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Table 9 Relevant features found by SEQENS for the H12O+LAFE dataset for each target period. Variables in bold appear as common features in at least two time targets

From: Identification of relevant features using SEQENS to improve supervised machine learning models predicting AML treatment outcome

90 days

6 months

1 year

Age

Age

Age

TP53_VAF

TP53_VAF

TP53_VAF

SRSF2_VAF

SRSF2_VAF

SRSF2_VAF

 − 7/7q

−7/7q

−7/7q

EZH2_VAF

EZH2_VAF

EZH2_VAF

KIT_VAF

KIT_VAF

KIT_VAF

ASXL1_VAF

ASXL1_VAF

ASXL1_VAF

 − 5/5q

−5/5q

−5/5q

NPM1_VAF

NPM1_VAF

NPM1_VAF

IDH1_VAF

IDH1_VAF

Gender

−17/17p

BM_Blasts

BM_Blasts

JAK2_VAF

JAK2_VAF

SF3B1_VAF

BCOR_VAF

TET2_VAF

TET2_VAF

RUNX1_VAF

FLT3_ITD

FLT3_ITD

FLT3_VAF

MPL_VAF

FLT3_VAF

WBC

WBC

KMT2A_VAF

U2AF1_VAF

U2AF1_VAF

 
 

EPOR_VAF

EPOR_VAF