Show HN: Free mammogram analysis tool combining deep learning and vision LLM https://ift.tt/K7QLkpT

Show HN: Free mammogram analysis tool combining deep learning and vision LLM I've built Neuralrad Mammo AI, a free research tool that combines deep learning object detection with vision language models to analyze mammograms. The goal is to provide researchers and medical professionals with a secondary analysis tool for investigation purposes. Important Disclaimers: - NOT FDA 510(k) cleared - this is purely for research investigation - Not for clinical diagnosis - results should only be used as a secondary opinion - Completely free - no registration, no payment, no data retention What it does: 1. Upload a mammogram image (JPEG/PNG) 2. AI identifies potential masses and calcifications 3. Vision LLM provides radiologist-style analysis 4. Interactive viewer with zoom/pan capabilities You can try it with any mass / calcification mammo images, e.g. by searching Google: mammogram images mass Key Features: - Detects and classifies masses (benign/malignant) - Identifies calcifications (benign/malignant) - Provides confidence scores and size assessments - Generates detailed analysis using vision LLM - No data storage - images processed and discarded Use Cases: - Medical research and education - Second opinion for researchers - Algorithm comparison studies - Teaching tool for radiology training - Academic research validation The implementation details include: 1. 1st stage object detection using PyTorch retinalnet training DDSM+Internal data set 2. 2nd stage fine tuned Qwen2.5 VL with labeled data + radiology report sets 3. Server is implemented with Flask, Client implemented using SvelteJS The system is designed specifically for research investigation purposes and to complement (never replace) professional medical judgment. I'm hoping this can be useful for the medical AI research community and welcome feedback on the approach. Address: https://ift.tt/WO0VKEq https://ift.tt/WO0VKEq May 27, 2025 at 08:43PM

Head of the Class: Students Embrace Biking and Taking Transit to School

Head of the Class: Students Embrace Biking and Taking Transit to School
By Melissa Culross

Need a ride to class? Muni continues to be a popular option for many students. More San Francisco kids and teenagers are choosing to bike or take public transit to school. According to a new survey of public school students from our Safe Routes to School Program: The number of students who bike has doubled over the last few years More than half of high schoolers take transit to class Single-family car rides have fallen to less than half of all school trips after going up during the pandemic “These numbers show us that our efforts to provide more options for kids to get to and from school are...

Published May 27, 2025 at 05:30AM
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Show HN: CodeNow – CoderPad over WebRTC and WASM https://ift.tt/L1mMIWq

Show HN: CodeNow – CoderPad over WebRTC and WASM I was doing a lot of Leetcode this winter, and got the idea of building something like it that used wasm in the browser rather than having to manage the complexity of executing remote code securely on a server. Once I figured that out, I thought it would be neat to make it collaborative, like Coderpad — that part was a bit tougher, but it mostly works now, using WebRTC. I'm not sure whether other people will think this is cool, but I had fun building it and learning more about wasm + WebRTC. https://ift.tt/Zm84zFE May 27, 2025 at 02:08AM

Show HN: Remove AI Job Spam from Indeed and LinkedIn https://ift.tt/L8KXHfV

Show HN: Remove AI Job Spam from Indeed and LinkedIn https://ift.tt/4yD0O9Q May 27, 2025 at 02:09AM

Show HN: XOff an open source Chrome extension to change X links to Xcancel https://ift.tt/wGIces0

Show HN: XOff an open source Chrome extension to change X links to Xcancel Basic, but works afaics. https://ift.tt/3chMu7I May 27, 2025 at 12:12AM

Show HN: Personalized Newsletters About Anything https://ift.tt/pMYecfs

Show HN: Personalized Newsletters About Anything I work in a highly regulated and rapidly changing space and found that I spent quite a bit of time keeping up with trends, etc. Decided to make something that automatically sends me updates on a weekly basis. Essentially like if a personal assistant wrote me a weekly/daily email about everything that's happening. How it works: specify the topic you're interested in, set the cadence for how often to send updates, and that's it. Works best for niche interests with frequent news/updates. Happy to open this up to the general public if others find this interesting. https://ift.tt/0y5gYtG May 26, 2025 at 10:46PM

Show HN : A noise free Hackers News newsletters + catch up page https://ift.tt/gLBqx5t

Show HN : A noise free Hackers News newsletters + catch up page Hey HN, I built HN500 because I wanted a no-fuss way to stay updated on major HN stories — especially after taking time off. It’s a newsletter and a catch-up tool with a few handy features: Set your own point threshold (250/500/750/1000) to get only the most upvoted posts. - Choose daily or weekly email updates. - Each email includes 3 random stories to help surface underrated gems. - The catch-up page lets you filter by points, time range, sort order, and more — great if you’ve been away for a while. It’s free, lightweight, and designed to stay out of your way. Feedback is welcome! https://ift.tt/usR0fet May 26, 2025 at 01:47AM