Name: Pedro Sousa
Type: User
Company: FEUP
Bio: MSc in Biomedical Engineering @ Engineering Faculty of University of Porto, Portugal
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Image Science Internship @ UMC Utrecht, Netherland
Location: Porto, Portugal
Pedro Sousa's Projects
Implementation of Denoising Diffusion Probabilistic Model in Pytorch
Convolutional Neural Networks
MSc Thesis on Conditional dMRI Generative AI Models and their applicability in the decreasing scan acquisition times and bettering of patient's quality of life.
Done by Group #8 in the scope of the "Biónica e Robótica Médica" UC as a final project. The aim will be to control a movable object (sphere, wheelchair, RC car, etc) using eye movement and EOG readings, for the aid of paralytic people and the betterment of their lifestyle.
Official implementation of MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation (https://arxiv.org/abs/2205.09853)
Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis
The project aims to target the deformation of breasts during MRI screenings as a way to better understand and detect tumours and their exact locations, thus allowing for a safer removal if need be. This will involve using fusing multimodal data with generative, physics-based Diffusion Models.
The project aims to target the deformation of breasts during MRI screenings as a way to better understand and detect tumours and their exact locations, thus allowing for a safer removal if need be. This will involve using fusing multimodal data with generative, physics-based Diffusion Models.
Mood Coach