npm install cancerDiagnosis

don’t have much to do with the large language models

On a technical level I disagree: they’re only using one convolution layer. The biggest change compared to previous work on the same dataset is the gated MLP, which is an idea that’s inspired by transformers (1), which in their turn created the LLM that are hyped.

In general, I agree that AI is a useless marketing term.

I’m not educated enough to know what recall means in this context

This wiki describes the terminology for a binary classification. I always have to refer to that page too, as it’s very confusing :)

Accuracy in a classification context is defined as (N correct classifications / total classifications). So classifying everything as cancer would, in a balanced dataset, give you ~50% accuracy.

This article is indeed badly written PR fluff. I linked the paper in a sister comment. Both the confusion matrix and the ROC curve look phenomenal. Train/test/validation split seems fine too, as do the training diagnostics, so I’m optimistic that it isn’t a case of overfitting.

Ofcourse 3rd party replication would be welcome, and I can’t speak to the medical relevanve of the dataset. But the computer vision side of things seems well executed.

Here’s the paper: https://www.sciencedirect.com/science/article/pii/S2666990025000059?via=ihub

The confusion matrix and ROC curve are in section 5.2.

The image processing pipeline includes techniques from the 00s (in preprocessing such as otsu and watershed), to quite recent (gated MLP “transformers light”).

I rarely drink lemonade, but when I do it’s tonissteiner.

What’s your favourite snack, dave?

what a noob

😮

How do they make the flat people to put in the box?

why do you want to do that?

I mine mostly because I like the technology, and have (already paid for) CPU cycles spare. Plus, doing it without a pool is a bit like playing the lottery.

local monero node and done, no?

Aha! I have no such thing as far as I’m aware, since I use the mymonero wallet.

I should run a node, and in the “pool” section of the xmrig config, point to localhost?

I always liked Kahneman’s work on this topic.

Belgium: 98EUR a month shitty home internet + phone bundle with unlimited data.

With marmelade?

That looks so hard to make! Enjoy

Left overs are the best

I’ll be having chicken and beans curry in a wrap.

The ISIS song

Like any other foreign currency

Mensa has long been the benchmark for high IQ societies.

Mensa is a social club with an admittance test, which they’re free to organize however they want. It holds no weight in the field of psychology