63 citations · 126 across the 4 of their papers we have counts for
4 papers
Emergent Symbolic Structure in Health Foundation Models: Extraction, Alignment, and Cross-Modal Transfer
Gajendra Katuwal, Advait Koparkar, Salar Abbaspourazad +2
We show that information can be transferred post-hoc across independently trained health foundation models (FMs), each pretrained on ~20M minutes of wearable sensor data from ~172K…
Applications of Blockchain in Healthcare: Current Landscape & Challenges
Gajendra J. Katuwal, Sandip Pandey, Mark Hennessey +1
Several problems in healthcare stem from the complex network of intermediaries and the lack of traceability of transactions. To mention a few: healthcare data is fragmented across…
Automatic Detection of Arousals during Sleep using Multiple Physiological Signals
Saman Parvaneh, Jonathan Rubin, Ali Samadani +1
The visual scoring of arousals during sleep routinely conducted by sleep experts is a challenging task warranting an automatic approach. This paper presents an algorithm for automa…
Machine Learning Model Interpretability for Precision Medicine
Gajendra Jung Katuwal, Robert Chen
Interpretability of machine learning models is critical for data-driven precision medicine efforts. However, highly predictive models are generally complex and are difficult to int…