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Central Nervous System Cysts

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MR-Based Radiomics for Differential Diagnosis between Cystic Pituitary Adenoma and Rathke Cleft Cyst.

Computational and mathematical methods in medicine 34422095
BACKGROUND: It is often tricky to differentiate cystic pituitary adenoma from Rathke cleft cyst with visual inspection because of similar MRI presentations between them. We aimed to design an MR-based radiomics model for improving differential diagno...
Adenoma Adult Central Nervous System Cysts Computational Biology Diagnosis, Computer-Assisted Diagnosis, Differential Female Humans Image Interpretation, Computer-Assisted Machine Learning Magnetic Resonance Imaging Male Middle Aged Neural Networks, Computer Pituitary Neoplasms Retrospective Studies Semantics
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Radiomic study of common sellar region lesions differentiation in magnetic resonance imaging based on multi-classification machine learning model.

BMC medical imaging 40319246
OBJECTIVE: Pituitary adenomas (PAs), craniopharyngiomas (CRs), Rathke's cleft cysts (RCCs), and tuberculum sellar meningiomas (TSMs) are common sellar region lesions with similar imaging characteristics, making differential diagnosis challenging. Thi...
Adenoma Adolescent Adult Aged Central Nervous System Cysts Craniopharyngioma Diagnosis, Differential Female Humans Machine Learning Magnetic Resonance Imaging Male Meningeal Neoplasms Meningioma Middle Aged Pituitary Neoplasms Radiomics Retrospective Studies Sella Turcica Support Vector Machine Young Adult
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