AIMC Topic: Vincristine

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F-FDG PET radiomics score construction by automatic machine learning for treatment response prediction in elderly patients with diffuse large B-cell lymphoma: a multicenter study.

Journal of cancer research and clinical oncology Mar 28, 2025
PURPOSE: To explore the development and validation of automated machine learning (AutoML) models for F-FDG PET imaging-based radiomics signatures to predict treatment response in elderly patients with diffuse large B-cell lymphoma (DLBCL).
Antineoplastic Combined Chemotherapy Protocols Treatment Outcome Radiopharmaceuticals Male Middle Aged Prednisone Rituximab Vincristine Cyclophosphamide Female Fluorodeoxyglucose F18 Aged Machine Learning Positron-Emission Tomography Prognosis Humans Retrospective Studies Radiomics Aged, 80 and over Lymphoma, Large B-Cell, Diffuse
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Vitamin D deficiency and supplementation in patients with aggressive B-cell lymphomas treated with immunochemotherapy.

Cancer medicine Dec 22, 2017
Vitamin D deficiency has been reported to be a negative prognostic factor in elderly patients with aggressive B-cell lymphomas. In vitro data suggest that vitamin D supplementation may enhance rituximab-mediated cytotoxicity. We prospectively assesse...
Disease-Free Survival Middle Aged Rituximab Doxorubicin Aged Immunotherapy Cholecalciferol Treatment Outcome Cyclophosphamide Lymphoma, Large B-Cell, Diffuse Vitamin D Vitamin D Deficiency Vincristine Prednisone Antineoplastic Combined Chemotherapy Protocols Male Humans Dietary Supplements Female
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Machine learning-based classification of diffuse large B-cell lymphoma patients by eight gene expression profiles.

Cancer medicine Feb 11, 2016
Gene expression profiling (GEP) had divided the diffuse large B-cell lymphoma (DLBCL) into molecular subgroups: germinal center B-cell like (GCB), activated B-cell like (ABC), and unclassified (UC) subtype. However, this classification with prognosti...
Male Antibodies, Monoclonal, Murine-Derived Middle Aged Germinal Center ROC Curve Antineoplastic Combined Chemotherapy Protocols Gene Expression Profiling Humans Aged Cyclophosphamide Sensitivity and Specificity Prognosis Databases, Genetic Prednisone Lymphoma, Large B-Cell, Diffuse Female Doxorubicin Vincristine Rituximab Survival Analysis Genes, Neoplasm Treatment Outcome Support Vector Machine
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Artificial intelligence can help individualize Wilms tumor treatment by predicting tumor response to preoperative chemotherapy.

Investigative and clinical urology Jan 1, 2025
PURPOSE: To create a computer-aided prediction (CAP) system to predict Wilms tumor (WT) responsiveness to preoperative chemotherapy (PC) using pre-therapy contrast-enhanced computed tomography (CECT).
Child Antineoplastic Combined Chemotherapy Protocols Treatment Outcome Adolescent Child, Preschool Preoperative Care Vincristine Wilms Tumor Kidney Neoplasms Nephrectomy Retrospective Studies Tomography, X-Ray Computed Male Infant Female Humans Artificial Intelligence Precision Medicine Dactinomycin
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