nlp
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2026
Analyzing freedom: Understanding swiss COVID-19 narratives through NLP analysis
Background Beyond the public health challenges it posed, the COVID-19 pandemic exposed the fragility of public discourses, particularly regarding moral key terms such as freedom. Understanding how these terms, including…
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Analyzing Misinformation and Disinformation: Understanding Swiss COVID-19 Narratives Through Natural Language Processing Analysis
Abstract Background:The COVID-19 pandemic has highlighted the challenges posed by the rapid spread of misinformation and disinformation, exacerbating societal polarization and institutional distrust. Understanding how misinformation and disinformation is understood…
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Financial Burden in Adults With Chronic Illness in Switzerland: A Secondary Analysis of Qualitative Interviews Using Natural Language Processing and Topic Modeling
Abstract Background:Chronic illness may cause a financial burden that affects patients, their caregivers, and families. While international research, mostly from the United States, has largely focused on cancer-related financial hardship,…
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2025
FINK NLP: A Natural Language Processing Toolkit for Structured Analysis of Multilingual Interview Data
FINK NLP is a modular Jupyter-based pipeline designed for the structured extraction, organization, and analysis of multilingual interview transcripts stored as .docx files. It performs metadata parsing from filenames, text…
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A Mixed-methods Study of Deep Brain Stimulation’s Temporal Impact on Parkinson’s Disease Patients: Insights from Short-, Medium-, and Long-term Experiences
Introduction Deep brain stimulation (DBS) is a well-established neurosurgical treatment and is considered the standard of care for refractory Parkinson’s disease (PD). While the evaluation of DBS outcomes is often…
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2024
Jupyter Notebook for NLP Analyses for PD-DBS interviews
The following code allows to perform NLP analysis (sentiment analysis and semantic networks) of interviews with Parkinson's Disease patients implanted with Deep Brain Stimulation (DBS).