A person wearing a hijab and gloves is examining a sample under a microscope in a laboratory setting. The room is equipped with laboratory instruments and a window with bars lets in natural light. A monitor displays some data in the foreground.
A person wearing a hijab and gloves is examining a sample under a microscope in a laboratory setting. The room is equipped with laboratory instruments and a window with bars lets in natural light. A monitor displays some data in the foreground.

Data-driven insights

Data Optimization Services

Enhancing transfusion safety through data analysis and AI-driven recommendations for blood banks.

Data Acquisition Insights
The image depicts a clean and modern hospital room featuring a hospital bed with advanced monitoring equipment attached. The room is well-lit with ceiling lights and has a large window with blinds, allowing natural light to enter. The floors are made of polished wood, and there are neutral-colored walls. Medical equipment and a computer monitor are suspended above the bed, contributing to the sterile and professional atmosphere of the room.
The image depicts a clean and modern hospital room featuring a hospital bed with advanced monitoring equipment attached. The room is well-lit with ceiling lights and has a large window with blinds, allowing natural light to enter. The floors are made of polished wood, and there are neutral-colored walls. Medical equipment and a computer monitor are suspended above the bed, contributing to the sterile and professional atmosphere of the room.

Collecting and structuring transfusion case records for improved decision-making and outcomes.

A person in protective attire, including a bright green suit, gloves, a face mask, and a hair cap, is working in a laboratory setting. They are holding a syringe and appear to be performing some tests or experiments. Numerous test tubes, some with red caps and filled with liquid, are organized on a table. The room has scientific equipment, including a centrifuge, and blue curtains allow natural light to filter through the window.
A person in protective attire, including a bright green suit, gloves, a face mask, and a hair cap, is working in a laboratory setting. They are holding a syringe and appear to be performing some tests or experiments. Numerous test tubes, some with red caps and filled with liquid, are organized on a table. The room has scientific equipment, including a centrifuge, and blue curtains allow natural light to filter through the window.
A hand holds a smartphone displaying a screen with colorful statistics related to health data. The numbers are large and prominent, with different colors assigned to each category for cases, recoveries, deaths, and suspicions.
A hand holds a smartphone displaying a screen with colorful statistics related to health data. The numbers are large and prominent, with different colors assigned to each category for cases, recoveries, deaths, and suspicions.
AI-Driven Recommendations

Utilizing GPT-4 to provide insights and optimize blood donor eligibility and transfusion processes.

Leveraging machine learning for causal inference and risk event explanations in transfusion practices.

Causal Inference Solutions