Drug Development
Use data science and AI in the research and development of new drugs.
AI in Healthcare
AI in Healthcare
We assist companies in the healthcare industry in effectively leveraging Data and AI to enhance products and services, optimize processes, and identify new business models.
Trusted by Industry LEaders
Your Experts for AI in Healthcare
We support Healthcare Companies along their Data and AI Transformation
Healthcare companies have been working with statistical methods to analyze medical data, studies and experiments for many years. However, the application of data science, machine learning and AI has only increased in recent years.
Today, new AI technologies are opening up incredible potential for healthcare companies. The possible applications range from the research and development of new drugs to the analysis and optimization of process and production flows to technology-based disease diagnoses and digital therapies. The growing spread of wearables also results in many new applications related to patients.
Our AI consultants advise various customers from the healthcare sector and have already implemented many projects in this area. We would be happy to support you in the development and implementation of data science, machine learning and AI solutions in your company. Arrange a consultation to analyze your options and benefit from our experience from over 500 data science and AI projects. We look forward to working with you!
Use Cases of Data Science and AI in Healthcare
Efficient Production
With data science and AI you increase the efficiency and transparency of your production processes.
Diagnosis and Treatment Recommendations
Use AI to create diagnosis and treatment suggestions based on medical images or other data.
Quality Control
Control and optimize the quality of your products using data and AI.
Wearables
The increasing use of wearables produces large amounts of data for a variety of use cases.
Predictive Maintenance
Prevent machine or vehicle failures by detecting defects and maintenance requirements at an early stage.
Patient Forecasts
With forecasting models, you can accurately predict future patient numbers.
Intelligent Search Engines
With the latest NLP algorithms, large amounts of data, even unstructured ones, can be efficiently and precisely searched through.
Our strength
Our ecosystem enables a holistic view of data & AI.
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Tools, Partner & Technology
10+
years of experience in Data Science, ML, and AI
100+
clients from 10 industries and growing
85+
experts from more than 17 fields of study
1,000+
successfully implemented Data and AI projects
Optimized Liquidity thanks to Forecasting Engine
Inaccurate liquidity forecasts hampered the creation of effective financial strategies for our client. Our forecasting engine, which generates predictions for a variety of liquidity time series, significantly increases the accuracy and speed of forecasts, enabling substantial cost savings.
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AI Use Case Workshop
In this project, we collaborated with our client, an international pharmaceutical and healthcare corporation, to plan and implement a series of AI use case workshops.
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Covid Research Support with NLP
In this project, a solution was developed to facilitate the organization-wide research of SARS-CoV-2 by automating the analysis of documents using NLP.
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Quality Analysis in Endoprosthetics
In this project, we evaluated a long-term study on the quality and efficacy of a permanently implanted device for an international medical devices corporation.
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Limit of Detection Analysis Medical Devices
In this project, we tested and compared the detection limits for mycoplasma across various devices for a European company.
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Financial Analyst ML Training
With a tailored training program for aspiring financial analysts, we supported our client in the pharmaceutical sector in designing and implementing a major training initiative for the use of data visualization and predictive analytics.
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Data Product Operationalization
In this project, we developed various deployment scenarios for an existing forecasting model of our client.
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OpsModel Scaling Concept
To enable our client to efficiently scale their growing data science initiative, we developed an operational model perfectly tailored to their needs.
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Faster and more precise automated tumor detection
A computer vision model automatically determines the precise extent of brain tumors in MRI images to refine and accelerate therapeutic decisions.
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AI & Data Literacy Training
To prepare the employees of a world-leading pharmaceutical company for the challenges and opportunities of the data and AI revolution in the workplace, we designed a twelve-hour specialized training on data literacy and AI fundamentals.
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Efficiency improvement in Software Development using Generative AI
To reduce the effort required for data integration, we developed a language model for our client that can better search existing programming code and generate suggestions.
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Efficiency Improvement through automated Extraction of Data from PDF Documents
In this project, AI enabled the automated extraction of relevant data from PDF documents of clinical studies, resulting in a 500-fold increase in speed, more precise results, and a significant reduction in manual effort.
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Personalized Employee Development using Generative AI
An interactive chatbot based on OpenAI GPT-3 supported the introduction of a new agile framework and increased its acceptance and usage within the company.
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AI-Based Detection of Drug Interactions
We developed an approach to use causal machine learning to analyze complex drug-drug interactions in heterogeneous patient populations and identify potential safety signals.
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Implementation of an Image Prompting Challenge in the pharmaceutical sector
We developed a customised, interactive solution for a pharmaceutical company that wanted to train its employees in the use of generative AI and encourage their creativity and critical thinking.
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Improving Data Quality with interactive Challenges
An innovative training by statworx improved the understanding of data quality among the employees of a pharmaceutical company, thereby helping to establish a culture of data excellence.
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Intelligent event analysis and information retrieval with AI
Our client was looking for a solution to extract important events from long, unstructured reports at their worldwide locations. We developed a powerful search system that seamlessly integrates into existing workflows and significantly optimizes information processing.
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Data Strategy for a leading German hospital
Our client, one of the leading German clinics, wanted to optimize its existing data landscape, which was characterized by a fragmented system landscape, low digital maturity, and lack of user orientation. We developed and implemented a comprehensive data strategy and a data roadmap to sustainably improve data-related processes and technological foundations.
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Enhancing Operational Performance through Anomaly Detection and Predictive Maintenance
We developed a model for our customer to minimize machine downtime and increase production efficiency. Early anomaly detection results in predictive maintenance, which saves costs and reduces unplanned downtime.
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Our services
AI Consulting
Our consulting services focus on both technical and methodological skills, data literacy, and data culture, utilizing interactive and inspiring learning methods. We provide training for beginners, specialists, and executives.
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AI Starter Offerings
Are you just beginning your data and AI journey? We offer various workshops, training sessions, and ready-to-use AI solutions that are perfect for taking the first steps with data science and AI.
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AI Solutions
We develop data science and AI solutions tailored to your requirements. We support you from the initial idea to the productive solution and ensure smooth operation thereafter.
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AI Trainings
Whether technical or methodological skills, data literacy, or data culture - our formats rely on interactive and inspiring learning methods. We train beginners, specialists, and executives.
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Contact your Experts for AI in Healthcare
01
Free consultation
Discuss your challenges and goals in the area of Data & AI with us.
02
Tailored offer
Receive a customized and transparent offer.
03
Presentation & contract award
We present our approach to all relevant stakeholders.
04
Onboarding with project team
Our dedicated project team takes care of your needs.
Frequently asked questions and answers
How can AI support drug development in healthcare?
AI and data science facilitate more efficient research and development of new drugs by analyzing large datasets and identifying potential compounds. This accelerates the entire development process.
What advantages does AI offer in diagnosing and treating medical cases?
AI can generate diagnostic and treatment suggestions based on medical images and data. This leads to more accurate diagnoses and tailored therapies, enhancing patient care.
How can AI increase efficiency in healthcare production processes?
AI can make production processes more transparent and efficient, leading to cost savings and improved quality of manufactured products.
What role do wearables play in healthcare in relation to AI?
The growing prevalence of wearables generates large datasets that can be used for various applications. AI can analyze this data to enable personalized health solutions and enhanced patient monitoring.
