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AetherMed

  • 3 Devlogs
  • 27 Total hours

AetherMed is an open-source multimodal medical AI platform that I want to build to assist radiologists in analyzing chest X-rays. My goal is to combine computer vision, natural language processing, and modern web technologies into a single platform that can detect chest abnormalities, generate draft radiology reports, visualize model predictions with explainable AI, and retrieve relevant medical literature.

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6h 3m 40s logged

Model loading and training - Part 1

So, basically past few days weren’t went as expected. But finally toady i see peices meeting together.I have setted up parrlel downloading while traing by dedication few threads to it and i hopes to make my training pipline so stong so it only remains as hard as changing variables to choose between which models to fine tune and d how much data to use 31st will be my final deadline for launching v1 then in future updates i will add auth and database(scans storage,chats stored etc) i will also try to meet some radiolgists and have them test AetherMEd so lets see how following days goes.

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4h 56m 31s logged

So i finally completed all the DATA PREPRCESSING it was probably the most time consuming part but it was well worth it as shaping the longitudnal data is also an hard task i also wrote code for parrally downloading and deleting images on 4 threads whil model trains on others.

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15h 56m 2s logged

1)Chapter 1 - STARTING
2)Getting our ui ready
3)Setting up shadcn, next.js app and wakatime with webstorm
4)Fixed Next js compiler issue and made Navbar
5)Completed Most of the landing Page
6)setted up dashboard (maybe)
7)setted up conda env
8)EDA
9)data preprocessing

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