New AI Model Diagnoses Five Brain Disease from One Blood Test

A deep joint-learning proteomics model for diagnosis of six conditions associated with dementia - Nature Medicine

Co-pathology is a common feature of neurodegenerative diseases that complicates diagnosis, treatment and clinical management. However, sensitive, specific and scalable biomarkers for in vivo pathological diagnosis are not available for most neurodegenerative neuropathologies. Here we present Proteomics-based Artificial Intelligence for Dementia Diagnosis (ProtAIDe-Dx), a deep joint-learning model on 17,187 patients and controls (age of 70.3 ± 11…

New AI model can detect multiple cognitive brain diseases from a single blood sample

The symptom profiles of different neurodegenerative diseases often overlap, and diagnosing age-related cognitive symptoms is complex. A patient may have multiple overlapping disease processes in the brain at the same time. Now, researchers at Lund University in Sweden have developed an AI model showing that it is possible to detect several neurodegenerative diseases from a single blood sample. The study is published in Nature Medicine.

AI model can detect multiple cognitive brain diseases from a single blood sample

The symptom profiles of different neurodegenerative diseases often overlap, and diagnosing age-related cognitive symptoms is complex. A patient may have multiple overlapping disease processes in the brain at the same time, for example, Alzheimer's disease and Lewy body disease, especially in the early stages of cognitive decline. Now, researchers at Lund University have developed an AI model showing that it is possible to detect several neurodeg…

AI model can detect multiple cognitive diseases from single blood sample

An AI model detects several neurodegenerative diseases from a single blood sample, researchers at Lund University in Sweden say.

AI Identifies Multiple Dementias from One Blood Sample

Researchers developed an AI model that detects five neurodegenerative diseases from one blood sample. The tool identifies protein patterns that predict cognitive decline more accurately than clinical exams.