Cargando…

Automated Diagnosis and Localization of Melanoma from Skin Histopathology Slides Using Deep Learning: A Multicenter Study

In traditional hospital systems, diagnosis and localization of melanoma are the critical challenges for pathological analysis, treatment instructions, and prognosis evaluation particularly in skin diseases. In literature, various studies have been reported to address these issues; however, a promine...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Tao, Xie, Peizhen, Liu, Jie, Chen, Mingliang, Zhao, Shuang, Kang, Wenjie, Zuo, Ke, Li, Fangfang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8564171/ https://www.ncbi.nlm.nih.gov/pubmed/34745503 http://dx.doi.org/10.1155/2021/5972962

Ejemplares similares

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

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

A deep learning framework for automated classification of histopathological kidney whole-slide images
por: Abdeltawab, Hisham A., et al.
Publicado: (2022)

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

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

Automated Detection and Scoring of Tumor-Infiltrating Lymphocytes in Breast Cancer Histopathology Slides
por: Yosofvand, Mohammad, et al.
Publicado: (2023)

Recognition of Cutaneous Melanoma on Digitized Histopathological Slides via Artificial Intelligence Algorithm
por: De Logu, Francesco, et al.
Publicado: (2020)

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

Automated analysis of whole slide digital skin biopsy images
por: Nofallah, Shima, et al.
Publicado: (2022)

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

Histopathological evaluation of non-melanoma skin cancer
por: Koyuncuer, Ali
Publicado: (2014)

Deep Learning Approach to Classify Cutaneous Melanoma in a Whole Slide Image
por: Li, Meng, et al.
Publicado: (2023)

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)

Non-melanoma skin cancer segmentation for histopathology dataset
por: Thomas, Simon M., 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)

Attention-Based Deep Neural Networks for Detection of Cancerous and Precancerous Esophagus Tissue on Histopathological Slides
por: Tomita, Naofumi, et al.
Publicado: (2019)

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)

Cancer diagnosis through a tandem of classifiers for digitized histopathological slides
por: Lichtblau, Daniel, 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)

Deep learning-based six-type classifier for lung cancer and mimics from histopathological whole slide images: a retrospective study
por: Yang, Huan, et al.
Publicado: (2021)

Automatic delineation of malignancy in histopathological head and neck slides
por: Mete, Mutlu, et al.
Publicado: (2007)

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

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

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

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

Substantial improvement of histopathological diagnosis by whole-slide image-based remote consultation
por: Shinohara, Shizu, et al.
Publicado: (2022)

Facial Expression Recognition Using Local Sliding Window Attention
por: Qiu, Shuang, et al.
Publicado: (2023)

Automated Detection of Celiac Disease on Duodenal Biopsy Slides: A Deep Learning Approach
por: Wei, Jason W., et al.
Publicado: (2019)

Automated skin biopsy histopathological image annotation using multi-instance representation and learning
por: Zhang, Gang, et al.
Publicado: (2013)

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

Automated diagnosis of 7 canine skin tumors using machine learning on H&E-stained whole slide images
por: Fragoso-Garcia, Marco, et al.
Publicado: (2023)

Histopathology of melanoma.
por: Smith, G. J.
Publicado: (1975)

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

Melanoma Diagnosis: The Importance of Histopathological Report
por: Filosa, Alessandra, et al.
Publicado: (2018)

Validation of diagnostic accuracy using digital slides in routine histopathology
por: Fónyad, László, et al.
Publicado: (2012)

Histopathology: ditch the slides, because digital and 3D are on show
por: Jansen, Ilaria, et al.
Publicado: (2018)

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

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

Cannot write session to /tmp/vufind_sessions/sess_6utcc7r2fqnkdi3cciqk4rjakb