Marcelo Coelho

Organizing #AI competitions for medical imaging requires intricate processes to create & curate high-quality datasets doi.org/10.1148/ryai.2… @lmprevedello @kalpathy1 @mattlungrenMD #DeepLearning #MachineLearning #competition

😓 #AI-generated #radiology reporting is hard. "This gap suggests that prior models in report generation still have significant room for improvement in creating high-quality reports that are useful to radiologists." buff.ly/44UFqGI #GenAI #GenerativeAI #LLM

A New Approach Trains Large Language Models in Half the Time hai.stanford.edu/news/new-appro…

Using computer vision techniques, the robot analyzed each frame of video and was able to identify the different objects and features. In the future, robots will be able to learn human behaviors just by watching videos.

Unity CEO John Riccitello knows a thing or two about games. He has driven the mobile transformation in games the last 17 years. He said generative AI in games a 10x transformation that will drive exponential growth.

What an insane week in AI 🤯 Unity AI AI Antibiotic Minecraft AI MIT: Math AI Picture-to-3D Google Starline Nvidia Game AI Google Flood AI ChatGPT in Court TIME: Humanity End Neuralink FDA Approval 42% US Not Used ChatGPT Japan No Copyright OK for AI Here what you need to know:

8. Perplexity Copilot Perplexity released Copilot. It’s a different way to search with GPT-4 than the current buggy implementation of ChatGPT browsing. The best part? it offers GPT-4 free.

The pace of AI remains insane 🤯 All these announcements in the last 7 days: Zapier AI Bard Images Mind to Video Google AI Ads Photoshop Fill Bing x ChatGPT Windows Copilot Perplexity Copilot DragGAN Image AI Google SoundStorm Here's everything you need to know:

@ChrisClickUp Sent

Kids are making $25K/month with digital products. But most people don't know how. So I built 170+ Digital Product ChatGPT prompts to help you make money too. Normally $39, but next 24 hrs, it's FREE! To get it: 1. Follow me (so I can DM you) 2. RT this tweet 3. Reply "SEND"

Tree of Thoughts framework enables models to consider multiple reasoning paths, self-evaluate choices, & look ahead/backtrack when needed, significantly improving the problem-solving capabilities of language models over CoT. arXiv👉arxiv.org/abs/2305.10601… #AI #GenerativeAI #LLM

A fascinating tree of GPTs and LLMs reveals what’s been going on A good description of encoder-only, decoder-only, and encoder-decoder models and why decoder-only architectures are winning. buff.ly/3MLGaqM #GenerativeAI #GenAI #GPT4 #ChatGPT #LLM

Training Your Own LLM using privateGPT TL;DR privateGPT not ready for production (issues: slow inferencing and memory hog) buff.ly/42XFgNK #GenerativeAI #GenAI #privateGPT #LLM

Finally, a calibrated story about the risks of AI (although the online headline is clickbait). Rather than worry about the risks in 30 yrs, let’s address the risks of AI TODAY, which BTW will also mitigate the risks in 30 yrs. Thank you ⁦@SangerNYT⁩ nytimes.com/2023/05/05/us/…

3/ Speaking of #AutomationBias, here’s a @radiology_rsna article just published yesterday highlighting why this is so important. "Automation Bias in Mammography: The Impact of Artificial Intelligence BI-RADS Suggestions on Reader Performance" buff.ly/3Vt8T6s #RadAIchat

“There is a hypothetical future in which this article will be one of the last to be written without the help of AI.” pubs.rsna.org/doi/10.1148/ra…

When robots draw blood

Asking the PACS guy to integrate Twitter in the next PACS update let's see what he says

X-ray chest reported in 1964

Shutout to my pathologist buddy who got woken up by his pager only twice in residency. First time he was paged by mistake, second time the pager rang because it had low battery.