Cargando…

Pulmonary Nodule Detection and Classification Using All-Optical Deep Diffractive Neural Network

A deep diffractive neural network (D2NN) is a fast optical computing structure that has been widely used in image classification, logical operations, and other fields. Computed tomography (CT) imaging is a reliable method for detecting and analyzing pulmonary nodules. In this paper, we propose using...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shao, Junjie, Zhou, Lingxiao, Yeung, Sze Yan Fion, Lei, Ting, Zhang, Wanlong, Yuan, Xiaocong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Brief Report
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10223738/ https://www.ncbi.nlm.nih.gov/pubmed/37240793 http://dx.doi.org/10.3390/life13051148

Ejemplares similares

Aided diagnosis of thyroid nodules based on an all-optical diffraction neural network
por: Zhou, Lingxiao, et al.
Publicado: (2023)

Optical Diffractive Convolutional Neural Networks Implemented in an All-Optical Way
por: Yu, Yaze, et al.
Publicado: (2023)

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

Hybrid optical-electronic convolutional neural networks with optimized diffractive optics for image classification
por: Chang, Julie, et al.
Publicado: (2018)

INVESTIGATION OF NEGATIVELY STAINED PLANT FLAGELLAR MICROTUBULES BY OPTICAL DIFFRACTION
por: Barton, R.
Publicado: (1969)

Semantic characteristic grading of pulmonary nodules based on deep neural networks
por: Liu, Caixia, et al.
Publicado: (2023)

All-optical information-processing capacity of diffractive surfaces
por: Kulce, Onur, et al.
Publicado: (2021)

Classification of crystal structures using electron diffraction patterns with a deep convolutional neural network
por: Ra, Moonsoo, et al.
Publicado: (2021)

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

All-optical image classification through unknown random diffusers using a single-pixel diffractive network
por: Bai, Bijie, et al.
Publicado: (2023)

All-Optically Reconfigurable Plasmonic Metagrating for Ultrafast Diffraction Management
por: Schirato, Andrea, et al.
Publicado: (2021)

Cascadable all-optical NAND gates using diffractive networks
por: Luo, Yi, et al.
Publicado: (2022)

Automated Pulmonary Nodule Classification in Computed Tomography Images Using a Deep Convolutional Neural Network Trained by Generative Adversarial Networks
por: Onishi, Yuya, 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)

OPTICAL DIFFRACTION AND TRANSLATIONAL REINFORCEMENT OF MICROTUBULES HAVING A PROMINENT HELICAL WALL STRUCTURE
por: Burton, Paul R.
Publicado: (1970)

A classification of pulmonary nodules by CT scan
por: Bellomi, M
Publicado: (2012)

Classification of Pulmonary Nodules by Using Hybrid Features
por: Tartar, Ahmet, et al.
Publicado: (2013)

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

All-optical synthesis of an arbitrary linear transformation using diffractive surfaces
por: Kulce, Onur, et al.
Publicado: (2021)

Realization of optical logic gates using on-chip diffractive optical neural networks
por: Zarei, Sanaz, et al.
Publicado: (2022)

Deep learning-based optical field screening for robust optical diffraction tomography
por: Ryu, DongHun, et al.
Publicado: (2019)

Performing optical logic operations by a diffractive neural network
por: Qian, Chao, et al.
Publicado: (2020)

Partitionable High-Efficiency Multilayer Diffractive Optical Neural Network
por: Long, Yongji, et al.
Publicado: (2022)

Deep neural networks in real-time coherent diffraction imaging
por: Harder, Ross
Publicado: (2021)

Longitudinal lung cancer prediction convolutional neural network model improves the classification of indeterminate pulmonary nodules
por: Paez, Rafael, et al.
Publicado: (2023)

Eternal nodules to fix the nitrogen issue: Promotion of soybean nodule senescence by a NAC/CYP module
por: Doll, Nicolas M
Publicado: (2023)

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

Space-efficient optical computing with an integrated chip diffractive neural network
por: Zhu, H. H., et al.
Publicado: (2022)

Exploiting optical degrees of freedom for information multiplexing in diffractive neural networks
por: Zuo, Chao, et al.
Publicado: (2022)

Classification and reconstruction of spatially overlapping phase images using diffractive optical networks
por: Mengu, Deniz, et al.
Publicado: (2022)

Diffraction: coherence in optics
por: Françon, M, et al.
Publicado: (2013)

All-optical graph representation learning using integrated diffractive photonic computing units
por: Yan, Tao, 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)

Diffractive optics and nanophotonics: resolution below the diffraction limit
por: Minin, Igor, et al.
Publicado: (2016)

Polarization multiplexed diffractive computing: all-optical implementation of a group of linear transformations through a polarization-encoded diffractive network
por: Li, Jingxi, et al.
Publicado: (2022)

The initial steps in pulmonary rehabilitation: How it all began?
por: Vaishali, K, et al.
Publicado: (2019)

Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images
por: Song, QingZeng, et al.
Publicado: (2017)

Classification of Lung Nodules Based on Deep Residual Networks and Migration Learning
por: Wu, Panpan, et al.
Publicado: (2020)

Design of task-specific optical systems using broadband diffractive neural networks
por: Luo, Yi, et al.
Publicado: (2019)

Deep Learning in CT Images: Automated Pulmonary Nodule Detection for Subsequent Management Using Convolutional Neural Network
por: Xu, Yi-Ming, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_lfee32ofruu0puua0tbnsbd0mh