A hybrid model integrating RoBERTa, TF-IDF, and attention mechanism for medical query intent classification
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DOI: 10.1038/s41598-025-25783-x
Abstract: In medical retrieval scenarios, accurate identification of user query intent is pivotal for enhancing retrieval relevance and knowledge augmentation effectiveness. However, existing approaches exhibit polarized performance: traditional shallow models (e.g., TF-IDF, Bag-of-Words) struggle to capture… read more here.
Keywords: intent; model integrating; attention; hybrid model ... See more keywords
A Formal Model for Integrating Consent Management Into MLOps
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DOI: 10.1109/access.2024.3471773
Abstract: In the artificial intelligence (AI) era, data has become increasingly essential for learning and analysis. AI enables automated decision-making that may lead to violation of the General Data Protection Regulation (GDPR). The GDPR is the… read more here.
Keywords: formal model; model integrating; consent management; model ... See more keywords
Construction and validation of a prognostic nomogram model integrating machine learning-pathomics and clinical features in IDH-wildtype glioblastoma
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Translational Medicine"
DOI: 10.1186/s12967-025-06482-7
Abstract: Novel diagnostic criteria for glioblastoma (GBM) in the 2021 WHO classification emphasize the importance of integrating pathological and molecular features. Pathomics, which involves the extraction of digital pathology data, is gaining significant interest in the… read more here.
Keywords: learning pathomics; model integrating; machine learning; model ... See more keywords
Before allyship: A model of integrating awareness of a privileged social identity
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.993610
Abstract: Introduction Although the American Psychological Association encourages clinical psychologists to recognize and understand the experience of social privilege both within themselves and the individuals and communities they serve, there is a dearth of research in… read more here.
Keywords: social privilege; identity; allyship model; model integrating ... See more keywords
Cultural lenses of the utility of the ICD-11-PD model: Integrating the Peruvian context
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychiatry"
DOI: 10.3389/fpsyt.2022.1016471
Abstract: COPYRIGHT © 2022 Hualparuca-Olivera. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s)… read more here.
Keywords: utility icd; lenses utility; cultural lenses; model integrating ... See more keywords
A Hybrid Model Integrating Variational Mode Decomposition and Intelligent Optimization for Vegetable Price Prediction
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DOI: 10.3390/agriculture15090919
Abstract: In recent years, China’s vegetable market has faced frequent and drastic price fluctuations due to factors such as supply–demand relationships and climate change, which significantly affect government bodies, farmers, consumers, and other participants in the… read more here.
Keywords: model integrating; price; integrating variational; model ... See more keywords
Conceptual Model for Integrating Environmental Impact in Managerial Accounting Information Systems
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph18041791
Abstract: The main research objective is to develop a conceptual accounting model to reflect the environmental impact generated by the economic activity of Romania’s entities. In order to identify the current stage of the use of… read more here.
Keywords: impact; accounting; model integrating; integrating environmental ... See more keywords