data science

Clinical prognosis and neurosurgical management of abusive head trauma: a scoping review

OBJECTIVE This scoping review sought to synthesize the current evidence for prognosis and neurosurgical management in abusive head trauma (AHT), a particularly deadly form of pediatric traumatic brain injury (TBI). METHODS Using key search terms such as "abusive head trauma," "neurosurgical procedures," "mortality," an...

PERG slope figure-generation and analysis code

Reproducible analysis and figure-generation code supporting the manuscript "PERG slope features for distinguishing normal and abnormal clinical records in a PhysioNet secondary analysis" by Ying-Jen Chen and Yi-Lin Chiu. This archive contains the code and frozen numerical inputs supporting Figures 1-6, supplementary Fi...

hairline: Clean, Predictable Figures for Medical and Data Science

A design system for scientific figures as a pair of matching Python and R packages: one frame for titles, legends, panels and captions, one type scale, colour-vision checked palettes, study endpoints that return figures, tables and text, and print-ready export.

Role of Organizational Development Intervention in Improving Career Adaptability and Alleviating Career Anxiety among Chinese Undergraduate Students: A Case Study at Zhanjiang University Science and Technology

This study examined whether an organizational development intervention could strengthen undergraduates’ career adaptability and alleviate career anxiety in a Chinese private-university context. Grounded in Social Cognitive Career Theory, Career Construction Theory, and Self-Efficacy Theory, the intervention integrated...

Visitor Satisfaction between Museum Experience and Behavioral Intention: A Case of Art Undergraduates at a Public University in Sichuan, China

As museums become more interactive cultural spaces, it is increasingly important to understand the factors that shape visitor engagement. However, understanding the experiential factors that shape engagement among specialized audience segments, such as art students, remains a critical research gap. This study examined...

Healthcare Professionals’ Perspectives on Interdisciplinary Teamwork for Falls Prevention Among Older Adults in Hospital Settings: A Scoping Review

Background/Objectives. Falls among hospitalized older adults remain a persistent patient-safety concern. Interdisciplinary teamwork is widely recommended for falls prevention, but how it is conceptualized and operationalized in hospital settings has not been systematically mapped. This scoping review aimed to map healt...

Acoustic measures of speech sound production in multilingual children: A scoping review protocol

In most societies, using more than one language or language variety is the norm, yet the reference data against which children’s speech is judged derive largely from monolingual speakers. Systematic cross-linguistic variation is therefore liable to be read as atypical development, placing multilingual children at risk...

Barriers and Enablers to Medication Adherence & Compliance in Glaucoma – A Scoping Review Protocol

Background Glaucoma is the leading cause of irreversible blindness worldwide, with increased intraocular pressure (IOP) being the primary modifiable risk factor. It is often referred to as the “silent thief of sight” for its progressive, mostly asymptomatic disease course until advanced stages. First line treatment is...

Certified bounds on optimization problems in quantum theory

Semidefinite relaxations of polynomial optimization have become a central tool for addressing the non-convex optimization problems over non-commutative operators that are ubiquitous in quantum information theory and, more in general, quantum physics. Yet, as these global relaxation methods are solved numerically, the b...

Systematic Framework of Application Methods for Large Language Models in Language Sciences

Additive Manufacturing and Amniotic Membrane in Chronic-Wound Dressings: A Systematic Review

This dataset accompanies the systematic review "Biofabrication, Additive Manufacturing, and Human Amniotic Membrane in Chronic Wound Dressings: A Systematic Review." The dataset contains study-level extraction records and methodological assessments supporting the narrative synthesis of 79 included studies. The supporti...

ORCHID data: umbrella record of the ORCHID datasets

ORCHID data (Open Repository for CALPHAD Hypotheses, Intelligence, and Discovery), release v2026.10: umbrella record of eight citable datasets, each a separate Zenodo record with its own DOI (the ESPEI datasets are derived from ORCHID-Values and deposited apart because they are used apart): ORCHID-Values: thermodynamic...