Cargando…

Pixel-Wise Classification in Hippocampus Histological Images

This paper presents a method for pixel-wise classification applied for the first time on hippocampus histological images. The goal is achieved by representing pixels in a 14-D vector, composed of grey-level information and moment invariants. Then, several popular machine learning models are used to...

Descripción completa

Detalles Bibliográficos
Autores principales:	Vizcaíno, Alfonso, Sánchez-Cruz, Hermilo, Sossa, Humberto, Quintanar, J. Luis
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8163535/ https://www.ncbi.nlm.nih.gov/pubmed/34093725 http://dx.doi.org/10.1155/2021/6663977

Ejemplares similares

Deep Spectral-Spatial Features of Near Infrared Hyperspectral Images for Pixel-Wise Classification of Food Products
por: Zhu, Hongyan, et al.
Publicado: (2020)

An Automatic Pixel-Wise Multi-Penalty Approach to Image Restoration
por: Bortolotti, Villiam, et al.
Publicado: (2023)

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
por: Bach, Sebastian, et al.
Publicado: (2015)

Virtual staining for pixel-wise and quantitative analysis of single cell images
por: Yilmaz, Abdurrahim, et al.
Publicado: (2023)

A Class-Independent Texture-Separation Method Based on a Pixel-Wise Binary Classification
por: Soares, Lucas de Assis, et al.
Publicado: (2020)

Interobserver reproducibility of fully quantitative pixel-wise analysis of clinical CMR perfusion imaging
por: Conn, Hannah, et al.
Publicado: (2014)

On optimal liver T2* measurement: region of interest or pixel-wise?
por: Feng, Yanqiu, et al.
Publicado: (2012)

Detection of AI-Created Images Using Pixel-Wise Feature Extraction and Convolutional Neural Networks
por: Martin-Rodriguez, Fernando, et al.
Publicado: (2023)

Diagnostic Performance of Fully Automated Pixel-Wise Quantitative Myocardial Perfusion Imaging by Cardiovascular Magnetic Resonance
por: Hsu, Li-Yueh, et al.
Publicado: (2018)

Single RGB Image 6D Object Grasping System Using Pixel-Wise Voting Network
por: Zhang, Zhongjie, et al.
Publicado: (2022)

Towards Dendrite Spherical Neurons for Pattern Classification
por: Gómez-Flores, Wilfrido, et al.
Publicado: (2020)

In-Situ Pixel-wise Emissivity Measurement Using a Multispectral Infrared Camera
por: Poissenot-Arrigoni, Corentin, et al.
Publicado: (2023)

Identification of coffee bean varieties using hyperspectral imaging: influence of preprocessing methods and pixel-wise spectra analysis
por: Zhang, Chu, et al.
Publicado: (2018)

Normal myocardial perfusion values on high-resolution pixel-wise perfusion maps
por: Chiribiri, Amedeo, et al.
Publicado: (2013)

Towards pixel-wise area-at-risk characterization with cardiac BOLD MRI at rest
por: Bevilacqua, Marco, et al.
Publicado: (2016)

A convolutional neural network with pixel-wise sparse graph reasoning for COVID-19 lesion segmentation in CT images
por: Jia, Haozhe, et al.
Publicado: (2023)

Pixel-Wise Crack Detection Using Deep Local Pattern Predictor for Robot Application
por: Li, Yundong, et al.
Publicado: (2018)

Detection and Confirmation of Multiple Human Targets Using Pixel-Wise Code Aperture Measurements
por: Kwan, Chiman, et al.
Publicado: (2020)

Pixel-wise programmability enables dynamic high-SNR cameras for high-speed microscopy
por: Zhang, Jie, et al.
Publicado: (2023)

Voxel-wise comparisons of cellular microstructure and diffusion-MRI in mouse hippocampus using 3D Bridging of Optically-clear histology with Neuroimaging Data (3D-BOND)
por: Stolp, H. B., et al.
Publicado: (2018)

Feasibility and preliminary diagnostic results of pixel-wise quantification of regadenoson first pass cardiac magnetic resonance perfusion imaging
por: Ta, Allison D, et al.
Publicado: (2014)

Pixel-wise statistical analysis of myocardial injury in STEMI patients with delayed enhancement MRI
por: Duchateau, Nicolas, et al.
Publicado: (2023)

Combined CNN and Pixel Feature Image for Fatty Liver Ultrasound Image Classification
por: Zhu, Haijiang, et al.
Publicado: (2022)

A pixel-wise annotated dataset of small overlooked indoor objects for semantic segmentation applications.
por: Mohamed, Elhassan, et al.
Publicado: (2022)

Development and validation of a pixel wise deep learning model to detect cataract on swept-source optical coherence tomography images
por: Zéboulon, Pierre, et al.
Publicado: (2022)

Coronary microvascular ischemia in hypertrophic cardiomyopathy - a pixel-wise quantitative cardiovascular magnetic resonance perfusion study
por: Ismail, Tevfik F, et al.
Publicado: (2014)

Fully automated pixel-wise myocardial blood flow quantification with first-pass perfusion CMR
por: Hsu, Li-Yueh, et al.
Publicado: (2016)

Pixel-wise reconstruction of tissue absorption coefficients in photoacoustic tomography using a non-segmentation iterative method
por: Zhang, Shuangyang, et al.
Publicado: (2022)

End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning
por: Singh, Gurpreet, et al.
Publicado: (2021)

Automated segmentation by pixel classification of retinal layers in ophthalmic OCT images
por: Vermeer, K. A., et al.
Publicado: (2011)

A Hyperspectral Image Classification Framework with Spatial Pixel Pair Features
por: Ran, Lingyan, et al.
Publicado: (2017)

Moving beyond the lines: lung ultrasound pixel-wise computer-assisted analysis for critically ill patients
por: Faucoz, Orphée, et al.
Publicado: (2023)

Privacy-Preserving Image Classification Using ConvMixer with Adaptative Permutation Matrix and Block-Wise Scrambled Image Encryption
por: Qi, Zheng, et al.
Publicado: (2023)

XFinger-Net: Pixel-Wise Segmentation Method for Partially Defective Fingerprint Based on Attention Gates and U-Net
por: Wan, Guo Chun, et al.
Publicado: (2020)

Histological validation of calcifications in the human hippocampus as seen on computed tomography
por: Peters, Melissa E. M., et al.
Publicado: (2018)

Hippocampus Segmentation-Based Alzheimer’s Disease Diagnosis and Classification of MRI Images
por: Balasundaram, A., et al.
Publicado: (2023)

Radiological tumor classification across imaging modality and histology
por: Wu, Jia, et al.
Publicado: (2021)

Nonlinear Image Registration and Pixel Classification Pipeline for the Study of Tumor Heterogeneity Maps
por: Nicolás-Sáenz, Laura, et al.
Publicado: (2020)

Sex- and age-specific normal values for automated quantitative pixel-wise myocardial perfusion cardiovascular magnetic resonance
por: Brown, Louise A E, et al.
Publicado: (2022)

Lightweight image steganalysis with block-wise pruning
por: Hong, Eungi, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_ncmlka1abesu78v9rme40h67si