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Show HN: I'm a dermatologist and I vibe coded a skin cancer learning app

(molecheck.info)
422 points sungam | 2 comments | 07 Sep 25 10:38 UTC | HN request time: 0.407s | source

Coded using Gemini Pro 2.5 (free version) in about 2-3 hours.

Single file including all html/js/css, Vanilla JS, no backend, scores persisted with localStorage.

Deployed using ubuntu/apache2/python/flask on a £5 Digital Ocean server (but could have been hosted on a static hosting provider as it's just a single page with no backend).

Images / metadata stored in an AWS S3 bucket.

1. ada1981 ◴[07 Sep 25 22:34 UTC] No.45162805[source]▶
How good is ChatGPT or Claude at classifying these? Have you tried?
replies(1): >>45163479 #
2. sungam ◴[08 Sep 25 00:09 UTC] No.45163479[source]▶
Not tried but my guess is ChatGPT will be quite accurate but get a small proportion wrong. The challenge with skin cancer is that we cannot afford to miss even 1:10,000 cases