I'm a doctor interested in researching how AI can help with emergency room triaging. I'm planning to complete this research in two years, but I don't have a coding background. I'm looking for advice on where to start learning about AI and its applications, and how I might build or use an AI model to compare its effectiveness against triage nurses and doctors. Any suggestions would be greatly appreciated!
5 Answers
Getting started with AI is easier than you might think! Many folks are already using models like ChatGPT. If you're just looking to compare these models with real-life professionals, feel free to dive in right away. But be aware that if you want to develop or train AI models for serious applications, it will require extensive study—think of it as adding an entirely new career path to your medical training. If tech is your thing, you might want to start with a master's degree in a related field!
How deep you want to go really determines your learning path. If you're just aiming to apply existing AI, you won't need coding skills right away. Focus on understanding the science behind neural networks instead of jumping into programming. For building your own models, check out this YouTube link for a solid starting point!
Honestly, AI is still pretty unreliable when it comes to critical applications like healthcare. I wouldn't recommend trusting it completely in these situations, especially with how many mistakes it can make.
Starting with Python is a good idea; it's user-friendly and super prevalent in AI. Look into libraries like TensorFlow or PyTorch. Online platforms like Coursera or Udemy have great courses that can guide you through the basics. Good luck on your journey!
Using AI for ER triage could potentially speed things up, especially if you integrate audio and live video to analyze data in real-time. Just consider how to effectively input that info to see if AI can identify patients' needs faster than humans can.

That makes sense! It sounds like a lot of groundwork to do before jumping into serious development.