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The role of artificial intelligence in drug screening, drug design, and clinical trials
Y Wu, L Ma, X Li, J Yang, X Rao, Y Hu, J **… - Frontiers in …, 2024 - frontiersin.org
The role of computational tools in drug discovery and development is becoming increasingly
important due to the rapid development of computing power and advancements in …
important due to the rapid development of computing power and advancements in …
A Multi‐Dimensional Approach to Map Disease Relationships Challenges Classical Disease Views
The categorization of human diseases is mainly based on the affected organ system and
phenotypic characteristics. This is limiting the view to the pathological manifestations, while …
phenotypic characteristics. This is limiting the view to the pathological manifestations, while …
[HTML][HTML] NaCTR: Natural product-derived compound-based drug discovery pipeline from traditional oriental medicine by search space reduction
The drug discovery pipelines require enormous time and cost, albeit their infamously high
risk of failures. Reducing such risk has therefore been the utmost goal in the process …
risk of failures. Reducing such risk has therefore been the utmost goal in the process …
Assessing the Alignment of Biomedical Research and Clinical Translation
More than half of all drug clinical trials fail due to lack of efficacy, highlighting gaps in our
understanding of disease-target relationships. While it is widely believed that scientific …
understanding of disease-target relationships. While it is widely believed that scientific …
Representation Learning of Human Disease Mechanisms for a Foundation Model in Rare and Common Diseases
The limited amount of data available renders it challenging to characterize which biological
processes are relevant to a rare disease. Hence, there is a need to leverage the knowledge …
processes are relevant to a rare disease. Hence, there is a need to leverage the knowledge …