Biotech Digital Transformation
We will guide your business through a seamless digital transformation, empowering you to confidently tackle new challenges and proactively mitigate future risks.
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Stage 1: Data Lake Creation
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Stage 2: Ingestion and Data Quality Check
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Stage 3: Processing, ML and Analysis
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Stage 4: Visualization and Reports
We deal with the following:
- Multiple diverse Data Sources
- Multiple subsidiaries (e.g. Data providers)
- Availability of Data in multiple geographies (US, Europe, Australia, etc.)
- Data Lake compliance with GDPR and HIPAA
- Availability of Data Lake for Data Analysts to work within first 4 weeks from the beginning of the project
- All Data Sources are supported for processing
- All data (including raw data) is ingested into the pipeline for
- Data Quality and Validation
- All processed data is placed into the Data Lake available for immediate analysis
- Ingestion is implemented into the pipeline during the POC
- Valid Data after the ingestion is processed by the Step Functions and AWS Glue (this includes any ML transformations needed)
- All Processed Data is available in Data Lake for immediate analysis
- All Processed Data is uploaded into the Data Warehouse and available for all Data Analysts
- The whole pipeline is fully automated and built with multiple error retry mechanisms to be self-sufficient
- Logging and monitoring including notifications mechanism to be implemented during Stage 3
- Architecture supports scalability to handle any load required
- Stage 3 is complete in 8 to 12 weeks after the POC
- All Processed Data is uploaded into Redshift for Analysis and Visualization
- Redshift access can be granted to any subsidiaries (e.g. stakeholders or third-party subsidiary investors that need the access to data)
- Visualization and Reports are built on top of Redshift tables with PowerBI
- Stage 4 is expected to be complete within the same data frame as Stage 3 (8 to 16 weeks after the POC)
Areas of Expertise
Unlocking the power of AI for healthcare and pharmaceutical organizations.
Predictive Analytics & Healthcare Delivery Optimization
Deliver personalized care and elevate healthcare outcomes with cutting-edge predictive analytics solutions.
Simplify diagnostics through advanced big data analysis and machine learning. Our ML-powered predictive models enable the automatic detection of anomalies in patient clinical data. Analyze these insights to refine treatment plans and mitigate medical risks, such as adverse reactions and medication side effects.
Proactively prevent chronic diseases and enhance patient well-being. By leveraging patient-generated data, you can predict the onset of conditions like diabetes or heart disease. Our predictive analytics tools help identify high-risk patients and forecast their future health outcomes. Create tailored predictions and treatment plans, reducing the likelihood of hospitalizations and improving overall care quality.
OCR & Healthcare Process Optimization
Streamline your operations and eliminate paper-based inefficiencies with our tailored OCR solutions. Transition seamlessly from paper to digital by optimizing healthcare workflows through advanced data capture, retrieval, and extraction. Our OCR technology effortlessly digitizes a wide range of healthcare documents, including patient records, prescriptions, claims, reports, invoices, and more.
Enable automated data entry and seamless health data exchange across organizations. Implement custom OCR software in your hospital to automate time-consuming tasks, saving both time and resources.
Build an AI-powered pharmaceutical EHR system to enhance clinical predictions and analytics. Enable intelligent workload forecasting, resource management, and medication demand planning. Leverage AI-driven insights to improve patient outcomes and transform pharmacy operations with the power of artificial intelligence.
NLP for Personalised Care
Harness the power of NLP to analyze medical documents and predict potential conditions. Extract valuable insights from clinical records to enable intelligent diagnostics and enhance decision-making.
Gain a deeper understanding of your clients with NLP-powered API software. Identify key demographics—such as age, gender, interests, and preferences—to refine your marketing strategies, retain existing customers, and attract new ones.
Evaluate customer experiences by analyzing social media feedback. Categorize comments by people, places, and services to assess patient satisfaction and identify areas for improvement. Use these insights to elevate the quality of your services and deliver exceptional care.
AI and Big Data for Pharma
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Advanced RWE Analytics
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NLP: Scientific Literature and Patents Analysis
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AI Drug Development and Analytics
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Cell Image Capture and Analysis
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Big Data Analytics for Pharma Companies
Uncover insights from advanced real-world evidence across the whole pharma value chain to inform R&D decisions and improve trial design, achieve better patient access, implement smart targeting and data-driven commercial activities, as well as improve pharmacovigilance to be able to respond promptly to adverse events and unmet patient needs.
Implement artificial intelligence in pharmacy in a safe and controlled way with AI. Use custom NLP solutions for data mining and analysis including smart collection, labeling pharma studies, highlighting relevant information to your queries, and enhancing modeling.
Uncover opportunities in drug development with AI. Produce drug-like molecules, optimize for binding affinity to your protein target, choose most chemically promising leads for further validation using generative modeling, reinforcement learning, and evolutionary algorithms.
Improve your QSAR prediction of ADMET сompound properties with Graph Networks, it’s easy to approximate ADMET properties from the 3D compound structure or SMILES-like molecular representations.
Want to make cell analysis easier? Implement automated image capture and analysis for cell imaging. With that, you’ll detect anomalous tissues, segment various types of cells, detect cancerous tissues, and what is the effect of a drug.
With custom Big Data solutions, you can easily manage the wealth of data. Gather, store, transit and extract data in a click. Use emerging pharma tech to run analytics and machine learning models with ease. Get the most of data analytics to ensure the success of your pharma company.
Services We Provide
Artificial intelligence solutions in healthcare on demand.
Consulting
Have a business problem? Use our consulting services, strong tech expertise, and experience in the healthcare IT solutions market.
Healthcare IT Solution Development
Not satisfied with packaged healthcare software available on the market? Let our tech team build web or mobile solutions specifically for your need
Healthcare Analytics and Business Intelligence
Want to get insights into clinical care, administration and costs? Make use of analytics and BI tools to track KPIs and readjust your strategies.
Testing and QA
Document processing systems, AI apps for mental health or physical therapy – we’ll make sure your healthcare IT solution runs smoothly.
Value You Get
We offer our experience in Artificial Intelligence for healthcare organizations.
Diagnosis Made Easy
A helping hand to analyze large volumes of medical data.
Enhanced Patient Care
Patient-centric care and better patient outcomes.
Data Privacy
Your data is safe with you. You process it locally.
Simple to use Solutions
Quick to adapt, easy to use for non-tech audiences.
Business Process Automation
Higher level of operational efficiency and reduced human error in the workplace.
Custom Solutions for Your Needs
Haven’t found the right fit? Need a healthcare IT solution tailored to your specific needs? Contact us
Why Partner with JyoRa?
What makes us your perfect healthcare IT solutions provider? We have an excellent repute in implementing artificial intelligence in healthcare organizations and we’re always ready to address your business challenges.
70 + Experts
Our data scientists and engineers are shaping modern medical technologies. We’re experienced in digital healthcare and MedTech solution development.
Industry-Focused
Industry-Focused We stay on top of the industry trends. We understand the needs of our clients and aid them with AI-based solutions that solve their problems.
Reliable
We prioritize our clients. Our goal is to help them reach new heights by innovating their businesses with AI.
