Resultados da pesquisa - "CNN"

1781

dbPepNeo2.0: A Database for Human Tumor Neoantigen Peptides From Mass Spectrometry and TCR Recognition

dbPepNeo2.0: A Database for Human Tumor Neoantigen Peptides From Mass Spectrometry and TCR Recognition

Por Manman Lu, Manman Lu, Linfeng Xu, Linfeng Xu, Xingxing Jian, Xingxing Jian, Xiaoxiu Tan, Xiaoxiu Tan, Jingjing Zhao, Jingjing Zhao, Zhenhao Liu, Yu Zhang, Yu Zhang, Chunyu Liu, Chunyu Liu, Lanming Chen, Yong Lin, Lu Xie, Lu Xie, Lu Xie
Publicado em 2022-04-01

“... analytical tools are developed, DeepCNN-Ineo and BLASTdb. DeepCNN-Ineo predicts the immunogenicity of class I...”
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1782

Artificial neural network in the discrimination of lung cancer based on infrared spectroscopy

Artificial neural network in the discrimination of lung cancer based on infrared spectroscopy

Por Eiron John Lugtu, Denise Bernadette Ramos, Alliah Jen Agpalza, Erika Antoinette Cabral, Rian Paolo Carandang, Jennica Elia Dee, Angelica Martinez, Julius Eleazar Jose, Abegail Santillan, Ruth Bangaoil, Pia Marie Albano, Rock Christian Tomas
Publicado em 2022-01-01

“.... Among the NNs, CNN performed best with an AUC of 92.28% ± 7.36%, ACC of 98.45% ± 1.72%, PPV of 96.62...”
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1783

SAR-BagNet: An Ante-hoc Interpretable Recognition Model Based on Deep Network for SAR Image

SAR-BagNet: An Ante-hoc Interpretable Recognition Model Based on Deep Network for SAR Image

Por Peng Li, Cunqian Feng, Xiaowei Hu, Zixiang Tang
Publicado em 2022-04-01

“... network structures have been proposed to discern the relationship between a CNN’s decision and image...”
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1784

Two-Stage Deep Learning Method for Breast Cancer Detection Using High-Resolution Mammogram Images

Two-Stage Deep Learning Method for Breast Cancer Detection Using High-Resolution Mammogram Images

Por Bunyodbek Ibrokhimov, Justin-Youngwook Kang
Publicado em 2022-05-01

“... mammography dataset demonstrate our two-stage method outperforms the original Faster R-CNN model by improving...”
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1785

Cascaded Feature-Mask Fusion for Foreground Segmentation

Cascaded Feature-Mask Fusion for Foreground Segmentation

Por Chuanyun Xu, Huan Liu, Tenghui Li, Yang Zhang, Tian Li, Gang Li
Publicado em 2022-01-01

“..., BSPVGan, Cascade CNN, IUTIS-5, WeSamBE, DeepBS, and GMM-Stauffer....”
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1786

An Enhanced Intrusion Detection System for IoT Networks Based on Deep Learning and Knowledge Graph

An Enhanced Intrusion Detection System for IoT Networks Based on Deep Learning and Knowledge Graph

Por Xiuzhang Yang, Guojun Peng, Dongni Zhang, Yangqi Lv
Publicado em 2022-01-01

“... alignment. Finally, an attention-based CNN-BiLSTM model is designed to identify malicious request attacks...”
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1787

Sentiment Analysis of Images using Machine Learning Techniques

Sentiment Analysis of Images using Machine Learning Techniques

Por Gherkar Yash, Gujar Parth, Gaziyani Amaan, Kadu Siddhi
Publicado em 2022-01-01

“... in Sentiment Analysis like Support Vector Machines, NB, Haar Cascade, LBPH, CNN, etc. Emerging rise...”
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1788

A New Classification Method for Drone-Based Crops in Smart Farming

A New Classification Method for Drone-Based Crops in Smart Farming

Por Bandar Al-Rami, Khattab M. Ali Alheeti, Waleed M. Aldosari, Saeed Matar Alshahrani, Shahad Mahdi Al-Abrez
Publicado em 2022-05-01

“..., the Convolutional Neural Network (CNN) method is used as a classifier to improve efficiency for obtaining more...”
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1789

Near Real-time Fine-resolution Land Surface Phenological Prediction Using Convolutional Neural Network and Data Fusion

Near Real-time Fine-resolution Land Surface Phenological Prediction Using Convolutional Neural Network and Data Fusion

Por Xiao Kun, Wang Yidan, Wu Wei, Xin Qinchuan
Publicado em 2022-01-01

“... (CNN) model was trained using fusion images as inputs and the label data as targets. The trained model...”
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1790

Multiscale Feature Adaptive Integration for Crowd Counting in Highly Congested Scenes

Multiscale Feature Adaptive Integration for Crowd Counting in Highly Congested Scenes

Por Hui Gao, Miaolei Deng, Wenjun Zhao, Dexian Zhang, Yuehong Gong
Publicado em 2022-01-01

“...Due to extreme scale variations in highly congested scenes, the accuracy of CNN-based crowd...”
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1791

A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification

A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification

Por Omer Faruk Gurcan, Omer Faruk Beyca, Onur Dogan
Publicado em 2021-03-01

“... deep convolutional neural network (CNN) and machine learning methods. Features are extracted from a...”
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1792

Pemantauan Perhatian Publik terhadap Pandemi COVID-19 melalui Klasifikasi Teks dengan Deep Learning

Pemantauan Perhatian Publik terhadap Pandemi COVID-19 melalui Klasifikasi Teks dengan Deep Learning

Por Novrindah Alvi Hasanah, Nanik Suciati, Diana Purwitasari
Publicado em 2021-02-01

“... embedding variations (Word2Vec and fastText) and deep learning variations (CNN, RNN, and LSTM) to get...”
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1793

Using Convolutional Neural Networks for Segmentation of Multiple Sclerosis Lesions in 3D Magnetic Resonance Imaging

Using Convolutional Neural Networks for Segmentation of Multiple Sclerosis Lesions in 3D Magnetic Resonance Imaging

Por Abdulsattar Abdullah Hamad, Mustafa Musa Jaber, Mohammed Altaf Ahmed, Ghaida Muttashar Abdulsahib, Osamah Ibrahim Khalaf, Zelalem Meraf
Publicado em 2022-01-01

“.... The second method involves training a convolutional neural network (CNN) that can segment lesions based on a...”
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1794

TwitterBulletin: An Intelligent and Real-Time Automated News Categorization Tool for Twitter

TwitterBulletin: An Intelligent and Real-Time Automated News Categorization Tool for Twitter

Por Sedef Demirci, Seref Sagiroglu
Publicado em 2022-04-01

“... news tweets and groups them under news categories in real time by using the CNN classifier which...”
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1795

Electronic radar signal recognition based on wavelet transform and convolution neural network

Electronic radar signal recognition based on wavelet transform and convolution neural network

Por Xuezhong Wang
Publicado em 2022-05-01

“..., the CNN network proposed in this paper can extract detailed features more effectively and improve...”
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1796

Research on Underwater Target Recognition Technology Based on Neural Network

Research on Underwater Target Recognition Technology Based on Neural Network

Por Zhiguang Guan, Chenglong Hou, Siqi Zhou, Ziyi Guo
Publicado em 2022-01-01

“... (CNN) is adopted in this paper. The main feature extraction network adopts CSPDarknet53 structure...”
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1797

Detection and Classification of Colorectal Polyp Using Deep Learning

Detection and Classification of Colorectal Polyp Using Deep Learning

Por Sushama Tanwar, S. Vijayalakshmi, Munish Sabharwal, Manjit Kaur, Ahmad Ali AlZubi, Heung-No Lee
Publicado em 2022-01-01

“... and gradient vanishing problems. To overcome these problems, a convolutional neural network- (CNN-) based deep...”
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1798

Prediction of Hearing Prognosis of Large Vestibular Aqueduct Syndrome Based on the PyTorch Deep Learning Model

Prediction of Hearing Prognosis of Large Vestibular Aqueduct Syndrome Based on the PyTorch Deep Learning Model

Por Bo Duan, Zhengmin Xu, Lili Pan, Wenxia Chen, Zhongwei Qiao
Publicado em 2022-01-01

“..., a CNN with multiple layers and an acc of 0.54, had relatively poor effects. The GoogLeNet-trained...”
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1799

DroneSense: The Identification, Segmentation, and Orientation Detection of Drones via Neural Networks

DroneSense: The Identification, Segmentation, and Orientation Detection of Drones via Neural Networks

Por Stirling Scholes, Alice Ruget, German Mora-Martin, Feng Zhu, Istvan Gyongy, Jonathan Leach
Publicado em 2022-01-01

“... monitoring technologies to accurately characterise such vehicles. Here, we present a CNN using a decision...”
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1800

Pattern Mathematical Model for Fingerprint Security Using Bifurcation Minutiae Extraction and Neural Network Feature Selection

Pattern Mathematical Model for Fingerprint Security Using Bifurcation Minutiae Extraction and Neural Network Feature Selection

Por Nesreen Alsharman, Adeeb Saaidah, Omar Almomani, Ibrahim Jawarneh, Laila Al-Qaisi
Publicado em 2022-01-01

“... Convolutional Neural Network (CNN) architecture and matching techniques based on bifurcation minutiae extraction...”
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