The new AI predicts cancer earlier than before.

"Stanford researchers created MUSK, an AI model that combines medical images and text to improve cancer prognosis and treatment predictions, outperforming traditional methods in accuracy across multiple cancer types. Credit: SciTechDaily.com" (ScitechDaily, Stanford’s New AI Predicts Cancer Outcomes With Unmatched Accuracy)

The new AI-boosted detection system predicts cancer with ultimate accuracy. The system can use various coherent radiation packs and spectroscopy to detect errors in DNA structures and cell metabolism. That increases our knowledge of cancer. Cancer is linked with DNA damage that can also cause aging. And the detection of those changes makes it possible to detect the cancer. The fact is that there is only one cell that the immune system cannot destroy can cause cancer. And there is something. That causes the cell to avoid its programmed cell death. 

The thing is that the cell turns into a cancer cell through the zombie cell sequence. Sometimes researchers think that the DNA sequences that control this effect are lost. Sometimes is thought that the reason for the lack of self-destruction is in mitochondria. The idea is that there is something that denies the message to programmed cell death doesn't reach mitochondria. 

And when mitochondria continue their function as the cell powerhouse, that thing causes a situation that the cell wakes up again. The DNA molecule in its nucleus continues its operations even if the cell's function in the body is ended. The lack of programmed cell death means that the more and more damaged DNA controls the cell that loses its functionality.

I don't know if is it possible that there are cases where the cell gets the "wrong mitochondria". Those genetically changed mitochondria can refuse to take orders to stop their functions. When a cell divides mitochondria take the order to divide. 

The division of cells and mitochondria includes a sequence where we can see individual chromosomes. At that moment mitochondrial DNA is very vulnerable same way as the cell's own DNA is when chromosomes turn visible. Basically, mitochondria divide the same way as cells. 

And it is possible. That the mitochondrial DNA is somehow damaged. So maybe the reason for the cancer is sometimes in mitochondria. 

https://scitechdaily.com/stanfords-new-ai-predicts-cancer-outcomes-with-unmatched-accuracy/