Penalized regression calibration: A method for the prediction of survival outcomes using complex longitudinal and high-dimensional data.
Sign Up to like & getrecommendations! Published in 2021 at "Statistics in medicine"
DOI: 10.1002/sim.9178
Abstract: Longitudinal and high-dimensional measurements have become increasingly common in biomedical research. However, methods to predict survival outcomes using covariates that are both longitudinal and high-dimensional are currently missing. In this article, we propose penalized regression… read more here.
Keywords: penalized regression; high dimensional; outcomes using; longitudinal high ... See more keywords
Patient-reported outcomes: using ESAS to screen for anemia
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DOI: 10.1007/s00520-019-05238-6
Abstract: Patient perspectives of their symptom burden provide valuable data to clinicians. We have investigated the Edmonton Symptom Assessment Scale (ESAS) extensively in our radiation oncology and supportive care clinics. We were interested in examining whether… read more here.
Keywords: reported outcomes; esas screen; anemia; outcomes using ... See more keywords
Comparison of Outcomes using Pediatric Index of Mortality (PIM)-3 and PIM-2 Models in a Pediatric Intensive Care Unit
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DOI: 10.1007/s13312-018-1421-2
Abstract: ObjectivesTo compare patient outcomes using the Pediatric Index of Mortality-3 (PIM-3) model with PIM-2 model for children admitted to the intensive care unit.MethodsWe prospectively recorded the baseline characteristics, variables of PIM-3 and PIM-2 at admission,… read more here.
Keywords: using pediatric; outcomes using; unit; pim ... See more keywords
Abstract O-15: COMPARISON OF OUTCOMES USING PEDIATRIC ACUTE RESPIRATORY DISTRESS SYNDROME (PARDS) DEFINITION AND THE BERLIN DEFINITIONS IN CHILDREN
Sign Up to like & getrecommendations! Published in 2018 at "Pediatric Critical Care Medicine"
DOI: 10.1097/01.pcc.0000537357.46312.9c
Abstract: 54/438 (12.3%) patients with PARDS from 5/10 (50.0%) centers were ventilated with NIV on day 1 of PARDS and included in this analysis. The median age, Pediatric Index of Mortality 2 score and oxygen saturation/… read more here.
Keywords: using pediatric; outcomes using; acute respiratory; comparison outcomes ... See more keywords
Outcomes of using flash glucose monitoring technology by children and young people with type 1 diabetes in a single arm study
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DOI: 10.1111/pedi.12735
Abstract: Outcomes of using flash glucose monitoring have been reported in adults. This trial evaluated use in children and teenagers with type 1 diabetes. read more here.
Keywords: outcomes using; flash glucose; using flash; type diabetes ... See more keywords
Improved outcomes using unmanipulated haploidentical hematopoietic stem cells combined with third‐party umbilical cord blood transplantation for non‐malignant diseases in children: The experience of a single center
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DOI: 10.1111/petr.13995
Abstract: Unmanipulated haploid HSCT for SAA has resulted in improved outcomes over recent years. However, studies related to unmanipulated haploid HSCs combined with tp‐UCB transplantation for other types of NMD are rare. Accordingly, we present the… read more here.
Keywords: unmanipulated haploid; outcomes using; using unmanipulated; improved outcomes ... See more keywords
Haemoglobin trajectories during pregnancy and associated outcomes using pooled maternity and hospitalization data from two tertiary hospitals
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DOI: 10.1111/vox.12839
Abstract: This study aimed to describe how haemoglobin trajectories in pregnant Australian women were associated with subsequent postpartum haemorrhage, blood transfusion and other outcomes. read more here.
Keywords: outcomes using; haemoglobin trajectories; associated outcomes; trajectories pregnancy ... See more keywords
Classification of crystallization outcomes using deep convolutional neural networks
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DOI: 10.1371/journal.pone.0198883
Abstract: The Machine Recognition of Crystallization Outcomes (MARCO) initiative has assembled roughly half a million annotated images of macromolecular crystallization experiments from various sources and setups. Here, state-of-the-art machine learning algorithms are trained and tested on… read more here.
Keywords: using deep; outcomes using; crystallization; deep convolutional ... See more keywords