Medical AI Insights | Datanalytics101
A Research Hub for AI in Medicine
Using our paper on Parkinson’s Disease subtyping as a case study, I share the essential steps for navigating the complex world of medical research. Featured Image by Erik Mclean on Unsplash Given the wide accessibility to medical imaging and NLP datasets and benchmarking efforts of LLMs, clinical research with patient data still has higher barriers … Read more
A step-by-step guide with a real case study for busy industry professionals to write quality AI papers without burnout. If you’re reading this, chances are you’re an AI professional juggling a demanding full-time job and wondering how to get your research out there without losing your mind. Publishing a paper at a top AI conference … Read more
A strategic guide to proving your impact, demonstrating your fit, and winning the research job offer. A research interview isn’t just a test of your knowledge; it’s a test of your value. While you can recite theorems and explain your methods, can you convince a panel that your work matters to them? What I cover … Read more
How Perplexity’s agentic platform turns browsing into a seamless, conversational experience If you’ve ever felt overwhelmed juggling dozens of browser tabs or wished your browser could do more than just display web pages, then Comet might just be the game-changer you’ve been waiting for. Launched recently by Perplexity AI, Comet is not your typical web browser. It’s … Read more
Don’t just pick a project, pick a person. Here are the 6 traits of a research mentor who will accelerate your career. I have seen many brilliant research students who were very enthusiastic at the start of their research journey, be it an industry data scientist, or a student on their MS or PhD journey, … Read more
Publishing a research paper is a crucial part of research in academia. Based on the subject or research domain and the nature of an article, we aim to publish our findings at a conference or a journal like ACM or IEEE Transactions (journal home example link). Thus, knowing the important conference deadlines in your research … Read more
I’ve spent over six years in AI research, but what’s happening in India’s medical tech scene right now is something else. Here’s a closer look at the pioneers in a market that is set to explode. I’ve spent the better part of a decade neck-deep in AI research, from NLP to clinical data, across labs … Read more
As an AI researcher with a Ph.D., one of the most common questions I get is, “What’s the best laptop for machine learning research?” People expect me to point to a massive, 3kg gaming laptop with the most powerful GPU money can buy. My answer usually surprises them. This post details my personal, real-world PhD … Read more
With the continuous stream of LinkedIn updates and new preprints related to AI in medicine, it is easy and understandable to feel overwhelmed about where to start as a researcher. In this article, I will give suggestions that focus on the “AI for Medicine” research area. This has been my research area during my Ph.D, … Read more
