Month: August 2022

Deep learning 3D V-Net network for auditory ossicle segmentation

Imagine you have a fancy 3D scanner that can capture detailed images of the tiny bones in your ear. Now, what if you could use a powerful deep learning method called a 3D V-Net convolutional neural network to automatically identify and separate these delicate little bones? Well, that’s exactly what this study set out to […]

Published on August 31, 2022

Cracking the Code of Neuroimage Analysis

Neuroscientists are facing the challenge of analyzing data from multiple sites, a process that involves domain adaptation and addressing batch effects. It’s like trying to decipher different languages spoken at various international conferences – you have to adjust your understanding based on the context and nuances of each site. Similarly, in neuroimage analysis, researchers must […]

Published on August 31, 2022

Minding the Complement: Brain Proteins Altered in People with HIV

Just like a brain that needs complementing elements to function properly, brain tissues of people with human immunodeficiency virus (HIV) have shown altered levels of complement component 3 (C3) and complement factor H (CFH) proteins. These proteins are closely linked to conditions such as HIV-associated neurocognitive disorder (HAND), as well as age-related neurodegenerative diseases like […]

Published on August 31, 2022