MRI classification and discrimination of spinal schwannoma and meningioma based on deep learning.

Journal: Journal of X-ray science and technology

PMID: 39973782

Abstract

BACKGROUD: Schwannoma (SCH) and meningiomas (MEN) are the two most common primary spinal cord tumors. Differentiating between them preoperatively remains a clinical challenge due to the substantial overlap in their clinical presentation and imaging characteristics.

Authors

Yidan Liu

School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.
Zhenhua Zhou

Department of Orthopaedic Oncology, Changzheng Hospital, Naval Military Medical University, Shanghai, China.
Yuanjun Wang

School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China.

Keywords

Adult Aged Deep Learning Diagnosis, Differential Female Humans Magnetic Resonance Imaging Male Meningeal Neoplasms Meningioma Middle Aged Neurilemmoma Retrospective Studies Spinal Cord Neoplasms

External Resources

View on PubMed Access via DOI PubMed (39973782)

MRI classification and discrimination of spinal schwannoma and meningioma based on deep learning.

Abstract

Authors

Keywords

External Resources

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