with Multiscale Context for Automated Breast Tumor Segmentation
por: Hai, Jinjin, et al.
Publicado: (2019)

Herbal medicines for cancer cachexia: protocol for a systematic review
por: Park, Bongki, et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_196jk8tdlefusaglbobjeh4tr8