Hello friends

Mark and Recapture 馃

Hello friends! Today equipped with our Bayesian magnifying glass 馃攷 we are going on a Safari to count animals. Inspired by Andrew M. Webb tweet I tryied to reproduce what he made. I will explain to you how to count the number of animals by using Mark and recapture method and Bayesian Inference. First let鈥檚 take a look at the result, then, explain how we get to it. Result 馃敟 Below you can click on the button Capture many times to capture particle, mark and release them....

馃晵April 7, 2021 路 3 min 路 Kanvaly Fadiga
Hello friends

Normalized Compression Distance

Today we are going to talk compression and biology. I will present you a new framework to see machine learning which is that learning is compression. We will explore together how we can solve a real-world problem by only zipping content. Yes! you heard me, we will zip data like what we do when we send an email. This will allow us to classify proteins. 馃 Learning is compression Comprehension is compression....

馃晵April 7, 2021 路 3 min 路 Kanvaly Fadiga

VoxelMorph: A Learning Framework for Deformable Medical Image Registration

馃摑 Paper: https://arxiv.org/pdf/1809.05231.pdf 馃幆 What? Pairwise medical image registration. Image registration, also known as image fusion or image matching, is the process of aligning two or more images based on image appearances. Medical Image Registration seeks to find an optimal spatial transformation that best aligns the underlying anatomical structures. in other words, is the process of finding is the process of finding optimal transformation that puts different images optimal transformation that puts different images into spatial correspondence....

馃晵April 7, 2021 路 2 min 路 Kanvaly Fadiga