Cargando…

A convolutional neural network for common coordinate registration of high-resolution histology images

MOTIVATION: Registration of histology images from multiple sources is a pressing problem in large-scale studies of spatial -omics data. Researchers often perform ‘common coordinate registration’, akin to segmentation, in which samples are partitioned based on tissue type to allow for quantitative co...

Descripción completa

Detalles Bibliográficos
Autores principales:	Daly, Aidan C, Geras, Krzysztof J, Bonneau, Richard
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2021
Materias:	Original Papers
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9502165/ https://www.ncbi.nlm.nih.gov/pubmed/34128955 http://dx.doi.org/10.1093/bioinformatics/btab447

Ejemplares similares

Weakly-supervised convolutional neural networks for multimodal image registration
por: Hu, Yipeng, et al.
Publicado: (2018)

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

Bayesian Fully Convolutional Networks for Brain Image Registration
por: Cui, Kunpeng, et al.
Publicado: (2021)

The effect of image resolution on convolutional neural networks in breast ultrasound
por: Tang, Shuzhen, et al.
Publicado: (2023)

Brain CT registration using hybrid supervised convolutional neural network
por: Yuan, Hongmei, et al.
Publicado: (2021)

High-Resolution Network with Dynamic Convolution and Coordinate Attention for Classification of Chest X-ray Images
por: Li, Qiang, et al.
Publicado: (2023)

MDReg‐Net: Multi‐resolution diffeomorphic image registration using fully convolutional networks with deep self‐supervision
por: Li, Hongming, et al.
Publicado: (2022)

Interpretable Diagnosis for Whole-Slide Melanoma Histology Images Using Convolutional Neural Network
por: Xie, Peizhen, et al.
Publicado: (2021)

Super-resolution recurrent convolutional neural networks for learning with multi-resolution whole slide images
por: Mukherjee, Lopamudra, et al.
Publicado: (2019)

Feasibility of Image Registration for Ultrasound-Guided Prostate Radiotherapy Based on Similarity Measurement by a Convolutional Neural Network
por: Zhu, Ning, et al.
Publicado: (2019)

Robust Detection Model of Vascular Landmarks for Retinal Image Registration: A Two-Stage Convolutional Neural Network
por: Kim, Ga Young, et al.
Publicado: (2022)

Multi-resolution convolutional neural networks for inverse problems
por: Wang, Feng, et al.
Publicado: (2020)

Deep convolutional neural networks for multiple histologic types of ovarian tumors classification in ultrasound images
por: Wu, Meijing, et al.
Publicado: (2023)

Oral squamous cell carcinoma diagnosis in digitized histological images using convolutional neural network
por: Oya, Kaori, et al.
Publicado: (2023)

DeepMapi: a Fully Automatic Registration Method for Mesoscopic Optical Brain Images Using Convolutional Neural Networks
por: Ni, Hong, et al.
Publicado: (2020)

Deformable registration of chest CT images using a 3D convolutional neural network based on unsupervised learning
por: Zheng, Yongnan, et al.
Publicado: (2021)

Single Image Super-Resolution Based on Multi-Scale Competitive Convolutional Neural Network
por: Du, Xiaofeng, et al.
Publicado: (2018)

Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks
por: Bándi, Péter, et al.
Publicado: (2019)

Deep Convolutional Neural Network for Mapping Smallholder Agriculture Using High Spatial Resolution Satellite Image
por: Xie, Bin, et al.
Publicado: (2019)

Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution
por: Li, Jianning, et al.
Publicado: (2023)

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

Learning-Based Affine Registration of Histological Images
por: Wodzinski, Marek, et al.
Publicado: (2020)

Super-Resolution Ultrasound Imaging Scheme Based on a Symmetric Series Convolutional Neural Network
por: Tamang, Lakpa Dorje, et al.
Publicado: (2022)

Fast Image Super-Resolution Using Particle Swarm Optimization-Based Convolutional Neural Networks
por: Zhou, Chaowei, et al.
Publicado: (2023)

Medical ultrasound image speckle reduction and resolution enhancement using texture compensated multi-resolution convolution neural network
por: Moinuddin, Muhammad, et al.
Publicado: (2022)

Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks
por: Tian, Tian, et al.
Publicado: (2018)

Individual Tree Species Classification Based on Convolutional Neural Networks and Multitemporal High-Resolution Remote Sensing Images
por: Guo, Xianfei, et al.
Publicado: (2022)

Partial Discharge Recognition with a Multi-Resolution Convolutional Neural Network
por: Li, Gaoyang, et al.
Publicado: (2018)

Instant multicolor super-resolution microscopy with deep convolutional neural network
por: Wang, Songyue, et al.
Publicado: (2021)

Image Sensing and Processing with Convolutional Neural Networks
por: Coleman, Sonya, et al.
Publicado: (2022)

Non-Rigid Registration for High-Resolution Retinal Imaging
por: Mujat, Mircea, et al.
Publicado: (2023)

CT image segmentation for inflamed and fibrotic lungs using a multi-resolution convolutional neural network
por: Gerard, Sarah E., et al.
Publicado: (2021)

HistoClean: Open-source software for histological image pre-processing and augmentation to improve development of robust convolutional neural networks
por: McCombe, Kris D., et al.
Publicado: (2021)

High-Resolution Motor State Detection in Parkinson’s Disease Using Convolutional Neural Networks
por: Pfister, Franz M. J., et al.
Publicado: (2020)

High-fidelity deconvolution for acoustic-resolution photoacoustic microscopy enabled by convolutional neural networks
por: Feng, Fei, et al.
Publicado: (2022)

Computer-Aided Diagnosis Scheme for Determining Histological Classification of Breast Lesions on Ultrasonographic Images Using Convolutional Neural Network
por: Hizukuri, Akiyoshi, et al.
Publicado: (2018)

ContransGAN: Convolutional Neural Network Coupling Global Swin-Transformer Network for High-Resolution Quantitative Phase Imaging with Unpaired Data
por: Ding, Hao, et al.
Publicado: (2022)

COVID-19 Diagnosis from Chest X-ray Images Using a Robust Multi-Resolution Analysis Siamese Neural Network with Super-Resolution Convolutional Neural Network
por: Monday, Happy Nkanta, et al.
Publicado: (2022)

Prediction and Early Warning of Regional Coordinated Development Based on Convolution Neural Network Algorithm
por: Wen, Xue
Publicado: (2021)

Dual-Resolution Dual-Path Convolutional Neural Networks for Fast Object Detection
por: Pan, Jing, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_r6ksh7ime5bsvkv8tjsugfq8fj