data science

NGT-LEX-UvA-2025-video_glos_raw_part17

This dataset is part of the data collection NGT-LEX-UvA-2025-video (https://doi.org/10.21942/uva.c.8723623).About the content of the data collectionThe NGT-LEX-UvA-2025-video data collection contains video recordings of lexical signs in Dutch Sign Language (NGT). Each sign has been recorded with five cameras, simultane...

Candidate molecular endotypes and dynamic risk prediction in anti-MDA5-positive dermatomyositis-associated interstitial lung disease: a systematic scoping review

Background Anti-melanoma differentiation-associated protein 5 antibody-positive dermatomyositis (anti-MDA5+ DM) spans pulmonary states from no detectable interstitial lung disease (ILD) to rapidly progressive ILD (RP-ILD). We mapped molecular programs and prediction evidence to determine how recurrent biological states...

From mandatory disclosure data to organisational decision-making guided by planetary boundaries

Organisations currently lack operational methods to assess how their activities contribute to returning society to within Earth's safe operating space, considering that seven of the nine planetary boundaries are currently exceeded. Although the mandatory Corporate Sustainability Reporting Directive of the European Unio...

Disability inclusion for just transitions: A semi-systematic review of representations of persons with disabilities in energy transition research

Transitions to low-carbon energy systems risk perpetuating existing social inequalities if they fail to account for marginalised groups. Persons with disabilities are often overlooked in energy policy and research, despite having distinct and often greater energy needs, requiring transitions to be guided by just transi...

Medical students’ experiences of clinical assessment in teaching hospitals affiliated with Lorestan University of Medical Sciences: a qualitative content analysis

Clinical assessment plays a central role in developing medical students’ clinical competence and professional identity. However, students’ experiences of clinical assessment remain insufficiently understood, particularly in resource-constrained teaching hospitals. This study explored medical students’ experiences of fa...

Molecular biomarkers in uterine sarcomas: a review of reviews with genomic data integration

Political Localism in the 2026 General Election: A Case Study of Constituency 3, Ubon Ratchathani

This research article aims to examine the voting decisions of voters in the 2026 General Election in Constituency 3, Ubon Ratchathani Province, through the lens of Political Localism. This study employed a qualitative research methodology. Data were collected through in-depth interviews with 30 key informants across fo...

Nouveaux business models des data et de l’IA : une étude de startups (2019-2023)

Les technologies fondées sur les données et l’intelligence artificielle transforment profondément les logiques de création de valeur et favorisent l’émergence de nouveaux business models (BM). Toutefois, les travaux existants sur les BM patterns (BMP), qui décrivent les logiques récurrentes des BM, rendent peu compte d...

Crowdsourced aurora observations during geomagnetic superstorms: the Aurorasaurus open science database

This technical report details Aurorasaurus citizen science data from the operational lifetime of the project, with a particular focus on observations collected during the geomagnetic superstorms of 2024. The report also presents updates to the project’s data filtering protocols and scientific data release pipeline. Aur...

hpci improves reproducibility of computational biology research by integrating Continuous Integration with High Performance Computing clusters.

MOTIVATION The reproducibility crisis in bioinformatics and computational biology can be mitigated by using Continuous Integration (CI), a proven software engineering practice, to automate the testing of analysis pipelines and models. However, the adoption of CI in bioinformatics is limited as existing solutions are ty...

Irregularly and incompletely sampled random fields in the Earth sciences: Analysis and synthesis of parameterized covariance models

Summary Geophysical data observed in the Earth, planetary, and lunar sciences are spatially limited to sampling plans designed to span a feature of interest whose resolution and regularity in discretization are bound by site, observational, and instrumental constraints. Common wisdom tells us that the more observations...

Modeling U.S. Mortality and Suicide Rates by Integrating Mental Health and Socioeconomic Indicators

Accurate mortality modeling is central to actuarial science and public health, especially as mental health emerges as a significant factor in population outcomes. This article develops and applies a Bayesian hierarchical model to analyze U.S. county-level mortality and suicide rates from 2010 to 2023. Applying a condit...