Op-ed — My experience and reflections on AI assisted coding

Reality check and thoughts on what lies ahead

Image: Cburnett (GFDL)
This post is a bit of an exception (or maybe the start of a new genre) for this blog. While my usual content is strictly limited to presenting facts, this article is more of an op-ed presenting my personal take on “AI1 assisted” coding. Technically speaking, the expression “artificial intelligence”... [Read More]
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Image registration guided by zero-average volume changes

Building a mean volume anatomic atlas

In Uppsala I spent several months investigating the generation of displacement fields with known volume changes, and I even implemented a software suite for the purpose. This might seem an odd topic to pick as working subject, so it is worth a bit of clarification about its purpose and applications.... [Read More]

Landmark-based groupwise registration with SGD and B-splines

Implementing a simple extension to Elastix

Currently, I work mostly on image registration algorithms, and I devoted quite some time looking into groupwise registration techniques. In its essence, groupwise registration is a process that aligns multiple images, mapping them to a common reference space, without having to explicitly define such reference space (e.g. without manually selecting... [Read More]