AIMC Topic: Sella Turcica

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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 May 3, 2025
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...
Female Aged Young Adult Machine Learning Retrospective Studies Middle Aged Adolescent Support Vector Machine Adult Radiomics Male Humans Meningeal Neoplasms Sella Turcica Craniopharyngioma Central Nervous System Cysts Adenoma Diagnosis, Differential Meningioma Magnetic Resonance Imaging Pituitary Neoplasms
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Self-Supervised Multi-Scale Multi-Modal Graph Pool Transformer for Sellar Region Tumor Diagnosis.

IEEE journal of biomedical and health informatics Apr 4, 2025
The sellar region tumor is a brain tumor that only exists in the brain sellar, which affects the central nervous system. The early diagnosis of the sellar region tumor subtypes helps clinicians better understand the best treatment and recovery of pat...
Magnetic Resonance Imaging Pituitary Neoplasms Supervised Machine Learning Image Interpretation, Computer-Assisted Sella Turcica Humans Algorithms Brain Neoplasms
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Deep learning-based automatic sella turcica segmentation and morphology measurement in X-ray images.

BMC medical imaging Mar 25, 2023
BACKGROUND: Although the morphological changes of sella turcica have been drawing increasing attention, the acquirement of linear parameters of sella turcica relies on manual measurement. Manual measurement is laborious, time-consuming, and may intro...
Deep Learning Radiography X-Rays Sella Turcica Humans Reproducibility of Results
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Automated methods for sella turcica segmentation on cephalometric radiographic data using deep learning (CNN) techniques.

Oral radiology Jun 23, 2022
OBJECTIVE: The objective of this work is to present a novel technique using convolutional neural network (CNN) architectures for automatic segmentation of sella turcica (ST) on cephalometric radiographic image dataset. The proposed work suggests poss...
Neural Networks, Computer Sella Turcica Deep Learning Image Processing, Computer-Assisted
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Anatomical features of skull base and oral cavity: a pilot study to determine the accessibility of the sella by transoral robotic-assisted surgery.

Neurosurgical review May 1, 2015
The role of transoral robotic surgery (TORS) in the skull base emerges and represents the natural progression toward miniinvasive resections in confined spaces. The accessibility of the sella via TORS has been recently described on fresh human cadave...
Robotics Anatomic Landmarks Neurosurgical Procedures Adenoma Predictive Value of Tests Male Mouth Sella Turcica Middle Aged Sphenoid Bone Tomography, X-Ray Computed Sphenoid Sinus Pilot Projects Skull Base Humans Female Treatment Outcome Aged Prospective Studies Pituitary Neoplasms
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Image-based detection of the internal carotid arteries and sella turcica in endoscopic endonasal transsphenoidal surgery.

Neurosurgical focus Jul 1, 2025
OBJECTIVE: Endoscopic endonasal transsphenoidal surgery (EETS) is a minimally invasive procedure that accesses the sellar and parasellar regions. Various anatomical structures must be identified during the operation, particularly the sella turcica an...
Adult Male Middle Aged Female Carotid Artery, Internal Aged Humans Neuroendoscopy Retrospective Studies Deep Learning Sella Turcica Cohort Studies Pituitary Neoplasms
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Development and validation of a predictive machine learning model for postoperative long-term diabetes insipidus following transsphenoidal surgery for sellar lesions.

Clinical neurology and neurosurgery Jun 1, 2025
OBJECTIVE: Diabetes Insipidus (DI) is a common complication that occurs following transsphenoidal surgery for sellar lesions. DI is usually transient but can be permanent in select patients. Prior studies have described preoperative risk factors for ...
Diabetes Insipidus Deamino Arginine Vasopressin Humans Machine Learning Middle Aged Postoperative Complications Pituitary Neoplasms Neurosurgical Procedures Sphenoid Bone Sella Turcica Aged Adult Retrospective Studies Male Female
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