Name: Matt De Vries
Type: User
Company: Institute of Cancer Research and Imperial College London
Bio: PhD candidate at the Institute of Cancer Research and Imperial College London. Working on geometric deep learning applied to cancer biology.
Twitter: devriesmatt
Location: London
Blog: https://devriesmatt.github.io
Matt De Vries's Projects
Convolutional AutoEncoder application on MRI images
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
A resource repository for 3D machine learning
3D Point Capsule Networks
3D ResNets for Action Recognition (CVPR 2018)
3DGAN-Pytorch
Implementation of 3D GAN in PyTorch based on http://3dgan.csail.mit.edu/papers/3dgan_nips.pdf
Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis
[IEEE JBHI] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
A coursework project for COMP6208
The code of "Attention Guided Network for Retinal Image Segmentation" in MICCAI 2019
API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset
Open source code for AlphaFold.
Collection of Artificial Intelligence projects.
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Implementation of Attention-based Deep Multiple Instance Learning in PyTorch
Python module to read and write .binvox files.
A coursework on search methods
Pytorch implementaion of UNet, Deep ResUnet and ONet models for the brain tumor segmentation task
Starter repository for submissions to the CausalBench challenge for gene-gene graph inference from genetic perturbation experiments.
Generational models for 3D single cell microscopy data
PyTorch implementation of several neural network models for cellular image segmentation
Python scripts for tracking cells in fluorescent microscopy.
Denoising Defusion for 3D images of cells, conditioned on ground truth shape features.
Generative models for 3D single cell data
3D shape analysis of cancer cells using deep learning
Explainable AI model of cell behavior
Pytorch package to compute Chamfer distance between point sets (pointclouds).