Cargando…

Deep convolutional neural networks for multiple histologic types of ovarian tumors classification in ultrasound images

OBJECTIVE: This study aimed to evaluate and validate the performance of deep convolutional neural networks when discriminating different histologic types of ovarian tumor in ultrasound (US) images. MATERIAL AND METHODS: Our retrospective study took 1142 US images from 328 patients from January 2019...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wu, Meijing, Cui, Guangxia, Lv, Shuchang, Chen, Lijiang, Tian, Zongmei, Yang, Min, Bai, Wenpei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326903/ https://www.ncbi.nlm.nih.gov/pubmed/37427129 http://dx.doi.org/10.3389/fonc.2023.1154200

Ejemplares similares

Improving the Segmentation Accuracy of Ovarian-Tumor Ultrasound Images Using Image Inpainting
por: Chen, Lijiang, et al.
Publicado: (2023)

Application of Deep Convolutional Neural Networks for Discriminating Benign, Borderline, and Malignant Serous Ovarian Tumors From Ultrasound Images
por: Wang, Huiquan, et al.
Publicado: (2021)

Prediction of Radiation Pneumonitis With Dose Distribution: A Convolutional Neural Network (CNN) Based Model
por: Liang, Bin, et al.
Publicado: (2020)

Classification and Diagnosis of Residual Thyroid Tissue in SPECT Images Based on Fine-Tuning Deep Convolutional Neural Network
por: Guo, Yinxiang, et al.
Publicado: (2021)

Automatic Detection and Classification of Focal Liver Lesions Based on Deep Convolutional Neural Networks: A Preliminary Study
por: Zhou, Jiarong, et al.
Publicado: (2021)

Preoperative Non-Invasive Prediction of Breast Cancer Molecular Subtypes With a Deep Convolutional Neural Network on Ultrasound Images
por: Li, Chunxiao, et al.
Publicado: (2022)

Ultrasound Image Classification of Thyroid Nodules Based on Deep Learning
por: Yang, Jingya, et al.
Publicado: (2022)

Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network
por: Chi, Jianning, et al.
Publicado: (2017)

Classification of breast cancer histology images using Convolutional Neural Networks
por: Araújo, Teresa, et al.
Publicado: (2017)

Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes
por: Burgos-Artizzu, Xavier P., et al.
Publicado: (2020)

Classification of Lung Disease in Children by Using Lung Ultrasound Images and Deep Convolutional Neural Network
por: Magrelli, Silvia, et al.
Publicado: (2021)

Gas Classification Using Deep Convolutional Neural Networks
por: Peng, Pai, et al.
Publicado: (2018)

Convolutional Deep Belief Network with Feature Encoding for Classification of Neuroblastoma Histological Images
por: Gheisari, Soheila, et al.
Publicado: (2018)

A system based on deep convolutional neural network improves the detection of early gastric cancer
por: Feng, Jie, et al.
Publicado: (2022)

Automatic classification of ovarian cancer types from cytological images using deep convolutional neural networks
por: Wu, Miao, et al.
Publicado: (2018)

A histopathological image classification method for cholangiocarcinoma based on spatial-channel feature fusion convolution neural network
por: Zhou, Hui, et al.
Publicado: (2023)

Automatic Pancreatic Ductal Adenocarcinoma Detection in Whole Slide Images Using Deep Convolutional Neural Networks
por: Fu, Hao, et al.
Publicado: (2021)

Classification of crystallization outcomes using deep convolutional neural networks
por: Bruno, Andrew E., et al.
Publicado: (2018)

Thyroid ultrasound image classification using a convolutional neural network
por: Zhu, Yi-Cheng, et al.
Publicado: (2021)

Author Correction: Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes
por: Burgos-Artizzu, Xavier P., et al.
Publicado: (2022)

Prediction of Breast Cancer Recurrence Using a Deep Convolutional Neural Network Without Region-of-Interest Labeling
por: Phan, Nam Nhut, et al.
Publicado: (2021)

Deep Convolutional Neural Network-Based Lymph Node Metastasis Prediction for Colon Cancer Using Histopathological Images
por: Kwak, Min Seob, et al.
Publicado: (2021)

Performance Evaluation of the Deep Learning Based Convolutional Neural Network Approach for the Recognition of Chest X-Ray Images
por: Sharma, Sandhya, et al.
Publicado: (2022)

Ovarian tumor diagnosis using deep convolutional neural networks and a denoising convolutional autoencoder
por: Jung, Yuyeon, et al.
Publicado: (2022)

Densely Convolutional Spatial Attention Network for nuclei segmentation of histological images for computational pathology
por: Islam Sumon, Rashadul, et al.
Publicado: (2023)

Robust and accurate quantification of biomarkers of immune cells in lung cancer micro-environment using deep convolutional neural networks
por: Aprupe, Lilija, et al.
Publicado: (2019)

A Novel Model Based on Deep Convolutional Neural Network Improves Diagnostic Accuracy of Intramucosal Gastric Cancer (With Video)
por: Tang, Dehua, et al.
Publicado: (2021)

Predicting Breast Cancer Gene Expression Signature by Applying Deep Convolutional Neural Networks From Unannotated Pathological Images
por: Phan, Nam Nhut, et al.
Publicado: (2021)

Clinical evaluation on automatic segmentation results of convolutional neural networks in rectal cancer radiotherapy
por: Li, Jing, et al.
Publicado: (2023)

High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks
por: Rajkomar, Alvin, et al.
Publicado: (2016)

Differential Deep Convolutional Neural Network Model for Brain Tumor Classification
por: Abd El Kader, Isselmou, et al.
Publicado: (2021)

An ECG Heartbeat Classification Method Based on Deep Convolutional Neural Network
por: Zhang, Dengqing, et al.
Publicado: (2021)

Automated Truck Taxonomy Classification Using Deep Convolutional Neural Networks
por: Almutairi, Abdullah, et al.
Publicado: (2022)

Classification of racehorse limb radiographs using deep convolutional neural networks
por: Costa da Silva, Raniere Gaia, et al.
Publicado: (2023)

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

Deep learning-enhanced radiomics for histologic classification and grade stratification of stage IA lung adenocarcinoma: a multicenter study
por: Pei, Guotian, et al.
Publicado: (2023)

Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks
por: Kodipalli, Ashwini, et al.
Publicado: (2023)

Classification of Breast Cancer Lesions in Ultrasound Images by Using Attention Layer and Loss Ensemble in Deep Convolutional Neural Networks
por: Kalafi, Elham Yousef, et al.
Publicado: (2021)

Malignant thoracic lymph node classification with deep convolutional neural networks on real-time endobronchial ultrasound (EBUS) images
por: Yong, Seung Hyun, et al.
Publicado: (2022)

Deep learning‐based convolutional neural network for intramodality brain MRI synthesis
por: Osman, Alexander F. I., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_nbtkmfdrqe0p05ngjh7vt5ok4e