Data Sciences by ABI Health

Data is power, and our data science platform is all about harnessing this power for the advancement of health sciences.

Powered by data science and design thinking, we leverage cutting-edge technology to develop precisely the innovative solution you need.

Data Science Platform

Image Processing & Machine Learning

Through techniques like Convolutional Neural Networks, UNets, Random Forests, Image Morphology Analysis, Gradient-Boosted Trees, Feature Selection and Matching, and more, these services can be used to create solutions that can be used for detection of tumors, cell analysis, skin type classifications and more.

Our data science services in the area of image processing and machine learning are used in Radiology, Pathology and Dermatology.

Natural Language Processing (NLP)

Techniques like Recurrent Neural Networks, Long Short-Term Memory (LSTM), PoS tagging, Entity Extraction, Natural Language Generation, and Conversational Systems can be used for a variety of solutions in clinical record-keeping and health insurance.

Some of our solutions which use NLP include Structured EMRs, Doctor’s Notes, Radiology Reports, Smart Reports.

Data Analytics

Data Analytics can be used in several areas of the healthcare sector including Clinical Record-Keeping, Pharmacology, Customer Relationship Management (CRM), and Business Intelligence.

Techniques like Data Pipeline/ETL, Predictive Analytics, Machine learning, Collaborative Filtering, and Map Reduce are used in Disease Prediction, Drug Efficacy and Sensitivity testing, Pharmacovigilance, Disease Registry, Hospital Marketing, and Operational Excellence.

Some of our Data Science Solutions

Radiologist's Workbench

A Cloud platform for diagnosing and reporting radiology studies – powered by Deep Learning, Image Analysis, NLP, Transfer Learning, and Incremental Learning.

Key Features:

  • AI algorithms for Brain MRI & CT, Lung CT and Chest X-rays
  • Assisted Reporting for Brain abnormalities on MRI & CT
  • One-click assistance for reporting brain tumors
  • One-click auto findings generation for multi-protocol neuro-tumor studies

Health Risk Assessment

A solution for assessing user’s health risk from chronic diseases based on intelligent analysis of lab reports and personal medical history - built using lab data from partner diagnostic labs and guided by specialist doctors at a health & wellness clinic in Bangalore.

Key Features:

  • Health Risk Assessment models for Diabetes, CVD and CKD
  • Appointment & report storage

Doctor's App

A mobile/tablet app that enables doctors to capture clinical notes in digital formats with just a few clicks.

Key features:

  • Customized user experience, for each doctor, based on individual usage patterns and data analytics
  • Voice interface for select functionalities such as calling for historical reports, managing calendar, etc.
  • EMR/HIS integrations for data exchange and push of investigation orders, pharmacy orders, consultation referrals

Why Choose
Data Sciences?

  • Artificial Intelligence

    ABI Health has access to enormous volumes of anonymized big data through our products and services that cater to different types of stakeholders within the healthcare industry. With expertise in Data Science and Artificial Intelligence, this data is used to chart patterns related to health trends for different age groups - which is then fed into Smart Reports.

  • 360° User Engagement

    With the engaging loop created by Smart Reports, you can stay connected with clients, even after they walk out of the lab. The live chat, email and WhatsApp integration functionalities can be used to continuously and instantly interact with clients.

  • Powerful Interactions

    Smart Reports engage patients in a user-friendly, approachable and informative manner. They also benefit patients by helping them track their health status in comparison to their own history of test results and gain a holistic understanding of their health status through graphical comparisons, interpretation notes and more to improve the overall client experience.

  • Revenue Generation

    The video window is your free ad space - and Smart Reports is your new distribution channel - to creatively package and deliver targeted advertisements in multimedia formats, promote upcoming offers and provide discounts to returning patients or their families. Moreover, by delivering mobile-friendly reports to the digital generation, at their fingertips, you are sure to grow your network and, inevitably, your revenue!

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