AIMC Topic: Pituitary Neoplasms
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Impact of AI Decision Support on Clinical Experts' Radiographic Interpretation of Adamantinomatous Craniopharyngioma.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Jan 1, 2024
This research explores the integration of Artificial Intelligence (AI) into clinical decision-making in pediatric brain tumor care, specifically Adamantinomatous Craniopharyngioma (ACP). We present a user-centered design approach to introducing AI to...
Development and Evaluation of Deep Learning-based Automated Segmentation of Pituitary Adenoma in Clinical Task.
The Journal of clinical endocrinology and metabolism
Aug 18, 2021
CONTEXT: The resection plan of pituitary adenoma (PA) needs preoperative observation of the sellar region. Radiomics prediction requires high-quality segmentations. Manual delineation is time-consuming and subject to rater variability.
Machine learning applications in imaging analysis for patients with pituitary tumors: a review of the current literature and future directions.
Pituitary
Jun 1, 2020
PURPOSE: To provide an overview of fundamental concepts in machine learning (ML), review the literature on ML applications in imaging analysis of pituitary tumors for the last 10 years, and highlight the future directions on potential applications of...
A machine learning approach to predict early outcomes after pituitary adenoma surgery.
Neurosurgical focus
Nov 1, 2018
OBJECTIVEPituitary adenomas occur in a heterogeneous patient population with diverse perioperative risk factors, endocrinopathies, and other tumor-related comorbidities. This heterogeneity makes predicting postoperative outcomes challenging when usin...
Utility of deep neural networks in predicting gross-total resection after transsphenoidal surgery for pituitary adenoma: a pilot study.
Neurosurgical focus
Nov 1, 2018
OBJECTIVEGross-total resection (GTR) is often the primary surgical goal in transsphenoidal surgery for pituitary adenoma. Existing classifications are effective at predicting GTR but are often hampered by limited discriminatory ability in moderate ca...
Endoscopic endonasal transsphenoidal surgery using the iArmS operation support robot: initial experience in 43 patients.
Neurosurgical focus
May 1, 2017
Objective The intelligent arm-support system, iArmS, which follows the surgeon's arm and automatically fixes it at an adequate position, was developed as an operation support robot. iArmS was designed to support the surgeon's forearm to prevent hand ...
An experimental feasibility study on robotic endonasal telesurgery.
Neurosurgery
Apr 1, 2015
BACKGROUND: Novel robots have recently been developed specifically for endonasal surgery. They can deliver several thin, tentacle-like surgical instruments through a single nostril. Among the many potential advantages of such a robotic system is the ...
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