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456 results for “Medication adherence”
Effects of Self-administration of Medication During Hospitalization on Medication Safety, Adherence, and Patient Satisfaction in Dutch Hospitals
ClinicalTrials.gov study NCT03728855. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Effect of Mobile Application-Based Education on Self-Efficacy, Medication Adherence and Sleep Quality in Asthma.
ClinicalTrials.gov study NCT07139080. IPD Sharing: NO. Countries: 1. Publications: 0.
Adherence to Prescribed Medication: Elucidating the Gap Between Guideline Recommendation and Real Life in Myocardial Infarction
ClinicalTrials.gov study NCT03661710. IPD Sharing: NO. Countries: 1. Publications: 0.
Data from: Estimation of inhalation flow profile using audio-based methods to assess inhaler medication adherence
Open the record for dataset details and reuse information.
The Impact of GlowCaps Connect™ and Its Services on Hypertension Medication Adherence
ClinicalTrials.gov study NCT00985452. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Facilitating Migraine Medication Adherence and Optimizing Medication Use
ClinicalTrials.gov study NCT02473692. IPD Sharing: Not stated. Countries: 0. Publications: 0.
Medication Adherence and Non-adherence in Adults With Rare Disease
ClinicalTrials.gov study NCT04541875. IPD Sharing: UNDECIDED. Countries: 0. Publications: 0.
Mobile Health Interventions for Medication Adherence Among PLWH
ClinicalTrials.gov study NCT04191278. IPD Sharing: NO. Countries: 0. Publications: 0.
ASsessment of Adherence TO Medication in AtRIAl Fibrillation - an eMonitoring Drug Dispensing Device Study
ClinicalTrials.gov study NCT04815161. IPD Sharing: NO. Countries: 0. Publications: 0.
Social Norms and Antihypertensive Medication Adherence
ClinicalTrials.gov study NCT03292393. IPD Sharing: NO. Countries: 0. Publications: 0.
Impact of Medication Education on Adherence and Side Effects
ClinicalTrials.gov study NCT07374588. IPD Sharing: NO. Countries: 0. Publications: 0.
The Impact of Medication Adherence in Patients With Type 2 Diabetes and Disabilities
ClinicalTrials.gov study NCT07052708. IPD Sharing: UNDECIDED. Countries: 0. Publications: 0.
Medication Adherence in Heart Failure After Hospitalisation
ClinicalTrials.gov study NCT05233644. IPD Sharing: UNDECIDED. Countries: 1. Publications: 0.
Effects of Home Visits on Medication Adherence in Children and Youth With HIV
ClinicalTrials.gov study NCT00006439. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Sentiment analysis in medication adherence: full code
<p>This database, associated with the research article on sentiment analysis in medication adherence, comprises an extensive collection of files essential for understanding and replicating the study's findings. It includes 362,806 anonymized medication reviews, meticulously analyzed to explore the correlation between patient sentiments and medication adherence.</p> <p><strong>Organize folders and code:</strong></p> <pre><code>MedicationAdherenceSentimentAnalysis/ │ ├── 01 - Original dataset/ │ └── originalDataset.csv │ ├── 02 - Dataset cleaning/ │ ├── CleaningStep1.py │ ├── CleaningStep2.py │ ├── CleaningStep3.py │ ├── CleaningStep4.py │ ├── Balancing.py │ ├── CleanedDatasetStep1.csv │ ├── CleanedDatasetStep2.csv │ ├── CleanedDatasetStep3.csv │ └── CleanedDatasetStep4.csv │ └── FinalBalancedDataset.csv │ ├── 03 - Vader analysis/ │ ├── vaderAnalysis.py │ └── vaderResults.csv │ ├── 04 - DistilRoBERTa analysis/ │ ├── DistilRoBERTa_Analysis.py │ └── DistilRoBERTa_Results.csv │ ├── 05 - Dataset report/ │ ├── datasetReport.py │ ├── filtredNegativeMeds.py │ ├── filtredPositiveMeds.py │ └── Outputs printed in terminal (Note: Terminal outputs are not stored as files) │ ├── 06 - Charts/ │ ├── charts.py │ ├── sentimentByLikert.html │ ├── vaderVsDistilRoBERTa.html │ ├── emotionsByLevelOfEffectiveness.html │ ├── emotionsByLevelOfEaseofuse.html │ └── emotionsByLevelOfSatisfaction.html │ └── 07 - Model metrics/ ├── modelMetrics.py └── dataserForMetrics.csv </code></pre> <p> </p> <p><strong>Contents:</strong></p> <ol> <li>Anonymized Medication Reviews: The original dataset must be downloaded from the original source indicated in "ReadmeDataset.docx". This is comprehensive dataset of 362,806 medication reviews, anonymized to protect patient privacy. These reviews serve as the primary data source for the sentiment analysis conducted in the study.</li> <li>Sentiment Analysis Results: Detailed files containing the output of the sentiment analysis performed using VADER and DistilRoBERTa models. This includes sentiment polarities, emotional responses, and their correlation with the perceived effectiveness, ease of use, and satisfaction reported by patients.</li> <li>Statistical Analysis Files: Contains the statistical tests and analysis results that establish the significant correlations between sentiment polarities and patient perceptions, as discussed in the article.</li> <li>Methodology Documentation: Detailed documentation of the methodologies used, including the application of AI tools like VADER and DistilRoBERTa for sentiment analysis. This section aids in replicating the study's approach for further research.</li> <li>Supplementary Information: Additional files that support the article's content, possibly including code snippets used for analysis, raw data processing details, and any other supplementary materials that contribute to the transparency and reproducibility of the research.</li> </ol> <p><strong>Usage:</strong></p> <p>This database is intended for researchers, clinicians, and academicians interested in exploring the intersection of artificial intelligence, sentiment analysis, and clinical pharmacy. It provides a rich resource for understanding patient sentiments towards medications and their potential impact on adherence. Researchers can utilize this data to replicate the study, conduct further analyses, or explore new hypotheses in the realm of health informatics and patient care optimization.</p>
Medication Adherence in COPD--A Self-Regulation Study
ClinicalTrials.gov study NCT00005717. IPD Sharing: Not stated. Countries: 0. Publications: 0.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
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DANDI Archive for NWB datasets
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International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.