Cargando…

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Remarkable progress has been made in image recognition, primarily due to the availability of large-scale annotated datasets and deep convolutional neural networks (CNNs). CNNs enable learning data-driven, highly representative, hierarchical image features from sufficient training data. However, obta...

Descripción completa

Detalles Bibliográficos
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	IEEE 2016
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4890616/ https://www.ncbi.nlm.nih.gov/pubmed/26886976 http://dx.doi.org/10.1109/TMI.2016.2528162

Ejemplares similares

Comparative approach to different convolutional neural network (CNN) architectures applied to human behavior detection
por: Shirabayashi, Juliana Verga, et al.
Publicado: (2023)

CNN-CNN: Dual Convolutional Neural Network Approach for Feature Selection and Attack Detection on Internet of Things Networks
por: Alabsi, Basim Ahmad, et al.
Publicado: (2023)

Multi- class classification of breast cancer abnormalities using Deep Convolutional Neural Network (CNN)
por: Heenaye-Mamode Khan, Maleika, et al.
Publicado: (2021)

Top Quark Tagging Using Convolutional Neural Network (CNN)
por: Beshr, Aya
Publicado: (2019)

CNN-MGP: Convolutional Neural Networks for Metagenomics Gene Prediction
por: Al-Ajlan, Amani, et al.
Publicado: (2018)

Application of Convolutional Neural Network (CNN) to Recognize Ship Structures
por: Lim, Jae-Jun, et al.
Publicado: (2022)

Quantitative and Qualitative Analysis of 18 Deep Convolutional Neural Network (CNN) Models with Transfer Learning to Diagnose COVID-19 on Chest X-Ray (CXR) Images
por: Chow, Li Sze, et al.
Publicado: (2023)

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes
por: Kensert, Alexander, et al.
Publicado: (2019)

Deep learning and convolutional neural networks for medical image computing: precision medicine, high performance and large-scale datasets
por: Lu, Le, et al.
Publicado: (2017)

Driver Fatigue Detection Based on Convolutional Neural Networks Using EM-CNN
por: Zhao, Zuopeng, et al.
Publicado: (2020)

Evaluating Deep Neural Network Architectures with Transfer Learning for Pneumonitis Diagnosis
por: Krishnamurthy, Surya, et al.
Publicado: (2021)

An Ensemble-Based Deep Convolutional Neural Network for Computer-Aided Polyps Identification From Colonoscopy
por: Sharma, Pallabi, et al.
Publicado: (2022)

Hybrid morphological-convolutional neural networks for computer-aided diagnosis
por: Canales-Fiscal, Martha Rebeca, et al.
Publicado: (2023)

Improved Handwritten Digit Recognition Using Convolutional Neural Networks (CNN)
por: Ahlawat, Savita, et al.
Publicado: (2020)

A deep graph convolutional neural network architecture for graph classification
por: Zhou, Yuchen, et al.
Publicado: (2023)

Transfer learning with deep convolutional neural network for liver steatosis assessment in ultrasound images
por: Byra, Michał, et al.
Publicado: (2018)

Bangladeshi Native Vehicle Classification Based on Transfer Learning with Deep Convolutional Neural Network
por: Hasan, Md Mahibul, et al.
Publicado: (2021)

Intelligent Identification of Jute Pests Based on Transfer Learning and Deep Convolutional Neural Networks
por: Sourav, Md Sakib Ullah, et al.
Publicado: (2022)

Voice disorder classification using convolutional neural network based on deep transfer learning
por: Peng, Xiangyu, et al.
Publicado: (2023)

Efficient Extraction of Deep Image Features Using a Convolutional Neural Network (CNN) for Detecting Ventricular Fibrillation and Tachycardia
por: Mjahad, Azeddine, et al.
Publicado: (2023)

Deep Neural Networks and Transfer Learning on a Multivariate Physiological Signal Dataset
por: Bizzego, Andrea, et al.
Publicado: (2021)

Transfer Learning Using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images
por: Chelghoum, Rayene, et al.
Publicado: (2020)

Automatic interictal epileptiform discharge (IED) detection based on convolutional neural network (CNN)
por: Zhang, Ling, et al.
Publicado: (2023)

Learning in Convolutional Neural Networks Accelerated by Transfer Entropy
por: Moldovan, Adrian, et al.
Publicado: (2021)

Retracted: Evaluating Deep Neural Network Architectures with Transfer Learning for Pneumonitis Diagnosis
por: Methods in Medicine, Computational and Mathematical
Publicado: (2023)

On the Reduction of Computational Complexity of Deep Convolutional Neural Networks †
por: Maji, Partha, et al.
Publicado: (2018)

PAM-DenseNet: A Deep Convolutional Neural Network for Computer-Aided COVID-19 Diagnosis
Publicado: (2021)

Differentiation of Cytopathic Effects (CPE) induced by influenza virus infection using deep Convolutional Neural Networks (CNN)
por: Wang, Ting-En, et al.
Publicado: (2020)

HiCNN: a very deep convolutional neural network to better enhance the resolution of Hi-C data
por: Liu, Tong, et al.
Publicado: (2019)

Optimizing Deep CNN Architectures for Face Liveness Detection
por: Koshy, Ranjana, et al.
Publicado: (2019)

DS-CNN: Deep Convolutional Neural Networks for Facial Emotion Detection in Children with Down Syndrome during Dolphin-Assisted Therapy
por: Moreno Escobar, Jesús Jaime, et al.
Publicado: (2023)

Automated liver tumor detection in abdominal ultrasonography with a modified faster region-based convolutional neural networks (Faster R-CNN) architecture
por: Karako, Kenji, et al.
Publicado: (2022)

Evaluation of Transfer Learning with Deep Convolutional Neural Networks for Screening Osteoporosis in Dental Panoramic Radiographs
por: Lee, Ki-Sun, et al.
Publicado: (2020)

Classification of Heart Sounds Using Chaogram Transform and Deep Convolutional Neural Network Transfer Learning
por: Harimi, Ali, et al.
Publicado: (2022)

CoLe-CNN+: Context learning - Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation
por: Pezzano, Giuseppe, et al.
Publicado: (2021)

SteganoCNN: Image Steganography with Generalization Ability Based on Convolutional Neural Network
por: Duan, Xintao, et al.
Publicado: (2020)

Improved Arabic Alphabet Characters Classification Using Convolutional Neural Networks (CNN)
por: Wagaa, Nesrine, et al.
Publicado: (2022)

SF-CNN: Signal Filtering Convolutional Neural Network for Precipitation Intensity Estimation
por: Lin, Chih-Wei, et al.
Publicado: (2022)

COVID-19 detection from chest X-rays using transfer learning with deep convolutional neural networks
por: Naronglerdrit, Prasitthichai, et al.
Publicado: (2021)

FRD-CNN: Object detection based on small-scale convolutional neural networks and feature reuse
por: Li, Wei, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_528jqi8eoab040tgdlo490v1vv