Revolutionize
Drug Discovery
with AI

Welcome to Screening Hub – your partner in the next generation of drug discovery. Our AI-powered platform accelerates the journey from research to market, making the drug development process faster, more precise, and cost-effective

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Overcoming the Challenges
in Drug Discovery

Developing new drugs is a complex, time-consuming, and costly endeavor.
Traditional methods face several significant challenges:

Extended Timelines

Traditional drug development can take years, delaying critical treatments. Our AI solution speeds up the process, getting innovations to market faster.

High Costs

Developing new drugs is expensive, often costing millions. Our platform reduces these costs by streamlining processes and enhancing efficiency.

Risk and Uncertainty

Early-stage decisions are risky and can lead to costly setbacks. Our AI minimizes these risks with precise data analysis, boosting your chances of success.

Screening Hub addresses these challenges with state-of-the-art AI technology, setting new standards in efficiency and precision.

Our Solution

Our AI-driven platform optimizes the entire drug screening process by providing:

Faster Results

Obtain actionable insights in a fraction of the time required by traditional methods.

Increased Precision

Advanced algorithms analyze a wide range of data to identify the best candidates for drug development.

Cost Efficiency

Reduce expenditures significantly through automated and optimized workflows.

How It Works

Data Input and Preparation

Users upload their raw data from screening processes or experimental results into the platform. 

AI-Powered Analysis

The platform’s AI algorithms analyze the data, identifying key patterns and potential candidates for drug development. 

Visualization and Insights

The platform generates intuitive visualizations, allowing researchers to easily interpret the results and make informed decisions.

Actionable Results

Based on the analysis, the platform provides actionable recommendations, enabling you to prioritize the most promising candidates for further development. 

Representation of cell proportions for different wells of the same treatment

Representation of cell proportions for different wells of the same treatment

Our Innovative Modules

Explore the four specialized modules of ScreeningHub, each tailored to address specific challenges in drug discovery and development across different research applications.

Get Your Personalized Solution

Answer a few quick questions, and we’ll provide you with a tailored solution that meets your specific drug development needs. Our AI-driven platform is designed to optimize your R&D processes and accelerate your time to market.

FAQ

ScreeningHub is designed to integrate seamlessly with your current systems. Currently, Harmony exports from Perkin Elmer can be used as input for the platform. We are also exploring options for enabling data transfers to existing systems for easier report and result exports.

ScreeningHub utilizes an advanced deep learning platform specifically designed for image processing and analysis, offering highly accurate predictions and analyses that surpass traditional methods.

The platform’s capacity to analyze cell images is theoretically unlimited, depending on the number and type of GPUs used. For example, with 16 GB VRAM GPUs, 16 images can be processed per run, while 24 GB VRAM GPUs can handle 32 images per run. The analysis time varies with the GPU type and number.
ScreeningHub’s deep learning methods improve classification accuracy by about 10% compared to traditional machine learning methods. A study titled „Deep learning in image-based phenotypic drug discovery: Trends in Cell Biology“ supports these findings, and further validation studies are in progress.
We are finalizing the cost structure, considering a combination of usage-based billing and flat-rate pricing. Possible models include monthly fees based on AWS costs and platform usage, per-user fees, and additional costs for extra modules like XAI (Explainable AI).
ScreeningHub provides new users with a demo and optional initial onboarding. Technical support is available, and an integrated online tutorial and manual are in development to assist users.
ScreeningHub adheres to the „Secure-by-Design“ principle, ensuring top-notch data protection. The platform complies with GDPR requirements, with robust measures like strong Identity & Access Management, regular backups, and tenant isolation in place to secure sensitive data.