Reza Sameni

General-purpose language models can outperform specialized ECG models, and fine-tuning smaller models can yield competitive performance against larger counterparts.

Cross-modal attention reduces Doppler synthesis error by 39%, revealing the hidden mechanical contributions to fetal cardiovascular dynamics.