3 ms·
BTW for anyone who wants to help but thinks this is mostly wetlab/drug development work. There's quite a bit of room in the space for the computer-vision side o
by lofatdairy 4y ago
BTW for anyone who wants to help but thinks this is mostly wetlab/drug development work. There's quite a bit of room in the space for the computer-vision side of things to improve decision-making and time to treat. I think it's mostly based on phenotyping by imaging and identifying low-specimen cultures but I might be totally wrong.
Some competitions:
- https://longitudeprize.org/ https://longitudeprize.org/
- https://dpcpsi.nih.gov/AMRChallenge/Finalists https://dpcpsi.nih.gov/AMRChallenge/Finalists
Some previous work using various ML piplines:
- https://phastdiagnostics.com/ https://phastdiagnostics.com/
- https://acceleratediagnostics.com/publications/ https://acceleratediagnostics.com/publications/
- https://talisbio.com/ https://talisbio.com/
- atemerev 4y agoI am trying for nearly a year to get a grant for my multi-objective drug combinations therapy optimizer, which seeks to adapt drug combination regimens for long-term robustness against emerging drug resistance. And I am getting one rejection after another. I mean, yes, there is a crisis. We need action now. Many people are offering solutions and new research directions. But money are simply not there.
- Fomite 4y agoThere is also a ton of room for work in modeling, simulation, data analysis, etc. The field could use computationally inclined people.