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Pituitary ACTH Hypersecretion

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Prediction of Recurrence after Transsphenoidal Surgery for Cushing's Disease: The Use of Machine Learning Algorithms.

Neuroendocrinology 30630181
BACKGROUND: There are no reliable predictive models for recurrence after transsphenoidal surgery (TSS) for Cushing's disease (CD).
Adult Algorithms Data Mining Female Humans Machine Learning Male Models, Statistical Pituitary ACTH Hypersecretion Recurrence Retrospective Studies Risk Factors Young Adult
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Editorial. Machine learning and artificial intelligence applied to the diagnosis and management of Cushing disease.

Neurosurgical focus 32480365
Artificial Intelligence Forecasting Humans Machine Learning Neural Networks, Computer Pituitary ACTH Hypersecretion
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Machine learning-based prediction of outcomes of the endoscopic endonasal approach in Cushing disease: is the future coming?

Neurosurgical focus 32480364
OBJECTIVE: Machine learning (ML) is an innovative method to analyze large and complex data sets. The aim of this study was to evaluate the use of ML to identify predictors of early postsurgical and long-term outcomes in patients treated for Cushing d...
Adolescent Adult Aged Female Follow-Up Studies Forecasting Humans Machine Learning Male Middle Aged Nasal Cavity Neuroendoscopy Pituitary ACTH Hypersecretion Predictive Value of Tests Retrospective Studies Treatment Outcome Young Adult
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Machine Learning in Preoperative Prediction of Postoperative Immediate Remission of Histology-Positive Cushing's Disease.

Frontiers in endocrinology 33737912
BACKGROUND: There are no established accurate models that use machine learning (ML) methods to preoperatively predict immediate remission after transsphenoidal surgery (TSS) in patients diagnosed with histology-positive Cushing's disease (CD).
Adult Algorithms Area Under Curve Computer Simulation Diagnosis, Computer-Assisted Female Humans Machine Learning Male Middle Aged Pituitary ACTH Hypersecretion Pituitary Neoplasms Predictive Value of Tests Remission Induction Reproducibility of Results Retrospective Studies ROC Curve
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Development of Machine Learning Models for Predicting Postoperative Delayed Remission in Patients With Cushing's Disease.

The Journal of clinical endocrinology and metabolism 33000120
CONTEXT: Postoperative hypercortisolemia mandates further therapy in patients with Cushing's disease (CD). Delayed remission (DR) is defined as not achieving postoperative immediate remission (IR), but having spontaneous remission during long-term fo...
ACTH-Secreting Pituitary Adenoma Adenoma Adult Algorithms China Computer Simulation Female Follow-Up Studies Humans Machine Learning Male Middle Aged Models, Statistical Neurosurgical Procedures Pituitary ACTH Hypersecretion Postoperative Period Prognosis Remission Induction Reproducibility of Results Retrospective Studies Time Factors Treatment Outcome Young Adult
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Identifying gray matter alterations in Cushing's disease using machine learning: An interpretable approach.

Medical physics 38558279
BACKGROUND: Cushing's Disease (CD) is a rare clinical syndrome characterized by excessive secretion of adrenocorticotrophic hormone, leading to significant functional and structural brain alterations as observed in Magnetic Resonance Imaging (MRI). W...
Adult Female Gray Matter Humans Image Processing, Computer-Assisted Machine Learning Magnetic Resonance Imaging Male Middle Aged Pituitary ACTH Hypersecretion
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Machine Learning May Be an Alternative to BIPSS in the Differential Diagnosis of ACTH-dependent Cushing Syndrome.

The Journal of clinical endocrinology and metabolism 38501466
CONTEXT: Artificial intelligence research in the field of neuroendocrinology has accelerated. It is possible to develop noninvasive, easy-to-use and cost-effective procedures that can replace invasive procedures for the differential diagnosis of adre...
ACTH Syndrome, Ectopic Adrenocorticotropic Hormone Adult Algorithms Cushing Syndrome Diagnosis, Differential Female Humans Machine Learning Male Middle Aged Pituitary ACTH Hypersecretion ROC Curve Young Adult
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