This is a slideshow presentation accessible here (originally delivered as part of this module at Imperial College London). It answers questions including: What does it mean to do data science? ...
Click here for the list of medical datasets. While making exercises to teach machine learning for healthcare, I’ve been spending a lot of time actively looking for appropriate datasets. I came ac...
I published an article about key considerations for using AI in healthcare and clinical research. The key points from the article are: Medical AI is well-suited to complex input, personalised ou...
Learning a language is hard. But I’m convinced that large language models like GPT could make it a lot easier. I spent the last few days trying to figure out how. The result is Check My Writing. I...
This year I’m setting the goal of launching 52 startups in 52 weeks. – UPDATE: I actually think this is a bad idea. It’s encouraging me to rush things, and not got deep enough on any particular p...
I spent the last 12 months trying to build a healthtech start-up with a cofounder I met on the Entrepreneur First accelerator. We iterated through a bunch of ideas, but ultimately it didn’t work ou...
UPDATE (Feb 2023): I decided to stop at day 16. It was a helpful exercise, but writing itself wasn’t the rate limiting step. I realised I needed to learn more words, and I came across an awesome to...
How I published 15 academic papers in my free time, using Obsidian, Zotero and Overleaf Download the Obsidian template here The part-time academic Last summer I was battling the demands of fath...
“Start with the problem, not the solution” is common advice - whether it’s about building a company, doing research or solving a personal problem. With all our new technological advancements, it c...
I’ve worked and consulted on my fair share of projects applying machine learning to healthcare over the last few years. So this week I thought I’d share five common mistakes that I have made, or ha...