ASOM: Age/Sex Optimal Matching
An R Shiny Application for
Optimal Donor Selection Across Multiple Outcomes For Hematopoietic Stem Cell Transplantation By Bayesian Nonparametric Machine Learning
Enter recipient characteristics and then press 'Predict!' below to generate predictions.
Note predictions may take several minutes to generate.
Predict!
Processing...
Recipient Characteristics
Donor Characteristics
Enter Recipient Characteristics:
Enter Demographics
Age
Sex
Male
Female
Uknown
Race
White
Black or AA
Asian
NHOPI
AIAN
Other
Multiple
Unknown
Ethnicity
Hispanic or Latino
Not Hispanic or Latino
Unknown
HCT-CI
KPS
5-digit zipcode (leave blank if unknown)
CMV+
No
Yes
Uknown
History of mechanical ventilation
No
Yes
Uknown
History of invasive fungal infection
No
Yes
Uknown
Prior autologous transplant
No
Yes
Uknown
Enter Disease Characteristics
Disease Specific Characteristics:
Disease
AML
ALL
Other leukemia
CML
MDS/MF
MPN
Other acute leukemia
NHL
HD
PCD
SAA
IEA
IIS
Other non-malignant
Disease status at time of HCT
PIF
CR1
CR2
>=CR3
Relapse
Unknown
AML: Number of induction cycles to achieve CR1
1
2
3+
Unknown
Cytogenetic ELN risk group for AML
Normal
Favorable
Intermediate
Poor
APL
Unknown
AML progression from MDS
No
Yes
Unknown
Therapy related AML
No
Yes
Unknown
Disease status at time of HCT
PIF
CR1
CR2
>=CR3
Relapse
Unknown
Number of induction cycles to achieve CR1
1
2
3+
Unknown
Ph chromosome
No
Yes
Unknown
ALL immunophenotype
T-cell
B-cell
Unknown
Cytogenetic score
Normal
Favorable
Intermediate
Poor
Other
Unknown
BCR/ABL molecular marker at last evaluation
No
Yes
Unknown
Disease status at time of HCT
CR
PR
Stable/Progressive
Unknown
17p abnormality
No
Yes
Unknown
Disease status at time of HCT
Hematologic CR
Chronic phase
Accelerated phase/Blast phase
Unknown
IPSS-R at diagnosis
Very low
Low
Intermediate
High
Very high
Unknown
Predisposing condition
No
Yes
Unknown
Therapy related MDS
No
Yes
Unknown
ISS stage at diagnosis
Stage I-II
Stage III
Unknown
Cytogenic risk
Normal
High risk
Standard risk
Test not done/unknown/No metaphases
Unknown
Disease status prior to HCT
SCR/CR
VGPR
PR
SD
PD/Relapse
Unknown
Disease status prior to HCT
Not chemoresistant
Chemoresistant
Unknown
Major disease subtype
Follicular
DLBCL
MCL
Other B-cell
T-cell
Unknown
Disease status prior to HCT
Not chemoresistant
Chemoresistant
Unknown
Enter Transplant Characteristics
Planned conditioning intensity
MAC
NMA
RIC
Unknown
TBI dose groups
No
Yes
Unknown
Graft type
Bone marrow
Peripheral blood
Unknown
GVHD prophylaxis
TDEPLETION +- other
CD34 select +- other
Cyclophosphamide +- others
FK506 + MMF +- others
FK506 + MTX +- others(not MMF)
FK506 alone
CSA + MMF +- others(not FK506)
CSA + MTX +- others(not MMF,FK506)
CSA alone
Other GVHD Prophylaxis
Gvhproph=1, but no Proph agent
Unknown
ATG/Campath use
No
Yes
Unknown
Upload patient profile
Save patient profile
Enter Donor Characteristics:
Specify the donor ages you would like to make predictions for.
Donor age range (years)
Donor age interval
1-year
2-year
3-year
4-year
Predictions will be made for the following donor ages:
Predictions:
1-Year Overall Survival
1-Year Event Free Survival
3-Year Overall Survival
3-Year Event Free Survival