Companies and startups machine learning neuroimaging dementia depression

Winterlight Labs is a startup founded in 2015 that uses natural language processing and artificial intelligence, which are subsets of machine learning, to detect changes in neurological and psychiatric symptoms through speech. The company works with neuroimaging technologies as it collaborates with leading memory clinics and uses speech-based digital biomarkers to measure disease progression. Their work is related to dementia, as evidenced by their focus on Alzheimer's Disease and Mild Cognitive Impairment, and to depression, as they study psychiatric diseases including depression.

Darmiyan is a startup (Y-Combinator batch S17) involved in machine learning and AI, specifically in the healthcare diagnostics sub-industry. The company works with neuroimaging technologies, as evidenced by their patented technology that quantifies cellular-level changes within brain MRI scans. Their primary focus is on neurodegenerative diseases, particularly dementia, as they aim to detect and monitor Alzheimer's disease. While the information does not explicitly mention depression, the company's broader mission to improve brain health could potentially encompass it.

Actipulse Neuroscience is a startup backed by Y Combinator, involved in non-invasive brain stimulation which can be considered a form of neuroimaging technology. The company is focused on treating depression and is in pilot phases for Alzheimer's, which is related to dementia.

Beacon Biosignals is a startup that utilizes state-of-the-art machine learning and neuroimaging technologies (EEG) to work on neurological and psychiatric diseases, including dementia and depression. The company’s platform and algorithms are specifically designed to analyze brain data and improve the diagnosis and treatment of these conditions.

Inscopix is a startup involved in machine learning and neuroimaging technologies. Their work is related to neurological and psychiatric disorders, which includes dementia and depression.