Cargando…

Automatic extraction of cell nuclei from H&E-stained histopathological images

Extraction of cell nuclei from hematoxylin and eosin (H&E)-stained histopathological images is an essential preprocessing step in computerized image analysis for disease detection, diagnosis, and prognosis. We present an automated cell nuclei segmentation approach that works with H&E-stained...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yi, Faliu, Huang, Junzhou, Yang, Lin, Xie, Yang, Xiao, Guanghua
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Society of Photo-Optical Instrumentation Engineers 2017
Materias:	Digital Pathology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5478972/ https://www.ncbi.nlm.nih.gov/pubmed/28653017 http://dx.doi.org/10.1117/1.JMI.4.2.027502

Ejemplares similares

Automatic Nuclei Segmentation in H&E Stained Breast Cancer Histopathology Images
por: Veta, Mitko, et al.
Publicado: (2013)

Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks
por: Yi, Faliu, et al.
Publicado: (2018)

Recurrence analysis on prostate cancer patients with Gleason score 7 using integrated histopathology whole-slide images and genomic data through deep neural networks
por: Ren, Jian, et al.
Publicado: (2018)

Video compression to support the expansion of whole-slide imaging into cytology
por: Zarella, Mark D., et al.
Publicado: (2019)

Detection of COVID-19 from chest x-ray images using transfer learning
por: Manokaran, Jenita, et al.
Publicado: (2021)

3D CNN classification model for accurate diagnosis of coronavirus disease 2019 using computed tomography images
por: Li, Yifan, et al.
Publicado: (2021)

COVID-19 detection method based on SVRNet and SVDNet in lung x-rays
por: Rao, Kedong, et al.
Publicado: (2021)

Histopathology in 3D: From three-dimensional reconstruction to multi-stain and multi-modal analysis
por: Magee, Derek, et al.
Publicado: (2015)

Automated, Quantitative Analysis of Histopathological Staining in Nuclei
por: Henao, Ricardo, et al.
Publicado: (2014)

Feature analysis of cell nuclear chromatin distribution in support of cervical cytology
por: Komagata, Hideki, et al.
Publicado: (2017)

Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification
por: Wilm, Frauke, et al.
Publicado: (2022)

Pilot study to evaluate tools to collect pathologist annotations for validating machine learning algorithms
por: Elfer, Katherine, et al.
Publicado: (2022)

Cell2Grid: an efficient, spatial, and convolutional neural network-ready representation of cell segmentation data
por: Herbsthofer, Laurin, et al.
Publicado: (2022)

Efficient FPGA Implementation of Automatic Nuclei Detection in Histopathology Images
por: Zhou, Haonan, et al.
Publicado: (2019)

Image Descriptors for Weakly Annotated Histopathological Breast Cancer Data
por: Stanitsas, Panagiotis, et al.
Publicado: (2020)

Automatic Quantification of Immunohistochemically Stained Cell Nuclei Using Unsupervised Image Analysis
por: Ranefall, Petter, et al.
Publicado: (1998)

Histological Stains in the Past, Present, and Future
por: Javaeed, Arslaan, et al.
Publicado: (2021)

Dataset of segmented nuclei in hematoxylin and eosin stained histopathology images of ten cancer types
por: Hou, Le, et al.
Publicado: (2020)

Multi-tissue and multi-scale approach for nuclei segmentation in H&E stained images
por: Salvi, Massimo, et al.
Publicado: (2018)

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

Enhancing automatic classification of hepatocellular carcinoma images through image masking, tissue changes and trabecular features
por: Aziz, Maulana Abdul, et al.
Publicado: (2015)

Nuclei segmentation of HE stained histopathological images based on feature global delivery connection network
por: Shi, Peng, et al.
Publicado: (2022)

Signature maps for automatic identification of prostate cancer from colorimetric analysis of H&E- and IHC-stained histopathological specimens
por: Leng, Ethan, et al.
Publicado: (2019)

Comparison of Different Histological Staining Methods for Detection of Helicobacter pylori Infection in Gastric Biopsy
por: Yadav, Rita, et al.
Publicado: (2022)

An automatic nuclei segmentation method based on deep convolutional neural networks for histopathology images
por: Jung, Hwejin, et al.
Publicado: (2019)

Synchronous Bilateral Primary Testicular Tumors With Discordant Histopathology
por: Liu, Louisa, et al.
Publicado: (2021)

Quantitative Analysis of Mucin Expression Using Combined Alcian Blue-Periodic Acid Schiff (AB-PAS) Stain and Combined High Iron Diamine-Alcian Blue (HID-AB) Stain and the Correlation With Histomorphological Score in Chronic Calculous Cholecystitis
por: Vadivazhagan, Karthikeyan, et al.
Publicado: (2022)

Stain guided mean-shift filtering in automatic detection of human tissue nuclei
por: Zhou, Yu, et al.
Publicado: (2013)

Automatic Quantification of Immunohistochemically Stained Cell Nuclei Based on Standard Reference Cells
por: Ranefall, Petter, et al.
Publicado: (1998)

Medical education in the digital age: Digital whole slide imaging as an e-learning tool
por: Foster, Kirk
Publicado: (2010)

Standardization of Manual Method of Immunohistochemical Staining for Breast Cancer Biomarkers at Tertiary Cancer Care Center: An Audit
por: Rana, Manjit K, et al.
Publicado: (2022)

Histopathological Findings in COVID-19 Cases: A Systematic Review
por: Hammoud, Hamed, et al.
Publicado: (2022)

Histopathological Spectrum of Ovarian Neoplasms: A Single-Center Study
por: Batool, Ayma, et al.
Publicado: (2022)

Histopathological Characteristics and Prognosis of Malignant Acral Melanomas in Pakistani Patients
por: Shahid, Anum, et al.
Publicado: (2023)

Deep-Learning-Based Hepatic Ploidy Quantification Using H&E Histopathology Images
por: Wen, Zhuoyu, et al.
Publicado: (2023)

Agreement Between Mucicarmine-Stained Bronchial Brushing and Bronchial Biopsy in Subtyping Non-small Cell Lung Carcinoma
por: Rizvi, Syeda Fatima, et al.
Publicado: (2023)

Histopathological Diagnosis of Eumycetoma With Paraspinal Sinuses: A Rare Case Report
por: Sonone, Pankaj P, et al.
Publicado: (2022)

Correlation of Mammography, Ultrasound and Sonoelastographic Findings With Histopathological Diagnosis in Breast Lesions
por: Thomas, Ruby, et al.
Publicado: (2022)

A Histopathological Study of Endometrial Biopsy Samples in Abnormal Uterine Bleeding
por: Vijayaraghavan, Ashi, et al.
Publicado: (2022)

Aetiology, Epidemiology, Histopathology, Classification, Detailed Evaluation, and Treatment of Ovarian Cancer
por: Zamwar, Udit M, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_82rb7ou2uil46a0refl5k7slrp