Cargando…

Machine Learning Models to Forecast Outcomes of Pituitary Surgery: A Systematic Review in Quality of Reporting and Current Evidence

Background: The complex nature and heterogeneity involving pituitary surgery results have increased interest in machine learning (ML) applications for prediction of outcomes over the last decade. This study aims to systematically review the characteristics of ML models involving pituitary surgery ou...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rech, Matheus M., de Macedo Filho, Leonardo, White, Alexandra J., Perez-Vega, Carlos, Samson, Susan L., Chaichana, Kaisorn L., Olomu, Osarenoma U., Quinones-Hinojosa, Alfredo, Almeida, Joao Paulo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Systematic Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10046799/ https://www.ncbi.nlm.nih.gov/pubmed/36979305 http://dx.doi.org/10.3390/brainsci13030495

Ejemplares similares

Endoscopic Endonasal Resection of the Medial Wall of the Cavernous Sinus and Its Impact on Outcomes of Pituitary Surgery: A Systematic Review and Meta-Analysis
por: de Macêdo Filho, Leonardo J. M., et al.
Publicado: (2022)

The Evolving Landscape of Leptomeningeal Cancer from Solid Tumors: A Systematic Review of Clinical Trials
por: Marenco-Hillembrand, Lina, et al.
Publicado: (2023)

Supervised machine learning to validate a novel scoring system for the prediction of disease remission of functional pituitary adenomas following transsphenoidal surgery
por: McKevitt, Chase, et al.
Publicado: (2023)

Current Role of Endoscopic Endonasal Approach for Craniopharyngiomas: A 10-Year Systematic Review and Meta-Analysis Comparison with the Open Transcranial Approach
por: Figueredo, Luisa F., et al.
Publicado: (2023)

High-throughput analysis of tissue microarrays using automated desorption electrospray ionization mass spectrometry
por: Morato, Nicolás M., et al.
Publicado: (2022)

BSBM-22 CHARACTERIZATION OF CIRCULATORY SHEAR STRESS-INDUCED MOLECULAR CHANGES IN LUNG ADENOCARCINOMA CELLS AND IMPLICATIONS IN BRAIN METASTASIS
por: Marenco-Hillembrand, Lina, et al.
Publicado: (2023)

BSCI-16. HEMODYNAMIC SHEAR STRESS SELECTS A SUBPOPULATION OF LUNG ADENOCARCINOMA CELLS WITH HIGHER METASTATIC CAPACITY
por: Alvarado-Estrada, Keila N, et al.
Publicado: (2019)

Neurosurgical Interactive Teaching Series: Multidisciplinary Educational Approach
por: Ramos-Fresnedo, Andres, et al.
Publicado: (2020)

MLTI-07. PREOPERATIVE VERSUS POSTOPERATIVE STEREOTACTIC RADIOSURGERY FOR LARGE BRAIN METASTASES: AN INTERNATIONAL META-ANALYSIS
por: Garcia, Henry Ruiz, et al.
Publicado: (2019)

Human Cerebrospinal Fluid Modulates Pathways Promoting Glioblastoma Malignancy
por: Carrano, Anna, et al.
Publicado: (2021)

Cancer Mortality Rates Increasing vs Cardiovascular Disease Mortality Decreasing in the World: Future Implications
por: ReFaey, Karim, et al.
Publicado: (2021)

Label-free imaging of human brain tissue at subcellular resolution for potential rapid intra-operative assessment of glioma surgery
por: Chen, Defu, et al.
Publicado: (2021)

Circulatory shear stress induces molecular changes and side population enrichment in primary tumor-derived lung cancer cells with higher metastatic potential
por: Alvarado-Estrada, Keila, et al.
Publicado: (2021)

Synchronous GH- and prolactin-secreting pituitary adenomas
por: Rahman, Maryam, et al.
Publicado: (2014)

Can Diffusion-Weighted Imaging Serve as an Imaging Biomarker for Acute Bacterial Rhinosinusitis?
por: Bhatt, Alok A, et al.
Publicado: (2020)

Effect of Partial Uncinectomy After Balloon Sinuplasty on Maxillary Sinus Irrigant Penetration: A Cadaveric Study
por: Martinez-Paredes, Jhon F., et al.
Publicado: (2021)

Contemporary Surgical Management of Deep-Seated Metastatic Brain Tumors Using Minimally Invasive Approaches
por: Marenco-Hillembrand, Lina, et al.
Publicado: (2018)

Letter to the Editor: Survey of Academic U.S. Programs Regarding the Impact of the COVID-19 Pandemic on Clinical Practice, Education, and Research in Neurosurgery
por: Goyal, Anshit, et al.
Publicado: (2020)

Outcomes and Surgical Considerations for Neurosurgical Patients Hospitalized with COVID-19–A Multicenter Case Series
por: Marenco-Hillembrand, Lina, et al.
Publicado: (2021)

A systematic review on spatial crime forecasting
por: Kounadi, Ourania, et al.
Publicado: (2020)

Deferred Radiotherapy After Debulking of Non-functioning Pituitary Macroadenomas: Clinical Outcomes
por: Nicholas, Sarah E., et al.
Publicado: (2019)

Approaches in Health Human Resource Forecasting: A Roadmap for Improvement
por: Rafiei, Sima, et al.
Publicado: (2016)

A Review of Technological Forecasting from the Perspective of Complex Systems
por: Feng, Lijie, et al.
Publicado: (2022)

Safety and Feasibility of a Fast-Track Pathway for Neurosurgical Craniotomy Patients: Bypassing the Intensive Care Unit
por: Perez-Vega, Carlos, et al.
Publicado: (2023)

Endoscopic endonasal odontoidectomy for the treatment of basilar invagination
por: Ruiz-Garcia, Henry, et al.
Publicado: (2020)

Bone Morphogenic Protein and Mesenchymal Stem Cells to Regenerate Bone in Calvarial Defects: A Systematic Review
por: Torres-Guzman, Ricardo A., et al.
Publicado: (2023)

SURG-04. SIMULTANEOUS CRANIOTOMIES FOR MULTIPLE BRAIN METASTASES
por: Gassie, Kelly, et al.
Publicado: (2019)

Assessment of Anthropometric and Physical Health Indicators before and after Pituitary Surgery in Patients with Nonfunctioning Pituitary Adenomas, Acromegaly, and Cushing Disease
por: Leães, Cyro G. S., et al.
Publicado: (2019)

Impact of COVID-19 on Neurosurgery in Brazil's Health System: The Reality of a Developing Country Affected by the Pandemic
por: de Macêdo Filho, Leonardo J.M., et al.
Publicado: (2021)

Endoscopic outcomes in patients with AERD treated with topical antibiotics and intranasal corticosteroids
por: Martinez-Paredes, Jhon F., et al.
Publicado: (2022)

Sinonasal Outcomes Using Oral Corticosteroids in Patients with Chronic Rhinosinusitis with Nasal Polyps and Positive Sinonasal Cultures
por: Martinez-Paredes, Jhon F., et al.
Publicado: (2022)

Gamma Knife Radiosurgery for Pituitary Tumors: A Systematic Review and Meta-Analysis
por: Albano, Luigi, et al.
Publicado: (2021)

Prognostic Models in Growth-Hormone- and Prolactin-Secreting Pituitary Neuroendocrine Tumors: A Systematic Review
por: Dumitriu-Stan, Roxana-Ioana, et al.
Publicado: (2023)

Elucidating the Role of Baseline Leukoaraiosis on Forecasting Clinical Outcome of Acute Ischemic Stroke Patients Undergoing Reperfusion Therapy
por: Karatzetzou, Stella, et al.
Publicado: (2022)

Headache associated with pituitary tumors
por: Gondim, Jackson A., et al.
Publicado: (2008)

Do hydrogen peroxide mouthwashes have a virucidal effect? A systematic review
por: Ortega, K.L., et al.
Publicado: (2020)

The management of elderly patients with brain metastases from breast cancer
por: Ruiz-Garcia, Henry, et al.
Publicado: (2020)

COVID-19 Time Series Forecasting – Twenty Days Ahead
por: de Carvalho, Kathleen C.M., et al.
Publicado: (2022)

Quality of Life of Patients with Type 1 Diabetes Mellitus Using Insulin Analog Glargine Compared with NPH Insulin: A Systematic Review and Policy Implications
por: Almeida, Paulo H. R. F., et al.
Publicado: (2018)

Endoscopic endonasal pituitary hemitransposition for resection of suprasellar and retrosellar dermoid cyst
por: Almeida, Joao Paulo, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_ld0v7ajfa7v9v0nu6jisn6qdgo