Our unified diagnostic tool provides comprehensive understanding of dementia’s pathology
Schedule a Demo →AICURA is at the forefront of transforming healthcare with artificial intelligence (AI). This case study outlines the application of AI in diagnosing and predicting the progression of dementia.
Diagnosing dementia and predicting its progression can be highly challenging due to the multifaceted nature of these diseases and the struggle of traditional diagnostic methods to handle the complexities of various data types.
AICURA Medical developed TelDem, a cascaded multimodal DL-based system designed to leverage multimodal patient data to improve clinical decision-making in dementia care. We integrated open-source data, including imaging, genetic, behavioral, and cerebrospinal fluid (CSF) biomarkers (BM) from 7,000+ patients.
The platform processes data from aggregation to deployment for three key clinical applications:
✓ Differential diagnosis between healthy individuals, AD, and three sub-types of FTLD
✓ Disease staging from healthy cognition to mild cognitive impairment (MCI) and AD
✓ Prediction of progression from MCI to AD
The integration of AI with multimodal data is key to transforming diagnostics and patient care. As the system adjusts to the specific patterns seen in different types of biomarkers and genetic profiles, it offers more targeted treatment recommendations. By combining diverse patient data, AI models like TelDem enable clinicians and drug-developers to make more accurate, data-driven decisions, supporting earlier interventions and more personalized treatments. This approach also enhances clinical trial design, creating opportunities to improve patient outcomes and advance research in meaningful ways.
AICURA provides exclusive access to multimodal data and advanced AI Systems designed to accelerate and de-risk clinical programs. All of this is delivered within a secure and compliant federated infrastructure that prioritizes data integrity and patient privacy.
✓AI-ready multimodal data
✓ Easy-to-implement AI Systems
✓ Federated and secure access