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Xin-Yi Zhang

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Open access Sep 2026

Development and Validation of a Metastatic Breast Cancer-Specific Prognostic Model Using CancerLinQ Discovery.

PURPOSE Oncologists struggle to know which patients are near end of life to enable timely transitions to supportive care. We developed an electronic health record-based prognostic model to identify patients with metastatic breast cancer (MBC) at high risk of near-term death. METHODS For model development, we identifi...

E. Ray, Xin-Yi Zhang, Lisette N. Dunham et al. · 0 citations

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