Tumors?

So on. So this example...

Henriapi illustrates this phenomenon as well.

Only instead of, you know, good and bad cancer tumors or benign or malignant tumors we instead have diabetes or not and so we will use that as a supervised, we will solve that as a Supervised Learning problem just like we did for the breast tumor data.

This is old information we've known since about the 80s, yet there's no medicine I can prescribe to a patient with this or any of the numerous solid tumors caused by these three ...

The cancer.

So 0 may denote the benign tumor and 1 positive class may denote a malignant tumor.

Mice with multiple myeloma, an incurable malignancy of the bone marrow, respond dramatically to the treatment with this drug.

So, if angiogenesis is a tipping point between a harmless cancer and a harmful one, then one major part of the angiogenesis revolution is a new approach to treating cancer by cutting off the blood supply.

We didn't sequence his genome.

That's counterindicative for a hemorrhagic tumor.

I'll show you an example of that real quickly.

In other words, I'm going to tell my patient that the tumor, sadly, has a 70 chance or a 0.7 chance of being malignant.

Women suffer from that disease.

And one afternoon, I got a call from my doctor.

What is it? A tumor?

That's another classification problem, and earlier we also talked about the example of classifying tumors as a cancerous malignant or as benign tumors.

Here's an example of a training set for a classification task for classifying a tumor as malignant or benign and notice that malignancy takes on only two values zero or no or one or one or yes.

I'm attracted to her.

Walt, your tumor has shrunk by 80 percent.

But, as a cancer doc, this is what I see.

However, in the presence of the tumor, now there are molecular scissors that can break this molecule apart right there at the cleavable site.

If someone discovers a breast tumor, a lump in their breast, a malignant tumor is a tumor that is harmful and dangerous and a benign tumor is a tumor that is harmless.

These are years that we could get.

But even before I peel that muscle away, you saw that there was a tumor underneath.

She suffers from a chronic illness.

Let's flip the table yet again

We r emoved a tumor fr om her brain.

18.Rare diseases

And a different set of patients, they look a little different, whose tumors turn out to be malignant, as denoted by the crosses.

So dystonia is a disorder affecting children.

He was taken off the Dutch ship in Martinique and died a week later of consumption. Oh...

Tom had a brain tumor.

When we put these two probes together ...

As you can see, it's blocking her vision.

The tumor's still small.

But there's been a significant reduction in the tumors.

And now, boom, the tumor labels itself and it gets fluorescent.

This was at a time that treatment actually existed in rich countries.

OK. Now let's move from sleep to diseases.

So it's easy to see this tumor in the upper part of this fatty breast.

The molecule passes through and gets excreted.

That's impressive.

How about more targeted therapies for cancer?

Here is an example.