Cargando…

A robust convolutional neural network for lung nodule detection in the presence of foreign bodies

Lung cancer is a major cause of death worldwide. As early detection can improve outcome, regular screening is of great interest, especially for certain risk groups. Besides low-dose computed tomography, chest X-ray is a potential option for screening. Convolutional network (CNN) based computer aided...

Descripción completa

Detalles Bibliográficos
Autores principales:	Schultheiss, Manuel, Schober, Sebastian A., Lodde, Marie, Bodden, Jannis, Aichele, Juliane, Müller-Leisse, Christina, Renger, Bernhard, Pfeiffer, Franz, Pfeiffer, Daniela
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395787/ https://www.ncbi.nlm.nih.gov/pubmed/32737389 http://dx.doi.org/10.1038/s41598-020-69789-z

Ejemplares similares

Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance
por: Schultheiss, Manuel, et al.
Publicado: (2021)

Towards subject-level cerebral infarction classification of CT scans using convolutional networks
por: Schultheiss, Manuel, et al.
Publicado: (2020)

Dark-field chest x-ray imaging: first experience in patients with alpha1-antitrypsin deficiency
por: Zimmermann, Gregor S., et al.
Publicado: (2022)

Photon-counting spectral basis component material decomposition for musculoskeletal radiographs
por: Beck, Stefanie, et al.
Publicado: (2020)

Dark-Field Chest Radiography Outperforms Conventional Chest Radiography for the Diagnosis and Staging of Pulmonary Emphysema
por: Urban, Theresa, et al.
Publicado: (2023)

CTPA with a conventional CT at 100 kVp vs. a spectral-detector CT at 120 kVp: Comparison of radiation exposure, diagnostic performance and image quality
por: Sauter, Andreas P., et al.
Publicado: (2020)

Sparse Convolutional Neural Networks for Genome-Wide Prediction
por: Waldmann, Patrik, et al.
Publicado: (2020)

Domestic versus foreign drivers of trade (im)balances: How robust is evidence from estimated DSGE models?()
por: Cardani, Roberta, et al.
Publicado: (2022)

Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification
por: Zheng, Sunyi, et al.
Publicado: (2020)

Robustness of convolutional neural networks to physiological electrocardiogram noise
por: Venton, J., et al.
Publicado: (2021)

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
por: Kainz, Philipp, et al.
Publicado: (2017)

Diagnosis of thyroid nodules on ultrasonography by a deep convolutional neural network
por: Koh, Jieun, et al.
Publicado: (2020)

Convolutional Neural Network for Breast and Thyroid Nodules Diagnosis in Ultrasound Imaging
por: Liang, Xiaowen, et al.
Publicado: (2020)

An integrated convolutional neural network for classifying small pulmonary solid nodules
por: Mei, Mengqing, et al.
Publicado: (2023)

Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images
por: Li, Wei, et al.
Publicado: (2016)

3D multi-view convolutional neural networks for lung nodule classification
por: Kang, Guixia, et al.
Publicado: (2017)

An Accurate and Robust Method for Spike Sorting Based on Convolutional Neural Networks
por: Li, Zhaohui, et al.
Publicado: (2020)

Uncertainty Assisted Robust Tuberculosis Identification With Bayesian Convolutional Neural Networks
Publicado: (2020)

Robust PPG Peak Detection Using Dilated Convolutional Neural Networks
por: Kazemi, Kianoosh, et al.
Publicado: (2022)

Bone mineral density measurements derived from dual-layer spectral CT enable opportunistic screening for osteoporosis
por: Roski, Ferdinand, et al.
Publicado: (2019)

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

3D multi-scale deep convolutional neural networks for pulmonary nodule detection
por: Peng, Haixin, et al.
Publicado: (2021)

Foreign Object Detection in Railway Images Based on an Efficient Two-Stage Convolutional Neural Network
por: Chen, Weixun, et al.
Publicado: (2022)

Robust Vehicle Detection in Aerial Images Based on Cascaded Convolutional Neural Networks
por: Zhong, Jiandan, et al.
Publicado: (2017)

Robust Powerline Equipment Inspection System Based on a Convolutional Neural Network
por: Siddiqui, Zahid Ali, et al.
Publicado: (2018)

DCNet: Noise-Robust Convolutional Neural Networks for Degradation Classification on Ancient Documents
por: Arnia, Fitri, et al.
Publicado: (2021)

CNNSplice: Robust models for splice site prediction using convolutional neural networks
por: Akpokiro, Victor, et al.
Publicado: (2023)

Improved modeling of human vision by incorporating robustness to blur in convolutional neural networks
por: Jang, Hojin, et al.
Publicado: (2023)

Dynamic Quantitative Iodine Myocardial Perfusion Imaging with Dual-Layer CT using a Porcine Model
por: Scherer, Kai, et al.
Publicado: (2019)

Study on automatic detection and classification of breast nodule using deep convolutional neural network system
por: Wang, Feiqian, et al.
Publicado: (2020)

Cascade and Fusion of Multitask Convolutional Neural Networks for Detection of Thyroid Nodules in Contrast-Enhanced CT
por: Zhao, Zuopeng, et al.
Publicado: (2019)

Application Value of a Deep Convolutional Neural Network Model for Cytological Assessment of Thyroid Nodules
por: Ren, Ying, et al.
Publicado: (2021)

A Multi-Scale Densely Connected Convolutional Neural Network for Automated Thyroid Nodule Classification
por: Wang, Luoyan, et al.
Publicado: (2022)

N-Net: A novel dense fully convolutional neural network for thyroid nodule segmentation
por: Nie, Xingqing, et al.
Publicado: (2022)

Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation
por: Burkhardt, Sophie, et al.
Publicado: (2021)

Dark-field chest X-ray imaging for the assessment of COVID-19-pneumonia
por: Frank, Manuela, et al.
Publicado: (2022)

Robust Computationally-Efficient Wireless Emitter Classification Using Autoencoders and Convolutional Neural Networks
por: Almazrouei, Ebtesam, et al.
Publicado: (2021)

Noise Immunity and Robustness Study of Image Recognition Using a Convolutional Neural Network
por: Ziyadinov, Vadim, et al.
Publicado: (2022)

A Robust and Novel Approach for Brain Tumor Classification Using Convolutional Neural Network
por: Tazin, Tahia, et al.
Publicado: (2021)

Comparison of Convolutional Neural Network Architectures for Robustness Against Common Artefacts in Dermatoscopic Images
por: Katsch, Florian, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_uj51sdkbo1v9k5l0mk48vgqdah