April 2025
Prediction Model Integration and Multi-Objective Optimization in Pharmaceutical Development Using Multi-Sigma®
This case study showcases Aizoth's Multi-Sigma®, leveraging its AI chain analysis and multi-objective optimization to balance drug activity (pIC50) and side effects for B...
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Chain Analysis
Optimizing Sleep Conditions through AI Chain Analysis using Multi-Sigma®
AIZOTH’s AI analysis platform Multi-Sigma® combines three AI models to find sleep conditions that minimize fatigue and maximize concentration the next day. 1. Training an...
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Precise Optimization
Tailor-made Medical Care for Patients with Chronic Low Back Pain Using Multi-Sigma®
Multi-Sigma® learns from data on patients with chronic low back pain to propose the most suitable treatment plan for each patient. 1. Prediction of Treatment Outcomes Usi...
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Monte Carlo Simulation
Monte Carlo Simulation using AI
Monte Carlo simulation is a powerful technique for estimating possible outcomes in systems with random input variables. In complex environments where an explicit objectiv...
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Bayesian Analysis
[Efficient Condition Exploration] Bayesian Optimization using Multi-Sigma
Have you ever experienced something like this?“I created a sales forecast, but I have no idea how reliable it is...”“I want to find the optimal manufacturing conditions f...
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