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Development and Validation of a Prediction Model Using Sella Magnetic Resonance Imaging–Based Radiomics and Clinical Parameters for the Diagnosis of Growth Hormone Deficiency and Idiopathic Short Stature: Cross-Sectional, Multicenter Study

Development and Validation of a Prediction Model Using Sella Magnetic Resonance Imaging–Based Radiomics and Clinical Parameters for the Diagnosis of Growth Hormone Deficiency and Idiopathic Short Stature: Cross-Sectional, Multicenter Study

Several studies investigated the difference in pituitary volume in sella MRI according to etiologies of short stature, and Kessler et al [9] reported that pituitary volume is different between children with GHD and ISS and that it increases with older age [10-12]. However, the SD score (SDS) of height, diameter, and volume of the pituitary gland was not different between GHD and ISS among Korean children in our previous study [12]. Moreover, hormonal secretion cannot be assessed in sella MRI.

Kyungchul Song, Taehoon Ko, Hyun Wook Chae, Jun Suk Oh, Ho-Seong Kim, Hyun Joo Shin, Jeong-Ho Kim, Ji-Hoon Na, Chae Jung Park, Beomseok Sohn

J Med Internet Res 2024;26:e54641

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Collaborative Human–Computer Vision Operative Video Analysis Algorithm for Analyzing Surgical Fluency and Surgical Interruptions in Endonasal Endoscopic Pituitary Surgery: Cohort Study

Collaborative Human–Computer Vision Operative Video Analysis Algorithm for Analyzing Surgical Fluency and Surgical Interruptions in Endonasal Endoscopic Pituitary Surgery: Cohort Study

The endonasal endoscopic approach (EEA) is an effective technique for pituitary adenoma (PA) resection [1-3]. The introduction of an operative endoscope into the nasal cavity greatly improves the intraoperative visualization of critical neurovascular structures and facilitates the resection of tumors with suprasellar and cavernous sinus components [1,4].

Chia-En Wong, Pei-Wen Chen, Heng-Jui Hsu, Shao-Yang Cheng, Chen-Che Fan, Yen-Chang Chen, Yi-Pei Chiu, Jung-Shun Lee, Sheng-Fu Liang

J Med Internet Res 2024;26:e56127

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