CT radiomics combined with clinical and radiological factors predict hematoma expansion in hypertensive intracerebral hemorrhage - Takeaways - MDSpire

CT radiomics combined with clinical and radiological factors predict hematoma expansion in hypertensive intracerebral hemorrhage

  • By

  • Fei Yu

  • Mingguang Yang

  • Cheng He

  • Yanli Yang

  • Ying Peng

  • Hua Yang

  • Hong Lu

  • Heng Liu

  • July 11, 2024

  • 0 min

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  • 1

    Intracerebral hemorrhage (ICH) accounts for 10–15% of strokes, with hypertensive ICH being the most common type, comprising 50–70% of cases.

  • 2

    Hematoma expansion (HE) occurs in 13–38% of ICH patients and significantly increases the risk of death or dependency.

  • 3

    CT radiomics has shown promise in predicting HE, with a reported AUC of 0.892, outperforming conventional prognostication methods.

  • 4

    This study developed a hybrid model combining CT radiomics, clinical factors, and imaging signs to predict HE in hypertensive ICH patients.

  • 5

    The model was validated using a large dataset and aims to provide an intuitive nomograph for clinical decision-making in ICH management.

Original Source(s)

CT radiomics combined with clinical and radiological factors predict hematoma expansion in hypertensive intracerebral hemorrhage

  • by Fei Yu, Mingguang Yang, Cheng He, Yanli Yang, Ying Peng, Hua Yang, Hong Lu, Heng Liu

  • July 11, 2024

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