Cargando…

Artificial intelligence to detect MYC translocation in slides of diffuse large B-cell lymphoma

In patients with suspected lymphoma, the tissue biopsy provides lymphoma confirmation, classification, and prognostic factors, including genetic changes. We developed a deep learning algorithm to detect MYC rearrangement in scanned histological slides of diffuse large B-cell lymphoma. The H&E-st...

Descripción completa

Detalles Bibliográficos
Autores principales:	Swiderska-Chadaj, Zaneta, Hebeda, Konnie M., van den Brand, Michiel, Litjens, Geert
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2020
Materias:	Brief Report
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8448690/ https://www.ncbi.nlm.nih.gov/pubmed/32979109 http://dx.doi.org/10.1007/s00428-020-02931-4

Ejemplares similares

Impact of rescanning and normalization on convolutional neural network performance in multi-center, whole-slide classification of prostate cancer
por: Swiderska-Chadaj, Zaneta, et al.
Publicado: (2020)

A subset of low-grade B cell lymphomas with a follicular growth pattern but without a BCL2 translocation shows features suggestive of nodal marginal zone lymphoma
por: van den Brand, Michiel, et al.
Publicado: (2015)

Novel developments in the pathogenesis and diagnosis of extranodal marginal zone lymphoma
por: Schreuder, Max I., et al.
Publicado: (2017)

Convolutional neural networks can accurately distinguish four histologic growth patterns of lung adenocarcinoma in digital slides
por: Gertych, Arkadiusz, et al.
Publicado: (2019)

Content-based analysis of Ki-67 stained meningioma specimens for automatic hot-spot selection
por: Swiderska-Chadaj, Zaneta, et al.
Publicado: (2016)

Pathology Image Exchange: The Dutch Digital Pathology Platform for Exchange of Whole-Slide Images for Efficient Teleconsultation, Telerevision, and Virtual Expert Panels
por: van Diest, Paul J., et al.
Publicado: (2019)

Read the clonotype: Next-generation sequencing-based lymphocyte clonality analysis and perspectives for application in pathology
por: Groenen, Patricia J. T. A., et al.
Publicado: (2023)

Novel Approaches in Molecular Characterization of Classical Hodgkin Lymphoma
por: van Bladel, Diede A. G., et al.
Publicado: (2022)

The prognosis of MYC translocation positive diffuse large B‐cell lymphoma depends on the second hit
por: Clipson, Alexandra, et al.
Publicado: (2015)

Clonal Relationship and Mutation Analysis in Lymphoplasmacytic Lymphoma/Waldenström Macroglobulinemia Associated With Diffuse Large B-cell Lymphoma
por: Berendsen, Madeleine R., et al.
Publicado: (2023)

Burkitt lymphoma beyond MYC translocation: N-MYC and DNA methyltransferases dysregulation
por: De Falco, Giulia, et al.
Publicado: (2015)

Localization of spleen and kidney organs from CT scans based on classification of slices in rotational views
por: Les, Tomasz, et al.
Publicado: (2023)

New MYC IHC Classifier Integrating Quantitative Architecture Parameters to Predict MYC Gene Translocation in Diffuse Large B-Cell Lymphoma
por: Bigras, Gilbert, et al.
Publicado: (2018)

Changed concepts and definitions of myeloproliferative neoplasms (MPN), myelodysplastic syndromes (MDS) and myelodysplastic/myeloproliferative neoplasms (MDS/MPN) in the updated 2008 WHO classification
por: Hebeda, Konnie M., et al.
Publicado: (2009)

MYC translocation and/or BCL 2 protein expression are associated with poor prognosis in diffuse large B‐cell lymphoma
por: Kawamoto, Keisuke, et al.
Publicado: (2016)

Increased MYC expression without MYC gene translocation in patients with the diffuse large B-cell-lymphoma subtype of iatrogenic immunodeficiency-associated lymphoproliferative disorders
por: Kabasawa, Nobuyuki, et al.
Publicado: (2021)

Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics
por: Balkenhol, Maschenka CA., et al.
Publicado: (2021)

Axillary lymph nodes on PET in Hodgkin lymphoma after COVID‐19 vaccination
por: Arens, Anne I. J., et al.
Publicado: (2021)

Predicting biochemical recurrence of prostate cancer with artificial intelligence
por: Pinckaers, Hans, et al.
Publicado: (2022)

Clonality assessment and detection of clonal diversity in classic Hodgkin lymphoma by next-generation sequencing of immunoglobulin gene rearrangements
por: van Bladel, Diede A. G., et al.
Publicado: (2021)

Correction to: Clonality assessment and detection of clonal diversity in classic Hodgkin lymphoma by next-generation sequencing of immunoglobulin gene rearrangements
por: van Bladel, Diede A. G., et al.
Publicado: (2021)

Poor clinical outcome of relapsed/refractory diffuse large B-cell lymphoma with MYC translocation treated with polatuzumab vedotin, bendamustine, and rituximab
por: Saburi, Masuho, et al.
Publicado: (2023)

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

BCL-W makes only minor contributions to MYC-driven lymphoma development
por: Diepstraten, Sarah T., et al.
Publicado: (2023)

C-MYC and BCL2: Correlation between Protein Over-Expression and Gene Translocation and Impact on Outcome in Diffuse Large B Cell Lymphoma
por: Mohammed, Amrallah A, et al.
Publicado: (2019)

The use of artificial intelligence in interventional cardiology
por: Göçer, Hakan, et al.
Publicado: (2023)

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

Artificial intelligence for cellular phenotyping diagnosis of nasal polyps by whole-slide imaging
por: Wu, Qingwu, et al.
Publicado: (2021)

Whole Slide Images in Artificial Intelligence Applications in Digital Pathology: Challenges and Pitfalls
por: Basak, Kayhan, et al.
Publicado: (2023)

AID expression levels determine the extent of cMyc oncogenic translocations and the incidence of B cell tumor development
por: Takizawa, Makiko, et al.
Publicado: (2008)

Improvement of diagnosis in children with Burkitt lymphoma in Kenya: feasibility study for the implementation of fluorescence in situ hybridisation testing for MYC and the MYC/IGH translocation
por: Vance, Gail H, et al.
Publicado: (2023)

Comparison of the Manual, Semiautomatic, and Automatic Selection and Leveling of Hot Spots in Whole Slide Images for Ki-67 Quantification in Meningiomas
por: Swiderska, Zaneta, et al.
Publicado: (2015)

Artificial Intelligence/Machine Learning in Diabetes Care
por: Singla, Rajiv, et al.
Publicado: (2019)

Immunohistochemical Detection of MYC-driven Diffuse Large B-Cell Lymphomas
por: Kluk, Michael J., et al.
Publicado: (2012)

Water slide injuries in Jamaica
por: Fletcher, Cary K, et al.
Publicado: (2016)

Detection of malignancy in whole slide images of endometrial cancer biopsies using artificial intelligence
por: Fell, Christina, et al.
Publicado: (2023)

Copy Number Alteration and Mutational Profile of High-Grade B-Cell Lymphoma with MYC and BCL2 and/or BCL6 Rearrangements, Diffuse Large B-Cell Lymphoma with MYC-Rearrangement, and Diffuse Large B-Cell Lymphoma with MYC-Cluster Amplification
por: Miyaoka, Masashi, et al.
Publicado: (2022)

Diffuse Large B Cell Lymphoma Arising in Patients with Preexisting Hodgkin Lymphoma
por: Bellitti, Emilio, et al.
Publicado: (2022)

Correlation Between C-MYC, BCL-2, and BCL-6 Protein Expression and Gene Translocation as Biomarkers in Diagnosis and Prognosis of Diffuse Large B-cell Lymphoma
por: Zhang, YunXiang, et al.
Publicado: (2019)

C-MYC, BCL2 and BCL6 Translocation in B-cell Non-Hodgkin Lymphoma Cases
por: Salam, Dayang Sharyati Datu Abdul, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_futm5govaho6bmun7458fs5h15