Cargando…

A deep learning framework for automated classification of histopathological kidney whole-slide images

BACKGROUND: Renal cell carcinoma is the most common type of malignant kidney tumor and is responsible for 14,830 deaths per year in the United States. Among the four most common subtypes of renal cell carcinoma, clear cell renal cell carcinoma has the worst prognosis and clear cell papillary renal c...

Descripción completa

Detalles Bibliográficos
Autores principales:	Abdeltawab, Hisham A., Khalifa, Fahmi A., Ghazal, Mohammed A., Cheng, Liang, El-Baz, Ayman S., Gondim, Dibson D.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2022
Materias:	Original Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576982/ https://www.ncbi.nlm.nih.gov/pubmed/36268061 http://dx.doi.org/10.1016/j.jpi.2022.100093

Ejemplares similares

A pyramidal deep learning pipeline for kidney whole-slide histology images classification
por: Abdeltawab, Hisham, et al.
Publicado: (2021)

Author Correction: A pyramidal deep learning pipeline for kidney whole-slide histology images classification
por: Abdeltawab, Hisham, et al.
Publicado: (2021)

Automated Diagnosis of Optical Coherence Tomography Angiography (OCTA) Based on Machine Learning Techniques
por: Yasser, Ibrahim, et al.
Publicado: (2022)

An Automated CAD System for Accurate Grading of Uveitis Using Optical Coherence Tomography Images
por: Haggag, Sayed, et al.
Publicado: (2021)

Multi-Stage Classification-Based Deep Learning for Gleason System Grading Using Histopathological Images
por: Hammouda, Kamal, et al.
Publicado: (2022)

Development and Evaluation of a Novel Deep-Learning-Based Framework for the Classification of Renal Histopathology Images
por: Abu Haeyeh, Yasmine, et al.
Publicado: (2022)

Evaluation of a Deep Neural Network for Automated Classification of Colorectal Polyps on Histopathologic Slides
por: Wei, Jason W., et al.
Publicado: (2020)

Biomarkers for Kidney-Transplant Rejection: A Short Review Study
por: Sharaby, Israa, et al.
Publicado: (2023)

Unsupervised Domain Adaptation for Classification of Histopathology Whole-Slide Images
por: Ren, Jian, et al.
Publicado: (2019)

Feasibility of fully automated classification of whole slide images based on deep learning
por: Cho, Kyung-Ok, et al.
Publicado: (2020)

A Novel CNN-Based CAD System for Early Assessment of Transplanted Kidney Dysfunction
por: Abdeltawab, Hisham, et al.
Publicado: (2019)

A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens
por: Hammouda, Kamal, et al.
Publicado: (2021)

Transfer Learning Approach for Classification of Histopathology Whole Slide Images
por: Ahmed, Shakil, et al.
Publicado: (2021)

A multi-center performance assessment for automated histopathological classification and grading of glioma using whole slide images
por: Jin, Lei, et al.
Publicado: (2023)

Multi-Stage Classification of Retinal OCT Using Multi-Scale Ensemble Deep Architecture
por: Akinniyi, Oluwatunmise, et al.
Publicado: (2023)

Real-time whole slide mosaicing for non-automated microscopes in histopathology analysis
por: Gherardi, Alessandro, et al.
Publicado: (2013)

Deep Learning for Classification of Colorectal Polyps on Whole-slide Images
por: Korbar, Bruno, et al.
Publicado: (2017)

Deep learning-based framework for slide-based histopathological image analysis
por: Kosaraju, Sai, et al.
Publicado: (2022)

Deep Learning-Based Classification of Uterine Cervical and Endometrial Cancer Subtypes from Whole-Slide Histopathology Images
por: Song, JaeYen, et al.
Publicado: (2022)

Histopathological whole slide image dataset for classification of treatment effectiveness to ovarian cancer
por: Wang, Ching-Wei, et al.
Publicado: (2022)

A fast and effective detection framework for whole-slide histopathology image analysis
por: Ruan, Jun, et al.
Publicado: (2021)

Predicting the Level of Respiratory Support in COVID-19 Patients Using Machine Learning
por: Abdeltawab, Hisham, et al.
Publicado: (2022)

Automated histological classification of whole slide images of colorectal biopsy specimens
por: Yoshida, Hiroshi, et al.
Publicado: (2017)

Accurate diagnosis of lymphoma on whole-slide histopathology images using deep learning
por: Syrykh, Charlotte, et al.
Publicado: (2020)

Deep Learning for Whole-Slide Tissue Histopathology Classification: A Comparative Study in the Identification of Dysplastic and Non-Dysplastic Barrett’s Esophagus
por: Sali, Rasoul, et al.
Publicado: (2020)

Contrastive Multiple Instance Learning: An Unsupervised Framework for Learning Slide-Level Representations of Whole Slide Histopathology Images without Labels
por: Tavolara, Thomas E., et al.
Publicado: (2022)

Deep Learning for Automatic Subclassification of Gastric Carcinoma Using Whole-Slide Histopathology Images
por: Jang, Hyun-Jong, et al.
Publicado: (2021)

Deep learning based registration of serial whole-slide histopathology images in different stains
por: Roy, Mousumi, et al.
Publicado: (2023)

A Weakly Supervised Deep Learning Framework for Whole Slide Classification to Facilitate Digital Pathology in Animal Study
por: Bussola, Nicole, et al.
Publicado: (2023)

Anonymization of whole slide images in histopathology for research and education
por: Bisson, Tom, et al.
Publicado: (2023)

Predicting oncogene mutations of lung cancer using deep learning and histopathologic features on whole-slide images
por: Tomita, Naofumi, et al.
Publicado: (2022)

Integrating morphologic and molecular histopathological features through whole slide image registration and deep learning
por: Faust, Kevin, et al.
Publicado: (2022)

Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images
por: Wetstein, Suzanne C., et al.
Publicado: (2022)

Automated Deep Learning-Based Classification of Wilms Tumor Histopathology
por: van der Kamp, Ananda, et al.
Publicado: (2023)

Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning
por: Gupta, Pushpanjali, et al.
Publicado: (2021)

A generalized deep learning framework for whole-slide image segmentation and analysis
por: Khened, Mahendra, et al.
Publicado: (2021)

The histopathological diagnosis of atypical meningioma: glass slide versus whole slide imaging for grading assessment
por: Ammendola, Serena, et al.
Publicado: (2020)

SlideJ: An ImageJ plugin for automated processing of whole slide images
por: Della Mea, Vincenzo, et al.
Publicado: (2017)

Deep learning-based histopathological segmentation for whole slide images of colorectal cancer in a compressed domain
por: Kim, Hyeongsub, et al.
Publicado: (2021)

Automated Diagnosis and Localization of Melanoma from Skin Histopathology Slides Using Deep Learning: A Multicenter Study
por: Li, Tao, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_j92sa6etno1is7npq7e1jmoofc