---
license: other
pretty_name: ReCL Ultrasound Dataset
size_categories:
- 1GB-10GB
tags:
- ultrasound
- medical
- signal-domain
- eeg
- picmus
---

# 🩺 ReCL Ultrasound & EEG Datasets

Official datasets used in the training and evaluation of the paper **"Respecting Physical Priors: Reconstructive Contrastive Learning for Signal-Domain Sim-to-Real Transfer"** (NeurIPS 2026).

This repository contains aperture-domain ultrasound RF dataset files and denoising signal databases.

## 📂 Dataset Structure

1. **`data1` (Vanderbilt Biomedical Elasticity and Acoustic Measurement Lab)**:
   *   Contains simulated and experimental contrast speckle dataset IQ files (`contrast_speckle_expe_dataset_iq.hdf5`).
   
2. **`data2` (Carotid Cross-Section Database)**:
   *   Contains carotid cross-sectional HDF5 RF datasets.

## 🔬 VU-BEAM Lab Reference
Developed at the **Biomedical Elasticity and Acoustic Measurement Laboratory (VU-BEAM)**, Vanderbilt University.