Cargando…

Automatic data extraction to support meta-analysis statistical analysis: a case study on breast cancer

BACKGROUND: Meta-analyses aggregate results of different clinical studies to assess the effectiveness of a treatment. Despite their importance, meta-analyses are time-consuming and labor-intensive as they involve reading hundreds of research articles and extracting data. The number of research artic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mutinda, Faith Wavinya, Liew, Kongmeng, Yada, Shuntaro, Wakamiya, Shoko, Aramaki, Eiji
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9206132/ https://www.ncbi.nlm.nih.gov/pubmed/35717167 http://dx.doi.org/10.1186/s12911-022-01897-4

Ejemplares similares

Semantic Textual Similarity in Japanese Clinical Domain Texts Using BERT
por: Mutinda, Faith Wavinya, et al.
Publicado: (2021)

Estimation of Psychological Distress in Japanese Youth Through Narrative Writing: Text-Based Stylometric and Sentiment Analyses
por: Manabe, Masae, et al.
Publicado: (2021)

Measuring Public Concern About COVID-19 in Japanese Internet Users Through Search Queries: Infodemiological Study
por: Gao, Zhiwei, et al.
Publicado: (2021)

Monitoring Mentions of COVID-19 Vaccine Side Effects on Japanese and Indonesian Twitter: Infodemiological Study
por: Ferawati, Kiki, et al.
Publicado: (2022)

Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach
por: Nishiyama, Tomohiro, et al.
Publicado: (2023)

Disruptions in the Cystic Fibrosis Community’s Experiences and Concerns During the COVID-19 Pandemic: Topic Modeling and Time Series Analysis of Reddit Comments
por: Yao, Lean Franzl, et al.
Publicado: (2023)

Identification of Adverse Drug Event–Related Japanese Articles: Natural Language Processing Analysis
por: Ujiie, Shogo, et al.
Publicado: (2020)

Medical Needs Extraction for Breast Cancer Patients from Question and Answer Services: Natural Language Processing-Based Approach
por: Kamba, Masaru, et al.
Publicado: (2021)

Natural Language Processing: from Bedside to Everywhere
por: Aramaki, Eiji, et al.
Publicado: (2022)

Measuring concerns about the COVID-19 vaccine among Japanese internet users through search queries
por: Uehara, Makoto, et al.
Publicado: (2022)

Exploring the use of AI text-to-image generation to downregulate negative emotions in an expressive writing application
por: Azuaje, Gamar, et al.
Publicado: (2023)

Surveillance of early stage COVID-19 clusters using search query logs and mobile device-based location information
por: Hisada, Shohei, et al.
Publicado: (2020)

Between Fact and Fabrication: How Visual Art Might Nurture Environmental Consciousness
por: Buening, Rebecca, et al.
Publicado: (2022)

Extraction and Standardization of Patient Complaints from Electronic Medication Histories for Pharmacovigilance: Natural Language Processing Analysis in Japanese
por: Usui, Misa, et al.
Publicado: (2018)

Extracting Multiple Worries From Breast Cancer Patient Blogs Using Multilabel Classification With the Natural Language Processing Model Bidirectional Encoder Representations From Transformers: Infodemiology Study of Blogs
por: Watanabe, Tomomi, et al.
Publicado: (2022)

Causal Relationships Among Pollen Counts, Tweet Numbers, and Patient Numbers for Seasonal Allergic Rhinitis Surveillance: Retrospective Analysis
por: Wakamiya, Shoko, et al.
Publicado: (2019)

Twitter-Based Influenza Detection After Flu Peak via Tweets With Indirect Information: Text Mining Study
por: Wakamiya, Shoko, et al.
Publicado: (2018)

Modeling the spread of fake news on Twitter
por: Murayama, Taichi, et al.
Publicado: (2021)

Exploring Relationships Between Tweet Numbers and Over-the-counter Drug Sales for Allergic Rhinitis: Retrospective Analysis
por: Wakamiya, Shoko, et al.
Publicado: (2022)

Tweet Classification Toward Twitter-Based Disease Surveillance: New Data, Methods, and Evaluations
por: Wakamiya, Shoko, et al.
Publicado: (2019)

Robust two-stage influenza prediction model considering regular and irregular trends
por: Murayama, Taichi, et al.
Publicado: (2020)

Predicting regional influenza epidemics with uncertainty estimation using commuting data in Japan
por: Murayama, Taichi, et al.
Publicado: (2021)

Adverse event signal extraction from cancer patients’ narratives focusing on impact on their daily-life activities
por: Nishioka, Satoshi, et al.
Publicado: (2023)

Real and Imagined Smellscapes
por: Lindborg, PerMagnus, et al.
Publicado: (2021)

Identification of hand-foot syndrome from cancer patients’ blog posts: BERT-based deep-learning approach to detect potential adverse drug reaction symptoms
por: Nishioka, Satoshi, et al.
Publicado: (2022)

Cultural differences in music features across Taiwanese, Japanese and American markets
por: Liew, Kongmeng, et al.
Publicado: (2021)

Color edges extraction using statistical features and automatic threshold technique: application to the breast cancer cells
por: Ben Chaabane, Salim, et al.
Publicado: (2014)

Cross-Modal Perception of Noise-in-Music: Audiences Generate Spiky Shapes in Response to Auditory Roughness in a Novel Electroacoustic Concert Setting
por: Liew, Kongmeng, et al.
Publicado: (2018)

The relationship between Hikikomori risk factors and social withdrawal tendencies among emerging adults—An exploratory study of Hikikomori in Singapore
por: Lin, Patrick K. F., et al.
Publicado: (2022)

Clinical Concept Extraction with Lexical Semantics to Support Automatic Annotation
por: Abbas, Asim, et al.
Publicado: (2021)

“statcheck”: Automatically detect statistical reporting inconsistencies to increase reproducibility of meta‐analyses
por: Nuijten, Michèle B., et al.
Publicado: (2020)

Statistical methods for meta-analysis
por: Hedges, Larry V.
Publicado: (1985)

Statistical meta-analysis with applications
por: Hartung, Joachim, et al.
Publicado: (2008)

Application of automatic statistical post-processing method for analysis of ultrasonic and digital dermatoscopy images
por: Drulyte, Indre, et al.
Publicado: (2018)

Blockchain-Based Automatic Tracking and Extracting Construction Document for Claim and Dispute Support
por: Kim, Eu Wang, et al.
Publicado: (2022)

An Integrated Computational Analysis of High-Risk SNPs in Angiopoietin-like Proteins (ANGPTL3 and ANGPTL8) Reveals Perturbed Protein Dynamics Associated with Cancer
por: Iqbal, Sajid, et al.
Publicado: (2023)

Introduction to the statistical dynamics of automatic control systems
por: Solodovnikov, V V
Publicado: (1960)

Aminoacyl tRNA synthetases as malarial drug targets: a comparative bioinformatics study
por: Nyamai, Dorothy Wavinya, et al.
Publicado: (2019)

Identification of Selective Novel Hits against Plasmodium falciparum Prolyl tRNA Synthetase Active Site and a Predicted Allosteric Site Using In Silico Approaches
por: Nyamai, Dorothy Wavinya, et al.
Publicado: (2020)

A Variability-Driven Analysis Method for Automatic Extraction of Domain Behaviors
por: Reinhartz-Berger, Iris, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_l8uve64r1d5q81e5llqe6t307k