projects

Open-source tools and frameworks developed during my research.

NAIM

Not Another Imputation Method — A transformer-based framework for handling missing values in tabular datasets. NAIM learns cross-feature attention patterns from available information only, thus ignoring missing data.

MARIA

Multimodal Attention Resilient to Incomplete datA — A multimodal transformer that fuses clinical tabular data and medical imaging for diagnosis and prognosis, handling arbitrarily missing modalities at both training and inference time.

Text2CT

Text-to-CT Generation — A 3D latent diffusion model with contrastive vision-language pretraining that generates synthetic CT volumes from free-text radiology descriptions.