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AI-Driven Molecular Skin Analysis & Personalized Skincare

SUMMARY Vanderbilt researchers have developed a novel skin assessment platform that analyzes the molecular composition of skin using mass spectrometry and employs artificial intelligence to match individuals with optimal skincare products. This technology delivers scientifically informed, user-specific insights and product guidance, enabling consumers...

Published: 12/9/2025 | Inventor(s):

Keywords(s):

Category(s): Computer Science & Communications, Health Care IT, Bioinformatics, Diagnostics

Multimodal Data Collection System to Predict Imminent Precursors of Problematic Behaviors and Associated App for Displaying Data

Summary Vanderbilt researchers led by Dr. Nilanjan Sarkar have invented a multimodal data capture system that gathers multi-sensory data from children and their ground-truth affective states to build a machine learning model yielding individualized profiles in accordance to the interview-informed synthesized contingency analysis (IISCA). Addressed...

Published: 6/20/2025 | Inventor(s):

Keywords(s): Pediatrics

Category(s): Health Care IT, Computer Science & Communications, Medical Devices

Innovative Mobile App that Facilitates Self-Management in Diabetes

Summary Vanderbilt researchers have developed the MyDay mobile app (iOS/Android) designed to collect, integrate, and provide feedback on a wide range of individual data relevant for diabetes self-management which allows flexible creation of data collection content, format, and timing. Addressed Need Young people with Type 1 Diabetes typically have...

Published: 7/26/2021 | Inventor(s):

Keywords(s): Metabolic Disorders/ Diabetes

Category(s): Computer Science & Communications, Health Care IT

pECHO: Easy to Use Smartphone App for Assisting in Transesophageal Echocardiography Exam

Summary Transesophageal echocardiography (TEE) is a test that uses high-frequency sound waves to create images of the heart. It provides more detail that a standard echocardiogram. Vanderbilt researchers have created a software that creates an easy to follow, step-by-step procedure for a transesophageal echocardiography exam.Addressed NeedThe pECHO...

Published: 5/29/2019 | Inventor(s):

Keywords(s): Cardiovascular

Category(s): Computer Science & Communications, Health Care IT, Medical Imaging