Outcome prediction for endovascular therapy: Multimodal deep learning for acute ischemic events in the arteria cerebri media

The efficacy of endovascular therapy in large vessel occlusion (LVO) of the anterior circulation is dependent to a high degree on the selection of patients who are likely to benefit from this procedure. To this end, functional outcome prediction based on clinical parameters is an active area of research. In the preoperative screening of LVO...

Automatic Camera Extrinsics Estimation in the Catheterization Laboratory

Surgical workflow analysis has gained more importance in operating rooms, which could take responsibility for the working condition, the safety of both patients and surgical personnel, as well as the working efficiency. Focusing on the optimization of the workflow, a set of cameras is installed in the Catheterization Laboratory in Reinier de...

Automatic Detection of Mind Wandering Based on Eye Movement from the Mementos Data Set

Mind wandering is a phenomenon that is used to describe moments where a person's attention appears to shift away to something that is not related to the primary task, which can have a negative influence on the task performance. In this research, the aim is to create a viable algorithm that can automatically detect mind wandering based on eye...

Automatic Detection of Mind Wandering Using Residual Network Generated Features

Mind wandering occurs when a person’s attention unintentionally shifts away from their current thought or task. Being able to automatically detect cases of mind wandering can assist applications with attention retention, and help people with maintaining focus. Many methods have been tested to deal with mind-wandering detection, but they are...

Automatic Detection of Mind-Wandering Based on Body and Hand Movements from “Mementos” Dataset

The aim of this research is to discuss if it is possible or feasible enough to detect Mind-wandering of individuals using their hand and body movements from video recordings. The basis for this research is “Mementos”[9] data set, containing over 2000 recordings of people watching music videos. During experiment videos from data set were used to...

Detection of Mind-Wandering through Sound

Mind-wandering happens when one's current train of thought, related to a specific task, is interrupted, due to internal disconnected thoughts. This phenomenon is highly subjective, and its detection is really important due to the internal understanding of the human mind that can be obtained. Several methods have been used in order to detect mind...

Automatic Detection of Mind-Wandering using Facial Expressions

Spending time in front of screens has become an inescapable activity, which might be interrupted by unrelated external causes. While automatic approaches to identify mind-wandering (MW) have already been investigated, past research was done with self-reports or physiological data. This work explores automated detection utilizing solely facial...

Validation and improvement of the OPTI-VFA sensor for online VFA monitoring

Anaerobic digestion of sludge from brackish aquaculture recirculation system: CSTR performance, analysis of methane potential and phosphatase, struvite crystallization

The marine/ brackish recirculating aquaculture system (RAS) is a sustainable and environment-friendly cultivating system to meet the increasing demand of aquatic animal protein for the human consumption. However, the increasing amount of aquaculture waste becomes problematic for further application and demands much research attention on it. To...