Stars
BUbble Flow Field: a Simulation Framework for Evaluating Ultrasound Localization Microscopy Algorithms
MATLAB toolbox for converting PETRA and ZTE images to pseudo-CT images
A MATLAB toolbox for the time-domain simulation of acoustic wave fields
SASM - simple crossplatform IDE for NASM, MASM, GAS and FASM assembly languages
Source code for the paper "Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings." (MIRASOL Workshop @ MICCAI 2025)
A collection of deep learning models (CycleGAN, Pix2Pix, UNet) for medical image-to-image translation, with a focus on transforming 2D and 3D Ultrasound images to MRI.
Deep learning for real-time multi-class segmentation of artefacts in lung ultrasound (LUS)
RecON: Online Learning for Sensorless Freehand 3D Ultrasound Reconstruction (MedIA 2023)
Transfer learning-based breast cancer classification using ultrasound images. Includes ResNet-50, AlexNet, VGG16, and GoogLeNet with fine-tuning, feature extraction, and Bayesian optimization.
[IEEE J-BHI-2024] Official Pytorch implementation of "M2Trans: Multi-Modal Regularized Coarse-to-Fine Transformer for Ultrasound Image Super-Resolution"
Algorithms for pixel super-resolution phase retrieval
Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。
Demo code for the paper: Joint blood flow, tissue and motion estimation in ultrafast ultrasound images:
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Code for the article "Waveform-specific performance of deep learning-based ultrasound super resolution models"
FOCUS: Four-chamber Ultrasound Image Dataset for Fetal Cardiac Biometric Measurement
fork of k-Wave OMP and CUDA source code, adapted for macOS
Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"
Simple PyTorch Tutorials Zero to ALL!
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP