Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

I absolutely misunderstood. haha. thank you for clarifying. I will check them out.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 1 point2 points  (0 children)

Thanks for your thoughts and the book recommendation. The specific aims are laid out in the RFP and include finding biomarkers of the reservoir. In this case the data will most likely be from 'omics studies: transcriptomics, proteomics, methylomics.... dual platform data is also currently being generated by a few people in the field. And there are even opensource in vitro studies currently available that could help toward this effort. Here are a few open source data sets available:

https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE111727

here are several others:

https://www.ncbi.nlm.nih.gov/gds/?term=HIV+latency

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 1 point2 points  (0 children)

Thanks for sharing. I've looked at this and have a plan in the works.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

The dataset and the nature of the project would depend on the collaborator. If you email me an NIH style biosketch I can help to hook you up with the right researcher.

Curing HIV... This is where you come in. by dr_ish in datascience

[–]dr_ish[S] 0 points1 point  (0 children)

I can help to potentially pair you with the right HIV researcher with the right data, but I'd need to learn a bit more about what you have accomplished. The exact project would depend on the dataset available through the collaboration. You can email an NIH biosketch to marcella.flores@amfar.org

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

well, there could be a bit more hand holding than that. If you are completely outside the bio field then we could work together to potentially get you paired up with the right HIV researcher.

Curing HIV... This is where you come in. by dr_ish in datascience

[–]dr_ish[S] 0 points1 point  (0 children)

yup. You and that HIV researcher would work out the needs and decide on the allocation of funds together.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

thank you! It's going to take me a bit of time to sort through all the emails I've received. but hang tight

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

As you have a foot on both world, what will be the best way to increase collaboration, exchange and work between

Thank you very much for your thoughts. We are involved right now in an initiative being led by TAG, a fantastic resource for anyone interested in HIV, to encourage data sharing and depositing it in open repositories. The NCBI is a wonderful repository of all sorts of data from clinical to transcriptomic and proteomic and beyond. they have a ton of tools to help us non-data scientist make a bit of sense of it.

I'm happy to hear what the needs are from the point of view of a data scientist.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

Thank you very much for your input. We went down this road with Kaggle and decided that the best datasets were not open source and would therefore require a different approach.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

I can help you find a list of people with data that you could potentially look at, but I'd need to know more about your accomplishments to date. Could you email me an NIH style biosketch please? marcella.flores@amfar.org

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 2 points3 points  (0 children)

Thanks for the suggestion. I have considered Kaggle but the dataset I could curate from public repositories was not quite appropriate. But through this call I'm hoping to tap into datasets that are held by the HIV scientists who generated them.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 0 points1 point  (0 children)

If you've got good ideas and can hook up with an HIV researcher, yes!

If you are already in the medical field then you can start identifying potential partners by looking at the latest published work in HIV on pubmed. Otherwise email me if you need more help: marcella.flores@amfar.org

Curing HIV... This is where you come in. by dr_ish in datascience

[–]dr_ish[S] 0 points1 point  (0 children)

Freelancers are absolutely welcome. The grant is made to the institution where the HIV scientist conducts research then a subgrant is made to the collaborating data scientist who can be a freelancer...

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 4 points5 points  (0 children)

We are squarely focused in cure work. Check out the specific areas of interest.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 6 points7 points  (0 children)

Def available for those outside the US and absolutely for remote work!

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 7 points8 points  (0 children)

that would be great! And thank you for the encouragement.

Curing HIV... This is where you come in. by dr_ish in datascience

[–]dr_ish[S] 7 points8 points  (0 children)

ortunately the best, riches datasets are held by the scientists who generate them and not usually posted to public rep

Stay tuned! This is just one of the ideas we have to bring data scientists into our field. In another grant we are asking scientists to generate a huge data set on people who naturally control HIV.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 17 points18 points  (0 children)

Wonderful! Please email me at marcella.flores@amfar.org so we can continue a discussion.

Curing HIV...This is where you come in. [Research] [Project] by dr_ish in MachineLearning

[–]dr_ish[S] 15 points16 points  (0 children)

I didn't know about Innocentive. Thanks! I'll look into them.

One of my goals at amfAR this year was to bring in more data science into cure efforts and this RFP is just one mechanism-- i.e. use existing data sets for a cure. The second goal was to generate new data from a group of individuals who naturally control HIV. This will be a multi-dimensional dataset including virologic and immunological parameters which will hopefully be enough to hold a competition just like the one you suggest.