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Open Access Academic Papers from Research Square

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Article under-review

An interpretable prediction model based on CT radiomics, deep learning, and clinical factors for viral pneumonia in patients with hematologic malignancies: Development and validation study

Haiming Lyu, Yingying Shi, Wenhui Nian, Kaixiang Zhang, Weijin Su

Background: Viral pneumonia (VP) is a common complication in patients with hematologic malignancies (HM). This study aimed to construct and validate an interpretable prognostic prediction model for VP...

Scientific Reports 2026-04-21 rs-9157202
VP Deep learning Radiomics SHAP Predictive medicine Retrospective study
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