While completing my PhD in biostatistics where I worked with clinical datasets from Alzheimer's Disease, I always received great feedback when I made an interactive visualization for my ML or statistics models and included a link in the journal article. Therefore, I decided to make a platform called clinicalmodels.io where you simply upload a fitted R or Python model and then near-automatically get an interactive visualization.
The idea of this platform is to fill a niche in hosting of diagnostic and prognostic models for medicine, and to be a place where AI/ML experts can come to get more clinical knowledge in order to build more relevant and impactful models. I also hope that by focusing on model sharing rather than data sharing, we can avoid data privacy issues and thereby increase collaboration within the medical community.
I would love to hear any feedback from the community on what may be missing in the model hosting space - specifically models with a clinical medicine focus.
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Show HN: A platform to host AI/ML models for clinical medicine · HackerTrans
While completing my PhD in biostatistics where I worked with clinical datasets from Alzheimer's Disease, I always received great feedback when I made an interactive visualization for my ML or statistics models and included a link in the journal article. Therefore, I decided to make a platform called clinicalmodels.io where you simply upload a fitted R or Python model and then near-automatically get an interactive visualization.
An example model is here for everyone to try out: https://clinicalmodels.io/nickcullen31/mixed-effects-model
The idea of this platform is to fill a niche in hosting of diagnostic and prognostic models for medicine, and to be a place where AI/ML experts can come to get more clinical knowledge in order to build more relevant and impactful models. I also hope that by focusing on model sharing rather than data sharing, we can avoid data privacy issues and thereby increase collaboration within the medical community.
I would love to hear any feedback from the community on what may be missing in the model hosting space - specifically models with a clinical medicine focus.