no code implementations • 15 Nov 2023 • Ethan Harvey, Junzi Dong, Erina Ghosh, Ali Samadani
In this study, we focus on two models for the early detection of hospital-acquired infections (HAIs): 1) the Infection Risk Index (IRI) and 2) the Ventilator-Associated Pneumonia (VAP) prediction model.
no code implementations • 19 Jun 2020 • Paratoo Alinia, Ali Samadani, Mladen Milosevic, Hassan Ghasemzadeh, Saman Parvaneh
To answer these important research questions, in this article, we propose a comprehensive approach to design a sensor system that uses a single accelerometer along with machine learning algorithms for in-bed lying posture classification.
no code implementations • 10 Jun 2020 • Ali Samadani, Rob Gorbet, Dana Kulic
The proposed approach is tested using a full-body movement dataset.
no code implementations • 5 Oct 2018 • Saman Parvaneh, Jonathan Rubin, Ali Samadani, Gajendra Katuwal
Using the Physionet/CinC Challenge dataset, an 80-20% subject-level split was performed to create in-house training and test sets, respectively.