Predictive tools - List of Manufacturers, Suppliers, Companies and Products

Predictive tools Product List

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Machine learning model building/prediction tool 'Trainer Engine'

Simplify the lifecycle of sharing learning models! Deploy predictions of biological activity and physicochemical properties within the organization and streamline them efficiently!

The "Trainer Engine" can build and deploy high-precision predictive models, uncovering relationships between hidden chemical structures and activity values. It also supports various machine learning algorithms, automatically normalizing chemical data to generate high-performance descriptors. The most important statistical parameters are calculated for both regression and classification cases. It excels in reproducibility and visualization, ensuring reproducibility by centrally managing models in a repository, making it easy to compare parameters. Various display formats for analysis views are available, allowing for customization according to purpose. 【Features】 ■ Comprehensive coverage from data ingestion to the internal deployment of validated models ■ Intelligence utilizing standardized structural formulas and high-quality, customizable descriptors ■ Abundant feedback and visual convenience for model optimization ■ Reproducibility that supports the selection of adopted models in a central repository ■ Integration allowing access to predictive functions from an embedded graphical interface and other design platforms ■ Capability to predict biological activity, ADMET, and physicochemical properties

  • Other Software

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[RPA Case] Shift Personnel Number Forecasting Business

By standardizing the creator's experience and automating tasks, we can reduce the workload of the person in charge!

Here is an example of automating the shift personnel number forecasting process using RPA. Since the work relied on the experience of the creator, the number of workers was limited, and manual processing led to work errors and increased costs. Therefore, we updated multiple Excel files based on Excel data. We accumulated and analyzed past performance to forecast the number of shift personnel. As a result, we were able to systematize the creator's experience, allowing anyone to handle the process without mistakes, achieving a reduction in man-hours of over 80%. [Overview of RPA Implementation] ■ Updated multiple Excel files based on Excel data ■ Accumulated and analyzed past performance to forecast the number of shift personnel *For more details, please refer to the PDF document or feel free to contact us.

  • RPA

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Failure Rate Calculation and Reliability Prediction Tool "Prediction"

Support from failure rate calculation to report creation in a seamless manner.

The Reliability Workbench is a tool based on reliability engineering used for evaluating and analyzing reliability and safety in accordance with functional safety. The Prediction module assists in calculating electronic component failure rates based on various handbooks.

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hERG Inhibition Prediction Tool 'hERG Predictor'

A highly reliable hERG inhibition prediction tool that eliminates cardiotoxicity risks early in drug development!

Optimization of pharmacokinetic and toxicity parameters is an important goal throughout the drug discovery project. The "ADMET Group" applies machine learning techniques to curated datasets to create reliable predictive models. By predicting hERG inhibition using trained models, we can assess the cardiotoxicity risk of candidate compounds. 【Features】 ■ Application of machine learning techniques to curated datasets ■ Creation of reliable predictive models ■ Prediction of hERG inhibition using trained models ■ Ability to assess cardiotoxicity risk of candidate compounds *For more details, please refer to the PDF document or feel free to contact us.

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