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 …

A Multi‐Dimensional Approach to Map Disease Relationships Challenges Classical Disease Views

L Möbus, A Serra, M Fratello, A Pavel… - Advanced …, 2024 - Wiley Online Library
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 …

[HTML][HTML] NaCTR: Natural product-derived compound-based drug discovery pipeline from traditional oriental medicine by search space reduction

S Jung, K Kim, S Wang, M Han, D Lee - Computational and Structural …, 2024 - Elsevier
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 …

Assessing the Alignment of Biomedical Research and Clinical Translation

M Sun, T Stoeger, LA Nunes Amaral - medRxiv, 2024 - medrxiv.org
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 …

Representation Learning of Human Disease Mechanisms for a Foundation Model in Rare and Common Diseases

B Ravandi, WR Mowrey, A Chatterjee, P Haddadi… - bioRxiv, 2024 - biorxiv.org
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 …