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tracebloc

Federated learning applications you can try right now

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Federated learning applications you can try right now
Each template application is a complete federated workflow. Click any one to explore it — no account needed.

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Public
Template

Pharma

Rare Disease Biomarker Panel Validation Across Independent Cohorts
No.
Top models
Score
01
lightgbm
0.4544
02
4b9d3434
0.4391
03
xgboost
0.4317
tabular
Classification
Public
Template

Pharma

Safety Metabolomics for Drug-Induced Liver Injury Detection
No.
Top models
Score
01
fcn
1.1064
02
cnn
1.0938
03
sirius
0.9011
tabular
Classification
Public
Template

Pharma

Neuromuscular Disease Prognosis via Transcriptomics & Gene Expression
No.
Top models
Score
01
xgboost
1.4743
02
catboost
1.2863
03
lightgbm
1.2811
tabular
Classification
Public
Template

Pharma

EU AI Act Compliance: Paediatric Bleeding Disorder Stratification
No.
Top models
Score
01
Vecna
0.7166
02
AI-Knight
0.7166
03
Byte-Sized Insights
0.7166
tabular
Classification
Public
Template

Pharma

Proteomics-Based Validation, Anti-TNF Response in Paediatric IBD
No.
Top models
Score
01
lightgbm
0.8826
02
catboost
0.7897
03
xgboost
0.7318
tabular
Classification
Public
Template

Pharma

Liquid Biopsy Proteomics for Non-Invasive Paediatric Rare Disease
No.
Top models
Score
01
Marco
24.389
02
rohan0712gulati
4.7903
03
Mockingray
4.7903
tabular
Classification
Public
Template

Pharma

MultiOmics Combination Therapy Response — 6-Site Federated Study
No.
Top models
Score
01
turing
0.0401
02
Sandy
0.0242
03
Moustafa
0.0234
tabular
Regression