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by rmak
1314 days ago
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Cancer won't be a problem by 2027, at least for the people who don't already have cancer. By 2030 there will be drugs that can even cure stage 4 cancer with next to nothing side effects. (AI and some form of quantum computing will help find these drugs) |
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Computation is also not the bottleneck of research, it's the amount of training data, see ICGC https://dcc.icgc.org for the current state of the art.
Remember that each tumor has 3 billion base pairs (A,C,G,T), each of which can be duplicated, deleted, mutated. It can also be affected by methylation. Expression of the genes comprised by these base pairs is also affected by the micro-environment of the cell. Any machine learning model will have far to many parameters for far to few observations, to pick the rare drug that can cure stage 4 cancer (assuming it even exists) out of millions of possible chemical compounds.