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Briefings in Bioinformatics • Vol 25 • No 3
MSI-DTI: predicting drug-target interaction based on multi-source information and multi-head self-attention
2024
Abstract Identifying drug-target interactions (DTIs) holds significant importance in drug discovery and development, playing a crucial role in various areas such as virtual screening, drug repurposing and identification of potential drug side effects. However…
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Computer Security

Protection of computer systems from information disclosure, theft or damage

Computer security (also cybersecurity , digital security , or information technology (IT) security) is a subdiscipline within the field of information security. It focuses on protecting computer software, systems, and networks from threats that can lead to unauthorized information disclosure, theft or damage to hardware, software, or data, as well as from the disruption or misdirection of the services they provide.

The growing significance of computer insecurity reflects the increasing dependence on computer systems, the Internet, and evolving wireless network standards.

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Briefings in Bioinformatics • Vol 25 • No 3
MSI-DTI: predicting drug-target interaction based on multi-source information and multi-head self-attention
2024
Abstract Identifying drug-target interactions (DTIs) holds significant importance in drug discovery and development, playing a crucial role in various areas such as virtual screening, drug repurposing and identification of potential drug side effects. However, existing methods commonly exploit only a single type of feature from drugs and targets, suffering from miscellaneous challenges such as high sparsity and cold-start problems. We propose a novel framework called MSI-DTI (Multi-Source Information-based Drug-Ta…
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