Cargando…

Evaluation of word embedding models to extract and predict surgical data in breast cancer

BACKGROUND: Decisions in healthcare usually rely on the goodness and completeness of data that could be coupled with heuristics to improve the decision process itself. However, this is often an incomplete process. Structured interviews denominated Delphi surveys investigate experts' opinions an...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sgroi, Giuseppe, Russo, Giulia, Maglia, Anna, Catanuto, Giuseppe, Barry, Peter, Karakatsanis, Andreas, Rocco, Nicola, Pappalardo, Francesco
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9667561/ https://www.ncbi.nlm.nih.gov/pubmed/36384559 http://dx.doi.org/10.1186/s12859-022-05038-6

Ejemplares similares

The Impact of the COVID‐19 Pandemic on Surgical Management of Breast Cancer: Global Trends and Future Perspectives
por: Rocco, Nicola, et al.
Publicado: (2020)

Nanotextured Breast Implants: Not a Solution for All Seasons
por: Nava, Maurizio Bruno, et al.
Publicado: (2021)

How to optimize aesthetic outcomes in implant-based breast reconstruction
por: Nava, Maurizio Bruno, et al.
Publicado: (2018)

A decision-making method for breast augmentation based on 25 years of practice
por: Nava, Maurizio Bruno, et al.
Publicado: (2018)

Bayesian Augmented Clinical Trials in TB Therapeutic Vaccination
por: Kiagias, Dimitrios, et al.
Publicado: (2021)

Comment on: Breast Implant Surfaces and Their Impact on Current Practices: Where Are We Now and Where Are We Going
por: Nava, Maurizio Bruno, et al.
Publicado: (2020)

Should Acellular Dermal Matrices Be Used for Implant-based Breast Reconstruction after Mastectomy? Clinical Recommendation Based on the GRADE Approach
por: Cinquini, Michela, et al.
Publicado: (2023)

The Potential of Computational Modeling to Predict Disease Course and Treatment Response in Patients with Relapsing Multiple Sclerosis
por: Pappalardo, Francesco, et al.
Publicado: (2020)

Word embeddings
por: Hellrich, J
Publicado: (2019)

Outcomes of Different Quality of Life Assessment Modalities After Breast Cancer Therapy: A Network Meta-analysis
por: Kastora, Stavroula Lila, et al.
Publicado: (2023)

Comparison of Word Embeddings for Extraction from Medical Records
por: Dudchenko, Aleksei, et al.
Publicado: (2019)

EpiMethEx: a tool for large-scale integrated analysis in methylation hotspots linked to genetic regulation
por: Candido, Saverio, et al.
Publicado: (2019)

Impact analysis of keyword extraction using contextual word embedding
por: Khan, Muhammad Qasim, et al.
Publicado: (2022)

A Word on Words in Words: How Do Embedded Words Affect Reading?
por: Snell, Joshua, et al.
Publicado: (2018)

Dual CNN for Relation Extraction with Knowledge-Based Attention and Word Embeddings
por: Li, Jun, et al.
Publicado: (2019)

Combining word embeddings to extract chemical and drug entities in biomedical literature
por: López-Úbeda, Pilar, et al.
Publicado: (2021)

Cross-lingual word embeddings
por: Søgaard, Anders, et al.
Publicado: (2019)

Measuring novelty in science with word embedding
por: Shibayama, Sotaro, et al.
Publicado: (2021)

Thesaurus-based word embeddings for automated biomedical literature classification
por: Koutsomitropoulos, Dimitrios A., et al.
Publicado: (2021)

Chest wall perforator flaps for breast reconstruction: international survey on attitudes and training needs
por: Karakatsanis, Andreas, et al.
Publicado: (2023)

Evaluating Word Embedding Feature Extraction Techniques for Host-Based Intrusion Detection Systems
por: Mvula, Paul K., et al.
Publicado: (2023)

A method for constructing word sense embeddings based on word sense induction
por: Sun, Yujia, et al.
Publicado: (2023)

On the Replicability of Combining Word Embeddings and Retrieval Models
por: Papariello, Luca, et al.
Publicado: (2020)

Using word embeddings to investigate cultural biases
por: Durrheim, Kevin, et al.
Publicado: (2022)

Identify novel elements of knowledge with word embedding
por: Yin, Deyun, et al.
Publicado: (2023)

Moving forward through the in silico modeling of tuberculosis: a further step with UISS-TB
por: Russo, Giulia, et al.
Publicado: (2020)

Leveraging word embeddings and medical entity extraction for biomedical dataset retrieval using unstructured texts
por: Wang, Yanshan, et al.
Publicado: (2017)

Nipple Sparing Mastectomy as a Risk-Reducing Procedure for BRCA-Mutated Patients
por: Rocco, Nicola, et al.
Publicado: (2021)

BioWordVec, improving biomedical word embeddings with subword information and MeSH
por: Zhang, Yijia, et al.
Publicado: (2019)

Improve word embedding using both writing and pronunciation
por: Zhu, Wenhao, et al.
Publicado: (2018)

Using word embeddings to improve the privacy of clinical notes
por: Abdalla, Mohamed, et al.
Publicado: (2020)

On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms
por: Sutton, Adam, et al.
Publicado: (2020)

Document Network Projection in Pretrained Word Embedding Space
por: Gourru, Antoine, et al.
Publicado: (2020)

Inductive Document Network Embedding with Topic-Word Attention
por: Brochier, Robin, et al.
Publicado: (2020)

Quality of word and concept embeddings in targetted biomedical domains
por: Giancani, Salvatore, et al.
Publicado: (2023)

Predicting the artificial immunity induced by RUTI® vaccine against tuberculosis using universal immune system simulator (UISS)
por: Pennisi, Marzio, et al.
Publicado: (2019)

Embedded word priming elicits enhanced fMRI responses in the visual word form area
por: Zhou, Zhiheng, et al.
Publicado: (2019)

In silico design of recombinant multi-epitope vaccine against influenza A virus
por: Maleki, Avisa, et al.
Publicado: (2022)

Model verification tools: a computational framework for verification assessment of mechanistic agent-based models
por: Russo, Giulia, et al.
Publicado: (2022)

Reproducibility dataset for a large experimental survey on word embeddings and ontology-based methods for word similarity
por: Lastra-Díaz, Juan J., et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_6dp67a9l461oqd4l27vr5tkon7