Month: September 2022

Text classification made easy with deep learning and data preprocessing!

Using machine and deep learning techniques, this research explores an efficient approach for categorizing textual data. Just like a master chef who carefully selects and prepares ingredients for a delicious dish, the researchers clean the data, handle missing values, and remove unnecessary columns. They then utilize various algorithms such as logistic regression, random forest, K-nearest […]

Published on September 15, 2022

Unveiling Brain Connections: Graph Theory Applied to fNIRS Data

Imagine your brain and a friend’s brain communicating with each other, like a perfectly synchronized dance routine. That’s what hyperscanning is all about! Scientists are using this exciting tool to understand how our brains work together during social interactions. And now, they’re taking it up a notch by using graph theory to analyze the data. […]

Published on September 15, 2022

Detecting Blood Pressure Patterns Can Shed Light on Dementia Risk

Imagine you’re tracking temperature fluctuations over the course of 35 years in a giant greenhouse. Some areas start off hotter than others, but as time goes on, the hot spots cool down while other areas heat up. A similar phenomenon can be observed when studying blood pressure (BP) and dementia risk. In a retrospective study […]

Published on September 15, 2022