K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data
Advances in recent techniques for scientific data collection in the era of big data allow for the
systematic accumulation of large quantities of data at various data-capturing sites. Similarly …
systematic accumulation of large quantities of data at various data-capturing sites. Similarly …
2021 update on diffuse large B cell lymphoma: a review of current data and potential applications on risk stratification and management
S Susanibar‐Adaniya, SK Barta - American journal of …, 2021 - Wiley Online Library
Diffuse large B cell lymphoma (DLBCL), the most common type of Non‐Hodgkin lymphoma
(NHL), comprises a heterogeneous group of diseases with different biology, clinical …
(NHL), comprises a heterogeneous group of diseases with different biology, clinical …
[HTML][HTML] Polatuzumab vedotin in previously untreated diffuse large B-cell lymphoma
H Tilly, F Morschhauser, LH Sehn… - … England Journal of …, 2022 - Mass Medical Soc
Background Diffuse large B-cell lymphoma (DLBCL) is typically treated with rituximab,
cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP). However, only 60 …
cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP). However, only 60 …
Effect of ibrutinib with R-CHOP chemotherapy in genetic subtypes of DLBCL
In diffuse large B cell lymphoma (DLBCL), tumors belonging to the ABC but not GCB gene
expression subgroup rely upon chronic active B cell receptor signaling for viability, a …
expression subgroup rely upon chronic active B cell receptor signaling for viability, a …
Enhanced detection of minimal residual disease by targeted sequencing of phased variants in circulating tumor DNA
Circulating tumor-derived DNA (ctDNA) is an emerging biomarker for many cancers, but the
limited sensitivity of current detection methods reduces its utility for diagnosing minimal …
limited sensitivity of current detection methods reduces its utility for diagnosing minimal …
A probabilistic classification tool for genetic subtypes of diffuse large B cell lymphoma with therapeutic implications
GW Wright, JD Phelan, ZA Coulibaly, S Roulland… - Cancer cell, 2020 - cell.com
The development of precision medicine approaches for diffuse large B cell lymphoma
(DLBCL) is confounded by its pronounced genetic, phenotypic, and clinical heterogeneity …
(DLBCL) is confounded by its pronounced genetic, phenotypic, and clinical heterogeneity …
Inferring gene expression from cell-free DNA fragmentation profiles
Profiling of circulating tumor DNA (ctDNA) in the bloodstream shows promise for
noninvasive cancer detection. Chromatin fragmentation features have previously been …
noninvasive cancer detection. Chromatin fragmentation features have previously been …
Determining cell type abundance and expression from bulk tissues with digital cytometry
Single-cell RNA-sequencing has emerged as a powerful technique for characterizing
cellular heterogeneity, but it is currently impractical on large sample cohorts and cannot be …
cellular heterogeneity, but it is currently impractical on large sample cohorts and cannot be …
Toward a foundation model of causal cell and tissue biology with a Perturbation Cell and Tissue Atlas
JE Rood, A Hupalowska, A Regev - Cell, 2024 - cell.com
Comprehensively charting the biologically causal circuits that govern the phenotypic space
of human cells has often been viewed as an insurmountable challenge. However, in the last …
of human cells has often been viewed as an insurmountable challenge. However, in the last …
The landscape of tumor cell states and ecosystems in diffuse large B cell lymphoma
Biological heterogeneity in diffuse large B cell lymphoma (DLBCL) is partly driven by cell-of-
origin subtypes and associated genomic lesions, but also by diverse cell types and cell …
origin subtypes and associated genomic lesions, but also by diverse cell types and cell …