Cargando…

Machine Learning for the Detection and Segmentation of Benign Tumors of the Central Nervous System: A Systematic Review

SIMPLE SUMMARY: Machine learning in radiology of the central nervous system has seen many interesting publications in the past few years. Since the focus has largely been on malignant tumors such as brain metastases and high-grade gliomas, we conducted a systematic review on benign tumors to summari...

Descripción completa

Detalles Bibliográficos
Autores principales:	Windisch, Paul, Koechli, Carole, Rogers, Susanne, Schröder, Christina, Förster, Robert, Zwahlen, Daniel R., Bodis, Stephan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Systematic Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9179850/ https://www.ncbi.nlm.nih.gov/pubmed/35681655 http://dx.doi.org/10.3390/cancers14112676

Ejemplares similares

Applications of Machine Learning in Palliative Care: A Systematic Review
por: Vu, Erwin, et al.
Publicado: (2023)

Re-irradiation for head and neck cancer: outcome and toxicity analysis using a prospective single institution database
por: Scolari, Chiara, et al.
Publicado: (2023)

Convolutional Neural Networks to Detect Vestibular Schwannomas on Single MRI Slices: A Feasibility Study
por: Koechli, Carole, et al.
Publicado: (2022)

Stereotactic Radiotherapy after Radical Prostatectomy in Patients with Prostate Cancer in the Adjuvant or Salvage Setting: A Systematic Review
por: Schröder, Christina, et al.
Publicado: (2022)

Dose-Volume Histogram Parameters and Quality of Life in Patients with Prostate Cancer Treated with Surgery and High-Dose Volumetric-Intensity-Modulated Arc Therapy to the Prostate Bed
por: Hanke, Luca, et al.
Publicado: (2023)

The Apple Watch spO(2) sensor and outliers in healthy users
por: Schröder, Christina, et al.
Publicado: (2023)

Accuracy of the Apple Watch Oxygen Saturation Measurement in Adults: A Systematic Review
por: Windisch, Paul, et al.
Publicado: (2023)

Validation and discussion of clinical practicability of the 2022 graded prognostic assessment for NSCLC adenocarcinoma patients with brain metastases in a routine clinical cohort
por: Schröder, C., et al.
Publicado: (2023)

Impact of Low-Dose Irradiation of the Lung and Heart on Toxicity and Pulmonary Function Parameters after Thoracic Radiotherapy
por: Schröder, Christina, et al.
Publicado: (2020)

The Contribution of Machine Learning in the Validation of Commercial Wearable Sensors for Gait Monitoring in Patients: A Systematic Review
por: Jourdan, Théo, et al.
Publicado: (2021)

Ibrutinib in Refractory or Relapsing Primary Central Nervous System Lymphoma: A Systematic Review
por: Nepal, Gaurav, et al.
Publicado: (2022)

Stereotactic Body Radiotherapy for High-Risk Prostate Cancer: A Systematic Review
por: Foerster, Robert, et al.
Publicado: (2021)

Drug Repositioning for Refractory Benign Tumors of the Central Nervous System
por: Tamura, Ryota
Publicado: (2023)

A Systematic Review of High-Dose Methotrexate for Adults with Primary Central Nervous System Lymphoma
por: Villanueva, Gabriela, et al.
Publicado: (2023)

Treatment Regimens for Immunocompetent Elderly Patients with Primary Central Nervous System Lymphoma: A Scoping Review
por: Schorb, Elisabeth, et al.
Publicado: (2021)

Clinical Characteristics and Treatment Outcome of Central Nervous System Nocardiosis: A Systematic Review of Reported Cases
por: Meena, Durga Shankar, et al.
Publicado: (2022)

An Ecchordosis Physaliphora, a Rare Entity, Involving the Central Nervous System: A Systematic Review of the Literature
por: Gupta, Rajesh K., et al.
Publicado: (2023)

Leveraging Advances in Artificial Intelligence to Improve the Quality and Timing of Palliative Care
por: Windisch, Paul, et al.
Publicado: (2020)

Code-free machine learning for classification of central nervous system histopathology images
por: Jungo, Patric, et al.
Publicado: (2023)

Clinical Features and Prognostic Factors for Primary Anaplastic Large Cell Lymphoma of the Central Nervous System: A Systematic Review
por: Hirano, Yudai, et al.
Publicado: (2021)

Coexistence of Myelin Oligodendrocyte Glycoprotein Immunoglobulin G and Neuronal or Glial Antibodies in the Central Nervous System: A Systematic Review
por: Zhao, Cong, et al.
Publicado: (2022)

Central Nervous System Progression in Primary Vitreoretinal Lymphoma with Bilateral and Unilateral Involvement: A Systematic Review and Meta-Analysis
por: van Rooij, Josephus L. M., et al.
Publicado: (2022)

Skin Lesion Classification and Detection Using Machine Learning Techniques: A Systematic Review
por: Debelee, Taye Girma
Publicado: (2023)

A Systematic Literature Review on Machine Learning and Deep Learning Approaches for Detecting DDoS Attacks in Software-Defined Networking
por: Bahashwan, Abdullah Ahmed, et al.
Publicado: (2023)

Effect of Probiotics on Psychiatric Symptoms and Central Nervous System Functions in Human Health and Disease: A Systematic Review and Meta-Analysis
por: Le Morvan de Sequeira, Charlotte, et al.
Publicado: (2022)

Using Machine Learning for Pharmacovigilance: A Systematic Review
por: Pilipiec, Patrick, et al.
Publicado: (2022)

Machine learning assisted-nanomedicine using magnetic nanoparticles for central nervous system diseases
por: Tomitaka, Asahi, et al.
Publicado: (2023)

Diagnostic Accuracy of Machine Learning AI Architectures in Detection and Classification of Lung Cancer: A Systematic Review
por: Pacurari, Alina Cornelia, et al.
Publicado: (2023)

Classifying the Acquisition Sequence for Brain MRIs Using Neural Networks on Single Slices
por: Braeker, Norbert, et al.
Publicado: (2022)

Machine Learning and Smart Devices for Diabetes Management: Systematic Review
por: Makroum, Mohammed Amine, et al.
Publicado: (2022)

Machine Learning for Medical Image Translation: A Systematic Review
por: McNaughton, Jake, et al.
Publicado: (2023)

Present and future of machine learning in breast surgery: systematic review
por: Soh, Chien Lin, et al.
Publicado: (2022)

Risk of Developing Non-Cancerous Central Nervous System Diseases Due to Ionizing Radiation Exposure during Adulthood: Systematic Review and Meta-Analyses
por: Lopes, Julie, et al.
Publicado: (2022)

Machine Learning and Deep Learning Methods for Skin Lesion Classification and Diagnosis: A Systematic Review
por: Kassem, Mohamed A., et al.
Publicado: (2021)

Neural Decoding of EEG Signals with Machine Learning: A Systematic Review
por: Saeidi, Maham, et al.
Publicado: (2021)

Machine learning and artificial intelligence in cardiac transplantation: A systematic review
por: Naruka, Vinci, et al.
Publicado: (2022)

Machine Learning for Brain MRI Data Harmonisation: A Systematic Review
por: Wen, Grace, et al.
Publicado: (2023)

Radiomics and Machine Learning in Brain Tumors and Their Habitat: A Systematic Review
por: Tabassum, Mehnaz, et al.
Publicado: (2023)

The Sympathetic Nervous System in Dental Implantology
por: Kupka, Johannes Raphael, et al.
Publicado: (2023)

Can Machine Learning Models Detect and Predict Lymph Node Involvement in Prostate Cancer? A Comprehensive Systematic Review
por: Faiella, Eliodoro, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_8l7mcbncev5bn6f9m72j07upke