Radiologists very often have to weigh up different theories, guidelines based on the symptoms. The certainty of their diagnosis is their added value, or if they don’t know they will tell you why. An AI telling you it…
Exactly, try can get a very limited FOV which is probably why they showcased it on arms/legs first
You’re completely right, this is why currently ultrasound reconstruction happens on FPGAs. They would need a lot of them given the number of transducers. https://pmc.ncbi.nlm.nih.gov/articles/PMC6057541/
MRI physicist here as well. I have a basic understanding of ultrasound, and this looks like an array of transducers organized to perform tomography, just as CT did for Xray. However Ultrasound quality depends highly on…
This has factored out product development, which is more than compute resources. Just like any industry, some organisation needs to take ownership and responsibility to convert technology to a usable product.
That only tells what base architecture they used, but fine tuning does not increase the number of weights, it just adapts the weights to improve better on a fine tuning dataset- something they claimed they had done
Nice tool. I like the local approach. I think a nice feature would be to remove all PII from documents, so that users can redact PDFs and upload to their favourite LLM.
They used a custom neural net with autoencoders, which contain convolutional layers. They trained it on previous experiment data. https://arxiv.org/html/2411.19506v1 Why is it so hard to elaborate what AI algorithm /…
The pain already starts when a new feature needs to be introduced, your colleague is assigned to the task and the architecture is completely unfit for modular development. Any sensible experienced programmer will take…
Great write up and recognisable performance. For a pipeline with many (~50) build dependencies unfortunately switching interpreter or experimenting with free threading is not an easy route as long as packages are not…
I still use a high school calculator for doing pen and paper maths. Stuff like figuring out when functions change sign. I find it less distracting than a code editor
Radiologists very often have to weigh up different theories, guidelines based on the symptoms. The certainty of their diagnosis is their added value, or if they don’t know they will tell you why. An AI telling you it…
Exactly, try can get a very limited FOV which is probably why they showcased it on arms/legs first
You’re completely right, this is why currently ultrasound reconstruction happens on FPGAs. They would need a lot of them given the number of transducers. https://pmc.ncbi.nlm.nih.gov/articles/PMC6057541/
MRI physicist here as well. I have a basic understanding of ultrasound, and this looks like an array of transducers organized to perform tomography, just as CT did for Xray. However Ultrasound quality depends highly on…
This has factored out product development, which is more than compute resources. Just like any industry, some organisation needs to take ownership and responsibility to convert technology to a usable product.
That only tells what base architecture they used, but fine tuning does not increase the number of weights, it just adapts the weights to improve better on a fine tuning dataset- something they claimed they had done
Nice tool. I like the local approach. I think a nice feature would be to remove all PII from documents, so that users can redact PDFs and upload to their favourite LLM.
They used a custom neural net with autoencoders, which contain convolutional layers. They trained it on previous experiment data. https://arxiv.org/html/2411.19506v1 Why is it so hard to elaborate what AI algorithm /…
The pain already starts when a new feature needs to be introduced, your colleague is assigned to the task and the architecture is completely unfit for modular development. Any sensible experienced programmer will take…
Great write up and recognisable performance. For a pipeline with many (~50) build dependencies unfortunately switching interpreter or experimenting with free threading is not an easy route as long as packages are not…
I still use a high school calculator for doing pen and paper maths. Stuff like figuring out when functions change sign. I find it less distracting than a code editor