I entered a dev.to contest with BioNeighbor
Month: May 2026
I created a tool to audit cancer treatment plans
I created BioNeighbor github.com/greenrobotllc/bio-neighbor to help visualize and research cancer. I recently created a feature to audit cancer treatment plans. Specifically I used breast cancer treatment plan from someone I care about. I found a lot of gaps in this example, so I am wondering how to bring this free and open cancer treatment audit system to more patients and ensure quality. I’m up for partnerships or employment. It’s MIT licensed, on device AI and open code means privacy of patients is maintained and is done without api keys searching government sources like clinicaltrials.gov. I tested Bio-Neighbor vs a simple chatgpt.com prompt and this report is more thorough with more references.
Here is an example report with results and how to obtain the same results.
Edit: I got the subtype wrong when generating this report for the patient I care about. It’s just an example, not a real life example.
I am working on my open-source bio-neighbor project. Here’s an example prompt I am going to send to AI.
Prompt: Here is the current view of the Cancer Research screen. I would like to improve this screen so it’s more useful. I think the first thing to do is to redesign it so that the first thing you can do is choose the type of cancer you want to study. Then, after selecting, for example, breast cancer, it would show the different categories of breast cancer (and for all other cancers, working as well). Then the next view should be a list of the top treatments and the top drugs used, so we can examine similar drugs by looking at ones with similar molecules, like the rest of the app. Please research what we have and take note that the CHemBL API is now working again! The last time we couldn’t use that api directly had to use bulk files.