Early Warning Assistant for Chest X-Ray Cardio-Thoracic Ratio

Ditmanson Medical Foundation Chia-Yi Christian Hospital

2022 National Healthcare Quality Award

 Patient safety goals 
📍Promote teamwork and effective communication
📍Cultivate patient safety, boost institutional resilience, and handle incidents effectively

This AI model can accurately segment the contours of the heart and lungs with an accuracy between 95% and 97%. The X-ray CTR assistant significantly reduces the waiting time for medical staff and patients to receive results, the interpretation of images is also more consistent and accurate, and reduces the workload of medical staff. Nephrologists in the dialysis room can take appropriate measures as early as possible based on the results, reducing the risk of pulmonary edema and heart failure in patients.

Source: 2023 Application of Smart Medical Technology

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