AIMC Topic: Lymphoma, Mantle-Cell
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Machine learning based on multiplatform tests assists in subtype classification of mature B-cell neoplasms.
British journal of haematology
Dec 3, 2024
Mature B-cell neoplasms (MBNs) are clonal proliferative diseases encompassing over 40 subtypes. The WHO classification (morphology, immunology, cytogenetics and molecular biology) provides comprehensive diagnostic understandings. However, MBN subtypi...
Humans
Machine Learning
Retrospective Studies
Leukemia, Lymphocytic, Chronic, B-Cell
East Asian People
Mutation
Flow Cytometry
Bone Marrow
High-Throughput Nucleotide Sequencing
Immunohistochemistry
Lymphoma, B-Cell
Neprilysin
Lymphoma, Follicular
CD5 Antigens
Lymphoma, Mantle-Cell
Leukemia, Hairy Cell
Waldenstrom Macroglobulinemia
Deep Learning-Based Nuclear Morphometry Reveals an Independent Prognostic Factor in Mantle Cell Lymphoma.
The American journal of pathology
Sep 21, 2022
Blastoid/pleomorphic morphology is associated with short survival in mantle cell lymphoma (MCL), but its prognostic value is overridden by Ki-67 in multivariate analysis. Herein, a nuclear segmentation model was developed using deep learning, and nuc...
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