whucsu

whucsu's Stars

• jayroxis/PINNs

  PyTorch Implementation of Physics-informed Neural Networks

  Language:Jupyter Notebook55058133

• inventec-ai-center/bp-benchmark

  A Benchmark for Machine-Learning based Non-Invasive Blood Pressure Estimation using Photoplethysmogram

  Language:Python451617

• EndritPJ/CFD_Machine_Learning

  Language:Jupyter Notebook26113

• laumerf/4DHeartModel

  Framework to enable the inference of a high resolution personalized 4D (3D plus time) surface mesh of the cardiac structures from 2D echocardiography video data.

  Language:Jupyter Notebook258

• dodaltuin/soft-tissue-pignn

  Physics-informed graph neural network (GNN) emulation of soft-tissue mechanics

  Language:Jupyter Notebook24424

• sbuoso/Cardio-PINN

  Code and data in support of publication on Cardiac PINN

  Language:Python19316

• martavarela/EP-PINNs

  EP-PINNs implementation for 1D and 2D forward and inverse solvers for the Aliev-Panfilov cardiac electrophysiology model. Also includes Matlab finite-differences solver for data generation.

  Language:MATLAB18319

• fkong7/HeartDeformNets

  Language:Python17223

• fkong7/SDF4CHD

  Language:Python8311

• liangbright/DNN_FEM_Integration

  Language:Python8201

• ehsanngh/lpm_pinn

  Implementation of a PINN model associated with a lumped parameter description of the circulatory system for rapid parameter estimation

  Language:Python6111

• ViacheslavDanilov/generative_design

  This repository is dedicated to the development of an approach based on machine learning and optimization algorithms for generative design of a prosthetic heart valve

  Language:Python6222

• AlaaLab/med-real2sim

  Official Codebase for "Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning"

  Language:Jupyter Notebook5111

• WeiXuanChan/ModulusVascularFlow

  Multicase vascular flow PINN based on Nvidia Modulus v20.09 modulus

  Language:Python5101

• jamrute/2023_Amrute_et_al_NatureCVR_CardiacRecovery

  Language:Jupyter Notebook4101

• YixinChen-AI/ASD-AtrialSeptalDefect

  The display and code for Paper “Echocardiography-based AI for Detection and Measurement of Atrial Septal Defect”.

  Language:Jupyter Notebook4112

• alono1/PINNs-for-Cardiac-EP

  Physics-Inspired Neural Networks (PINNs) for cardiac electrophysiology characterization.

  Language:Python2101

• fanlei1/heArt_LVAD

  Language:Python2111

• matthiaszeller/VAD-0D-DNN

  Code for paper "Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance", Bonnemain et al., 2021, Frontiers in Cardiovascular Medicine

  Language:Modelica1201

• Mohammad-Mehri/MYoFE

  Fiber reorientation and growth is merged and tested

  Language:Python1001

• Mohammad-Mehri/myofe_training_notebooks

  Series of Jupyter notebooks to build up FEniCS capabilities to understand the MyoFE framework

  Language:HTML1123

• satyasaran/BurgerEvoPINN

  Deep Learning Based Solution of Nonlinear Partial Differential Equations Arising in the Process of Arterial Blood flow

  Language:Jupyter Notebook11

• travislatchman/Cardiac-Ultrasound-Image-Segmentation-and-Stroke-Volume-estimation

  Language:Jupyter Notebook1102