Our AI Visualization
Simulate RNA Expression and Disease Risk in Real-Time With AI
RNA Expression
29072 genes
RNA Expression
29072 genes
Pre-training on all
human RNAseq data
(unlabeled)
human RNAseq data
(unlabeled)
Self-supervised
Encoder
(1054 parameters)
Encoder
(1054 parameters)
512-dim latent
representation
representation
Fine-tuning on labeled
CAD dataset
CAD dataset
Classifier
Bioinformatics and
tokenization of omics data
tokenization of omics data
Self-supervised
pre-training on
unlabeled data
pre-training on
unlabeled data
Supervised fine-
tuning on specific
disease data
tuning on specific
disease data
Risk Prediction
Risk Prediction
Heart Failure
28%
Estimated risk of heart failure within 6 months
1month
3month
6month
Lung Cancer
22%
Estimated risk of lung cancer within 12 months
1month
3month
6month
Kidney Failure
15%
Estimated risk of kidney failure within 18 months
1month
3month
6month
This AI visualization is for demonstration and illustration purposes only.