Medical AI Insights | Datanalytics101
A Research Hub for AI in Medicine
Back when I first wrote this post in 2022, the AI landscape was a different place. Finding a good dataset felt like a treasure hunt, piecing together links from university pages, old GitHub repos, and forum posts. I started this list to keep track of the gems I stumbled upon during literature reviews or through … Read more
Datasets form the basis of the domain of Artificial Intelligence and Machine learning. Over the last few years, model-centric AI has shifted from model-centric to data-centric AI. Supervised learning depends heavily on labeled data (i.e., features with ground-truth labels), where a mapping function is learned between the features and labels. In unsupervised learning, we depend … Read more
This article covers the five technologies required for building an end-to-end data science, artificial intelligence, or machine learning project from scratch. They are defining a problem statement, identifying the competing solutions, conducting a literature survey, identifying research gaps with possible Proof-of-concept, and finally, the practical utility of the solution. Welcome. I hope you are now … Read more