{"id":4840,"date":"2025-02-10T15:08:41","date_gmt":"2025-02-10T18:08:41","guid":{"rendered":"https:\/\/wearebigcheese.com\/colsanitas-and-avedian-with-ai\/"},"modified":"2025-05-05T16:50:21","modified_gmt":"2025-05-05T19:50:21","slug":"colsanitas-and-avedian-with-ai","status":"publish","type":"page","link":"https:\/\/wearebigcheese.com\/en\/colsanitas-and-avedian-with-ai\/","title":{"rendered":"Colsanitas and Avedian with AI"},"content":{"rendered":"\n
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Portfolio<\/h1>\n\n\n\n

The solution for Colsanitas and Avedian with AI<\/h2>\n<\/div>\n\n\n\n
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Category<\/strong>:<\/h2>\n\n\n
AI\/ML<\/a>, <\/span>AWS<\/a>, <\/span>Case Study<\/a>, <\/span>Health<\/a><\/div><\/div>\n\n\n\n
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Integrated technologies:<\/strong><\/strong><\/h2>\n\n\n\n

Amazon SageMaker, AWS Redshift, Amazon S3, EMR Cluster, Feature Store, MLflow with Docker, <\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div><\/div>\n\n

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Colsanitas and Avedian with AI<\/h2>\n<\/div>\n\n\n\n
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Transforming Hospital Management with Artificial Intelligence<\/strong>. <\/p>\n\n\n\n

In an environment where resource optimization is key to ensure quality care, Cl\u00ednica Reina Sof\u00eda (Colsanitas) implemented an innovative artificial intelligence model developed by Avedian, with AWS technology. This solution improved the prediction of hospital stay, optimized resource allocation and generated a significant economic impact, demonstrating the power of machine learning in clinical management. <\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n

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About Avedian<\/a><\/h2>\n<\/div>\n\n\n\n
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Avedian is a technology company specialized in advanced solutions for measuring hospital production and population health. Through models based on Diagnosis Related Groups (DRG), it provides tools that help managers of health institutions to make better clinical-economic decisions. With a presence in several Latin American countries, Avedian seeks to lead the implementation of patient classification systems to optimize hospital management, patient safety and health sector financing. <\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n

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About Colsanitas, Cl\u00ednica Reina Sof\u00eda<\/a><\/h2>\n\n\n\n

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Cl\u00ednica Reina Sof\u00eda, part of the Colsanitas Group, is a reference in medical care in Colombia, standing out for its focus on advanced and humanized medicine. With more than 30 years of experience, it has modernized its infrastructure and technology to offer high complexity services in specialties such as oncology, cardiology and major surgery. It is currently working to obtain the Joint Commission international certification, reaffirming its commitment to safety and quality of care. <\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n

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The Challenge<\/h2>\n<\/div>\n\n\n\n
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Cl\u00ednica Reina Sof\u00eda faced the challenge of optimizing hospital stay management to improve patient care and operational efficiency. The lack of accurate predictive tools made it difficult to plan resources and personnel, resulting in long waiting times, cost overruns and reduced bed availability. <\/p>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n

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The Solution<\/h2>\n<\/div>\n\n\n\n
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To address this challenge, Avedian<\/a> implemented a machine learning model on the AWS SageMaker<\/strong> platform designed to predict patient hospital stay. Two models based on Random Forest Regression<\/strong> were developed: <\/p>\n\n\n\n