Datasets

The FMCW radar-based food intake monitoring-oriented dataset contains 70 meal sessions (4132 eating gestures and 893 drinking gestures) from 70 participants with a total duration of 1155 minutes. Four eating styles (fork & knife, chopsticks, spoon, hand) are included in this dataset. The radar data formats in this dataset include Range-Doppler-Time data (RD Cube), and Doppler-Time data (DT Map).

This item contains the replication package related to the paper "An Empirical Investigation into the Capabilities of Anomaly Detection Approaches for Test Smell Detection".

This dataset provides a structured environment for cervical cancer image analysis using machine learning and deep learning. It includes four main experiments: Risk factor prediction using classical ML models ROI segmentation using U-Net Lesion detection using Detectron2 Binary classification of images and Kappa evaluation The experiments are implemented in Jupyter notebooks. All datasets are reduced 10% samples. The images used are publicly available from the Intel MobileODT dataset. Originally, the project included a private dataset (CAIME), but for privacy reasons, those images were removed ...

Data used in the article entitled ' Multiplex and spatiotemporal detection of single-cell antibody secretions using protein-patterned microwells'. This database contains the original microscopy images etc. of: (i) PDMS microwell fabrication, (ii) protein patterning (inside microwells), and (iii) detection of antibodies secreted by cells. The data is subdivided into what was used for each figure in the article. The used software and script to perform data analysis are described in the article.

The dataset that contains IMU signal and the related annotation for drinking activity in free-living environment. It contains raw data (.csv) for DX-I (semi-controlled) and DX-II (free-living), and also the ready-to-use data (.pkl). The DX-I dataset contains 8.9h IMU data from 13 participants collected in semi-controlled environment. The DX-II dataset contains 45.2h IMU data from 7 participants collected in free-living environment.

Data supporting the publication entitled "Not fleeting but lasting: Limited influence of aging on implicit adaptative motor learning and its short-term retention." The dataset provides the data of a replication attempt of the following paper: https://pubmed.ncbi.nlm.nih.gov/25274819/ In this study, we measured total adaptation, implicit adaptation and spontaneous recovery of motor memories in a force-field paradigm in a group of 28 young participants and 20 older ones (55-70 years old). We failed to replicate the paper above and found no difference in total adaptation, implicit adaptation, ...

The data and software provided is used in the publication of "Coincidence detection of EELS and EDX spectral events in the electron microscope" (https://doi.org/10.3390/app11199058). The scripts are written in python 3 and except for the standard python libraries such as numpy, matplotlib, skimage, etc. there is need to install: 1. hyperspy (https://hyperspy.org/) 2. rigidregistration (https://github.com/bsavitzky/rigidRegistration)

Self-healing materials can prolong the lifetime of structures and products by enabling the repairing of damage. However, detecting the damage and the progress of the healing process remains an important issue. In this study, self-healing, piezoresistive strain sensor fibers (ShSFs) are used for detecting strain deformation and damage in a self-healing elastomeric matrix. The ShSFs were embedded in the self-healing matrix for the development of self-healing sensor fiber composites (ShSFC) with elongation at break values of up to 100%. A quadruple hydrogen-bonded supramolecular elastomer was ...

Turkey is an intermediate hepatitis B virus (HBV) endemic country. However, prevalence among Turkish migrants in Belgium is unknown, especially in those born in Belgium with a foreign-born parent, i.e. second-generation migrants (SGM). Aims To evaluate the prevalence of HBV infection and associated risk factors in Turkish first-generation migrants (FGM), i.e. foreign-born, and SGM. Methods Between September 2017 and May 2019, free outreach testing for hepatitis B surface antigen (HBsAg), hepatitis B core antibodies (anti-HBc), and antibodies against HBsAg was offered to Turkish migrants in ...