0000000001070261

AUTHOR

Ana Pilar Gonzalez-rodriguez

showing 2 related works from this author

A machine learning model based on tumor and immune biomarkers to predict undetectable MRD and survival outcomes in multiple myeloma

2022

Abstract Purpose: Undetectable measurable residual disease (MRD) is a surrogate of prolonged survival in multiple myeloma. Thus, treatment individualization based on the probability of a patient achieving undetectable MRD with a singular regimen could represent a new concept toward personalized treatment, with fast assessment of its success. This has never been investigated; therefore, we sought to define a machine learning model to predict undetectable MRD at the onset of multiple myeloma. Experimental Design: This study included 487 newly diagnosed patients with multiple myeloma. The training (n = 152) and internal validation cohorts (n = 149) consisted of 301 transplant-eligible patients…

Machine LearningSurvival Ratemultiple myelomaCancer ResearchNeoplasm ResidualMRDOncologyimmunomonitoringHumansBiomarkersAgedmachine learning.
researchProduct

Effect of Recombinant Zoster Vaccine on Incidence of Herpes Zoster After Autologous Stem Cell Transplantation A Randomized Clinical Trial

2019

###EgeUn###

AdultMalemedicine.medical_specialtyHerpes Zoster Vaccinemedicine.medical_treatmentvirusesVaccines Synthetic/administration & dosageHematopoietic stem cell transplantationPlaceboInjections IntramuscularTransplantation Autologous01 natural sciencesHerpes Zoster Vaccine/administration & dosage03 medical and health sciences0302 clinical medicineAutologous stem-cell transplantationAdjuvants ImmunologicInternal medicinehemic and lymphatic diseasesmedicineHumansSingle-Blind Method030212 general & internal medicine0101 mathematicsAdverse effectHospitalization/statistics & numerical dataProportional Hazards ModelsImmunocompromised hostintegumentary systembusiness.industryIncidence (epidemiology)010102 general mathematicsvirus diseasesGeneral MedicineMiddle AgedNeuralgia Postherpetic/prevention & controlTransplantationsurgical procedures operativeHerpes Zoster/epidemiologyhematopoietic stem cell transplantationoncologyincidenceFemaleZoster vaccinebusinessFollow-Up Studiesmedicine.drug
researchProduct