Situation Awareness for Automated Surgical Check-listing in AI-Assisted Operating Room

no code implementations • 12 Sep 2022 • Tochukwu Onyeogulu, Salman Khan, Izzeddin Teeti, Amirul Islam, Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, George Mylonas, Fabio Cuzzolin

Nowadays, there are more surgical procedures that are being performed using minimally invasive surgery (MIS).

Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning

no code implementations • 12 Sep 2022 • Kaizhe Jin, Adrian Rubio-Solis, Ravi Naik, Tochukwu Onyeogulu, Amirul Islam, Salman Khan, Izzeddin Teeti, James Kinross, Daniel R Leff, Fabio Cuzzolin, George Mylonas

In this paper, a cascade of two machine learning approaches is suggested for the multimodal recognition of CWL in four different surgical task conditions.

Anatomy EEG +2

Multi-Agent Deep Reinforcement Learning in Vehicular OCC

no code implementations • 5 May 2022 • Amirul Islam, Leila Musavian, Nikolaos Thomos

Optical camera communications (OCC) has emerged as a key enabling technology for the seamless operation of future autonomous vehicles.

Autonomous Vehicles reinforcement-learning +1