Identifying relapses and stem cell transplants in pediatric acute lymphoblastic leukemia using administrative data: Capturing national outcomes irrespective of trial enrollment.
Viviane C CahenYimei LiKelly D GetzCaitlin W ElgartenAmanda M DiNofiaJennifer J WilkesLena E WinestoneYuan-Shung V HuangTamara P MillerMaria Monica J GramatgesKaren R RabinBrian T FisherRichard AplencAlix E SeifPublished in: Pediatric blood & cancer (2020)
Administrative data can be used to identify relapse and HSCT accurately in children with ALL whether they occur on- or off-therapy, in contrast with published approaches. This method has wide potential applicability for estimating these incidences in pediatric ALL, including patients not enrolled on clinical trials.
Keyphrases
- clinical trial
- acute lymphoblastic leukemia
- stem cells
- end stage renal disease
- electronic health record
- ejection fraction
- newly diagnosed
- big data
- young adults
- phase ii
- prognostic factors
- peritoneal dialysis
- healthcare
- magnetic resonance imaging
- systematic review
- insulin resistance
- adipose tissue
- climate change
- allogeneic hematopoietic stem cell transplantation
- skeletal muscle
- contrast enhanced
- deep learning
- bone marrow