Deep Quartet
AI Drug Discovery Platform
The AI drug discovery platform Deep Quartet is a series of processes combining (1) Deep Reinforcement Learning technology, (2) LigandScout, a software that uses pharmacophore models, (3) CzeekS, a machine learning-based technology that enables comprehensive target prediction. and the knowledge of (4) medicinal chemists from pharmaceutical companies, creating a "quartet" of component approaches.
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Some of the techniques can be found in the following papers.
Chemical and Pharmaceutical Bulletin(Chem. Pharm. Bull. 68, 227–233 (2020))
ChemMedChem(ChemMedChem 16, 955-958 (2021))
Drug Discovery One-Stop Service
We provide services from drug design via AI drug discovery to actual synthesis. Intage Healthcare's AI drug discovery platform, Deep Quartet, will propose the chemical structures for new compounds, which will then be evaluated and synthesized by the collaborating synthesis company from the perspective of medicinal chemistry. We provide a complete range of services from AI-based new compound design to actual synthesis.
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Drug Discovery One-Stop Service Flow
Utilization of technology through contract projects and joint research
Please contact us if you would like to use Deep Quartet for your R&D projects. The application of Deep Quartet and the implementation plan will be discussed depending on the details of the situation, such as the number of known ligands and activity information, as well as, availability of structural information of the target.
Technology introduction implementation and support services
We will support you in the introduction of the technology with regards to the implementation of Deep Quartet in your internal environment.
- Deep Quartet technology implementation project (3-6 months)
- Catching up on the latest technologies related to deep learning
- Share technical information and provide the latest scripts for a year.
INTAGE Healthcare’s Scope of Service
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Marketing Research
From OTC products to ethical drugs and medical devices, we provide complete coverage of the healthcare market
- OTC Market Research
- Ethical Pharmaceutical Market Research
- Medical Device Research
- Quick Survey
- Global Research Service
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Data Science Services
We contribute to the restructuring of a sustainable medical insurance system and the realization of optimal healthcare through various services based on data valuation concept.
- Health Economics and Outcomes Research (HEOR)
- DB Research
- Signal Management Service (Adverse Events Information Data Service)
- Drug Discovery Support
- Human Factors Engineering/Usability Engineering (HFE/UE)
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CRO Services
We support customers to solve their issues with abundant achievements, knowledge, and advanced nature in the CRO business.
- Clinical Development Support Services
- PMS Support Services
- Monitoring
- Patient Registration
- EDC-enabled Data Management
- Biostatistics
- Medical Writing
- Auditing/Self-inspection
- Pharmacovigilance (GVP)
- DB Survey
- EDC Services
- ADDIN Series
- ePRO (Patient Reported Outcomes System)