Cargando…

Machine Learning Provides an Accurate Classification of Diffuse Large B-Cell Lymphoma from Immunohistochemical Data

BACKGROUND: The classification of diffuse large B-cell lymphomas into Germinal Center (GCB) and non-GC subtypes defines disease subgroups which are different both in terms of gene expression and prognosis. Given their clinical significance, several classification algorithms have been designed, some...

Descripción completa

Detalles Bibliográficos
Autor principal:	Costa, Carlos Bruno Tavares Da
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Medknow Publications & Media Pvt Ltd 2018
Materias:	Brief Report
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6029013/ https://www.ncbi.nlm.nih.gov/pubmed/30034919 http://dx.doi.org/10.4103/jpi.jpi_14_18

Ejemplares similares

Diffuse large B-cell lymphoma: An immunohistochemical approach to diagnosis
por: Sethi, Aashka, et al.
Publicado: (2019)

Machine Learning-based Classification of Diffuse Large B-cell Lymphoma Patients by Their Protein Expression Profiles
por: Deeb, Sally J., et al.
Publicado: (2015)

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

Machine learning‐based classification of diffuse large B‐cell lymphoma patients by eight gene expression profiles
por: Zhao, Shuangtao, et al.
Publicado: (2016)

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

Immunohistochemical and Molecular Characteristics with Prognostic Significance in Diffuse Large B-Cell Lymphoma
por: Bellas, Carmen, et al.
Publicado: (2014)

Prognostic value of immunohistochemical algorithms in gastrointestinal diffuse large B-cell lymphoma
por: Hwang, Hee Sang, et al.
Publicado: (2013)

Correlation between Immunohistochemical Subtype and Clinicopathological Features in Patients with Diffuse Large B-cell Lymphoma
por: PATRASCU, ANA-MARIA, et al.
Publicado: (2017)

A Case of Cutaneous Epstein-Barr Virus-Associated Diffuse Large B-Cell Lymphoma in an Angioimmunoblastic T-Cell Lymphoma
por: Lee, Mi-Hye, et al.
Publicado: (2016)

Molecular classification and therapeutics in diffuse large B-cell lymphoma
por: Shimkus, Gaelen, et al.
Publicado: (2023)

Artificial intelligence to detect MYC translocation in slides of diffuse large B-cell lymphoma
por: Swiderska-Chadaj, Zaneta, et al.
Publicado: (2020)

Immunohistochemical Expression of Programmed Death Ligand 1 in Oral Extranodal Diffuse Large B Cell Lymphoma
por: Said, Rania Hanafi Mahmoud, et al.
Publicado: (2022)

Subtype classification of malignant lymphoma using immunohistochemical staining pattern
por: Hashimoto, Noriaki, et al.
Publicado: (2022)

miR-4284 and miR-4484 as Putative Biomarkers for Diffuse Large B-Cell Lymphoma
por: Tamaddon, Gholamhossein, et al.
Publicado: (2016)

Development of Hallux Valgus Classification Using Digital Foot Images with Machine Learning
por: Hida, Mitsumasa, et al.
Publicado: (2023)

Discriminant analysis and machine learning approach for evaluating and improving the performance of immunohistochemical algorithms for COO classification of DLBCL
por: Perfecto-Avalos, Yocanxóchitl, et al.
Publicado: (2019)

Accurate interpretation of p53 immunohistochemical patterns is a surrogate biomarker for TP53 alterations in large B-cell lymphoma
por: Li, Xinyi, et al.
Publicado: (2023)

CRISPRcasIdentifier: Machine learning for accurate identification and classification of CRISPR-Cas systems
por: Padilha, Victor A, et al.
Publicado: (2020)

Accurate classification of COVID‐19 patients with different severity via machine learning
por: Sun, Chaoyang, et al.
Publicado: (2021)

Prognostic Implication of Semi-quantitative Immunohistochemical Assessment of CD20 Expression in Diffuse Large B-Cell Lymphoma
por: Choi, Chang Hwan, et al.
Publicado: (2016)

Immunohistochemical and genomic profiles of diffuse large B-cell lymphomas: Implications for targeted EZH2 inhibitor therapy?
por: Dubois, Sydney, et al.
Publicado: (2015)

Inactivation of the PRDM1/BLIMP1 gene in diffuse large B cell lymphoma
por: Pasqualucci, Laura, et al.
Publicado: (2006)

The Machine Learned Stethoscope Provides Accurate Operator Independent Diagnosis of Chest Disease
por: Kotb, Magd Ahmed, et al.
Publicado: (2020)

Development and Structure of an Accurate Machine Learning Algorithm to Predict Inpatient Mortality and Hospice Outcomes in the Coronavirus Disease 2019 Era
por: Chi, Stephen, et al.
Publicado: (2022)

A bioinformatics perspective on molecular classification of diffuse large B-cell lymphoma
por: Mendeville, Matias, et al.
Publicado: (2022)

Determining clinical course of diffuse large B-cell lymphoma using targeted transcriptome and machine learning algorithms
por: Albitar, Maher, et al.
Publicado: (2022)

Diffuse large B-cell lymphoma of the parotid gland: Cytological, histopathological, and immunohistochemical features: A rare case report
por: Andola, Sainath K, et al.
Publicado: (2016)

Application of Machine Learning Models for Early Detection and Accurate Classification of Type 2 Diabetes
por: Iparraguirre-Villanueva, Orlando, et al.
Publicado: (2023)

Accurate classification of fresh and charred grape seeds to the varietal level, using machine learning based classification method
por: Landa, Vlad, et al.
Publicado: (2021)

Large-scale machine learning for metagenomics sequence classification
por: Vervier, Kévin, et al.
Publicado: (2016)

Machine learning approaches for large scale classification of produce
por: Gupta, Otkrist, et al.
Publicado: (2018)

Impact of Feature Choice on Machine Learning Classification of Fractional Anomalous Diffusion
por: Loch-Olszewska, Hanna, et al.
Publicado: (2020)

Classification of paediatric brain tumours by diffusion weighted imaging and machine learning
por: Novak, Jan, et al.
Publicado: (2021)

Secondary infiltration of the central nervous system in patients with diffuse large B-cell lymphoma
por: da Rocha, Talita Maira Bueno da Silveira, et al.
Publicado: (2013)

CT-based radiomics model with machine learning for predicting primary treatment failure in diffuse large B-cell Lymphoma
por: Santiago, Raoul, et al.
Publicado: (2021)

Array-comparative genomic hybridization profiling of immunohistochemical subgroups of diffuse large B-cell lymphoma shows distinct genomic alterations
por: Guo, Ying, et al.
Publicado: (2014)

Extracellular Vesicles in Diffuse Large B Cell Lymphoma: Characterization and Diagnostic Potential
por: Matthiesen, Rune, et al.
Publicado: (2022)

Concomitant Treatment of Hepatitis C Virus and Diffuse Large B-Cell Lymphoma with Direct-Acting Antivirals in HIV Coinfection: A Case Report
por: Gallipani, Alyssa, et al.
Publicado: (2019)

Is local review of positron emission tomography scans sufficient in diffuse large B‐cell lymphoma clinical trials? A CALGB 50303 analysis
por: Torka, Pallawi, et al.
Publicado: (2023)

Healthcare Provider Experience in Diagnosing and Treating Cutaneous T-Cell Lymphoma
por: Boh, Erin, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_kdraqr469v45adqdssctg76q19