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Healthcare knowledge graph construction: A systematic review of the state-of-the-art, open issues, and opportunities
The incorporation of data analytics in the healthcare industry has made significant progress,
driven by the demand for efficient and effective big data analytics solutions. Knowledge …
driven by the demand for efficient and effective big data analytics solutions. Knowledge …
[HTML][HTML] A comprehensive review of artificial intelligence and network based approaches to drug repurposing in Covid-19
Conventional drug discovery and development is tedious and time-taking process; because
of which it has failed to keep the required pace to mitigate threats and cater demands of viral …
of which it has failed to keep the required pace to mitigate threats and cater demands of viral …
Causal deep learning
Causality has the potential to truly transform the way we solve a large number of real-world
problems. Yet, so far, its potential largely remains to be unlocked as causality often requires …
problems. Yet, so far, its potential largely remains to be unlocked as causality often requires …
A computational approach to drug repurposing using graph neural networks
Drug repurposing is an approach to identify new medical indications of approved drugs. This
work presents a graph neural network drug repurposing model, which we refer to as …
work presents a graph neural network drug repurposing model, which we refer to as …
Harnessing the potential of machine learning and artificial intelligence for dementia research
Progress in dementia research has been limited, with substantial gaps in our knowledge of
targets for prevention, mechanisms for disease progression, and disease-modifying …
targets for prevention, mechanisms for disease progression, and disease-modifying …
Development of antiepileptic drugs throughout history: from serendipity to artificial intelligence
MG Corrales-Hernández, SK Villarroel-Hagemann… - Biomedicines, 2023 - mdpi.com
This article provides a comprehensive narrative review of the history of antiepileptic drugs
(AEDs) and their development over time. Firstly, it explores the significant role of serendipity …
(AEDs) and their development over time. Firstly, it explores the significant role of serendipity …
Artificial intelligence for dementia prevention
INTRODUCTION A wide range of modifiable risk factors for dementia have been identified.
Considerable debate remains about these risk factors, possible interactions between them …
Considerable debate remains about these risk factors, possible interactions between them …
[HTML][HTML] Understanding the clinical use of levosimendan and perspectives on its future in oncology
E Ribeiro, N Vale - Biomolecules, 2023 - mdpi.com
Drug repurposing, also known as repositioning or reprofiling, has emerged as a promising
strategy to accelerate drug discovery and development. This approach involves identifying …
strategy to accelerate drug discovery and development. This approach involves identifying …
A virtual screening framework based on the binding site selectivity for small molecule drug discovery
Abstract Structure-based virtual screening of binding of candidate drug molecules is a topic
of increasing interest in the discovery of small molecule drugs. As the same drug molecule …
of increasing interest in the discovery of small molecule drugs. As the same drug molecule …
Causal deep learning: encouraging impact on real-world problems through causality
Causality has the potential to truly transform the way we solve a large number of real-world
problems. Yet, so far, its potential largely remains to be unlocked as causality often requires …
problems. Yet, so far, its potential largely remains to be unlocked as causality often requires …