#Clinical decision support
Latest news articles tagged with "Clinical decision support". Follow the timeline of events, related topics, and entities.
Articles (2)
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🇺🇸 A feature-stable and explainable machine learning framework for trustworthy decision-making under incomplete clinical data
[USA]
arXiv:2602.17364v1 Announce Type: cross Abstract: Machine learning models are increasingly applied to biomedical data, yet their adoption in high stakes domains remains limited by poor robustness, li...
Related: #Trustworthy machine learning in healthcare, #Explainability and feature stability, #Robustness to missing data, #Evaluation of small, heterogeneous datasets -
🇺🇸 Exploring Accurate and Transparent Domain Adaptation in Predictive Healthcare via Concept-Grounded Orthogonal Inference
[USA]
arXiv:2602.12542v1 Announce Type: cross Abstract: Deep learning models for clinical event prediction on electronic health records (EHR) often suffer performance degradation when deployed under differ...
Related: #Healthcare AI, #Domain adaptation, #Transparency in machine learning