Is it Beneficial to Use Different Thresholds Over Time for Early Prediction Model?
In production settings, deep learning models often rely on fixed thresholds. This study investigates whether using varying thresholds over time enhances predictive accuracy and clinical utility, especially for early sepsis prediction. We retrospectively analyzed EMR data from Hallym University Chun...
| Những tác giả chính: | , , , , , |
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| Định dạng: | Bài viết |
| Ngôn ngữ: | English |
| Được phát hành: |
Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca
2024-11-01
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| Loạt: | Applied Medical Informatics |
| Những chủ đề: | |
| Truy cập trực tuyến: | https://ami.info.umfcluj.ro/index.php/AMI/article/view/1073 |