With causal reasoning AI as the engine, zero-knowledge proof as the cornerstone of trust, and operations research optimization as the core of decision-making, reshaping the ecosystem of medical research and development and patient value co-creation
Leoht AI -Full Life Cycle Medical Data Value Network
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Product positioning
Leoht AI is transforming from a traditional health management service provider to an ecological hub for the next generation of medical R & D and patient value co-creation. Relying on the AI full-course management platform, the causal reasoning model, the operations research algorithm team and the interdisciplinary integration capabilities of medical experts, Leoht AI is promoting The medical industry is a paradigm revolution towards patient-centered, data-driven, and value-sharing
Explore core functions
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Operations Research Optimization Engine
Large model of causal reasoning
Zero-knowledge proof technology
AI-driven drug research and development ecosystem
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Core function module
Leoht AI integrates multiple innovative technologies to create a comprehensive medical data value solution
Large model of causal reasoning
Deeply cultivate Do-Calculus, structural causality models (SCM), and counterfactual reasoning, break through the limitations of traditional AI"correlation analysis" and accurately analyze the causal relationship between drug-patient-disease
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Accurate prediction of drug efficacy
Zero-knowledge proof engine
Based on ZKP technology, data confirmation and privacy protection are realized. After patient data is encrypted, only a "validity certificate" is provided to ensure that the data is available and invisible
Health data encryption protection
Operations Research Optimization System
Optimize clinical trial resource allocation and drug life cycle management through advanced algorithms to improve research and development efficiency and decision-making quality
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Identification and classification of patient subgroups
Counterfactual reasoning analysis
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Automatic verification of smart contracts
Compliance risk control
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Optimization of patient recruitment strategies
Adaptive adjustment of experimental design
Pharmacoeconomic evaluation model
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Product workflow
How Leoht AI connects patients and pharmaceutical companies to create a closed loop of medical data value
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Data contribution
Patients upload health data and receive health token incentives
Privacy protection
Zero-knowledge proof technology encrypts data to ensure privacy
Development and application
Pharmaceutical companies use encrypted data for drug development and optimization
Value sharing
Patients benefit from data contributions and receive better medical services