Machine learning and neurosurgical outcome prediction: a systematic review
JT Senders, PC Staples, AV Karhade, MM Zaki… - World neurosurgery, 2018 - Elsevier
Objective Accurate measurement of surgical outcomes is highly desirable to optimize
surgical decision-making. An important element of surgical decision making is identification …
surgical decision-making. An important element of surgical decision making is identification …
Guidelines for multiple brain metastases radiosurgery
A Niranjan, E Monaco, J Flickinger, LD Lunsford - Leksell Radiosurgery, 2019 - karger.com
Stereotactic radiosurgery (SRS) is an effective treatment for patients with multiple brain
metastases. Three decades of increasingly powerful scientific studies have shown that SRS …
metastases. Three decades of increasingly powerful scientific studies have shown that SRS …
[PDF][PDF] A systematic review on machine learning in neurosurgery: the future of decision-making in patient care
E Celtikci - Turk Neurosurg, 2018 - neurosurgery.dergisi.org
Current practice of neurosurgery depends on clinical practice guidelines and evidence-
based research publications that derive results using statistical methods. However, statistical …
based research publications that derive results using statistical methods. However, statistical …
Artificial intelligence in neurosurgery: a state-of-the-art review from past to future
In recent years, there has been a significant surge in discussions surrounding artificial
intelligence (AI), along with a corresponding increase in its practical applications in various …
intelligence (AI), along with a corresponding increase in its practical applications in various …
Neurosurgical management of brain metastases
SD Ferguson, KM Wagner, SS Prabhu… - Clinical & Experimental …, 2017 - Springer
Brain metastases present a significant public health issue, affecting more than 100,000
patients per year in the US and result in significant morbidity. Brain metastases can occur in …
patients per year in the US and result in significant morbidity. Brain metastases can occur in …
Does stereotactic radiosurgery have a role in the management of patients presenting with 4 or more brain metastases?
Stereotactic radiosurgery (SRS) and whole brain radiation therapy (WBRT) are effective
treatments for management of brain metastases. Prospective trials comparing the 2 …
treatments for management of brain metastases. Prospective trials comparing the 2 …
Survival and outcomes in patients with≥ 25 cumulative brain metastases treated with stereotactic radiosurgery
CG Benjamin, J Gurewitz, A Kavi, K Bernstein… - Journal of …, 2021 - thejns.org
OBJECTIVE In the era in which more patients with greater numbers of brain metastases
(BMs) are being treated with stereotactic radiosurgery (SRS) alone, it is critical to understand …
(BMs) are being treated with stereotactic radiosurgery (SRS) alone, it is critical to understand …
Machine learning in neuro-oncology: can data analysis from 5346 patients change decision-making paradigms?
CA Sarkiss, IM Germano - World neurosurgery, 2019 - Elsevier
Background Machine learning (ML) is an application of artificial intelligence (AI) that gives
computer systems the ability to learn data, without being explicitly programmed. Currently …
computer systems the ability to learn data, without being explicitly programmed. Currently …
The role of artificial intelligence in paediatric neuroradiology
C Pringle, JP Kilday, I Kamaly-Asl, SM Stivaros - Pediatric radiology, 2022 - Springer
Imaging plays a fundamental role in the managing childhood neurologic, neurosurgical and
neuro-oncological disease. Employing multi-parametric MRI techniques, such as …
neuro-oncological disease. Employing multi-parametric MRI techniques, such as …
Improved prediction of surgical resectability in patients with glioblastoma using an artificial neural network
In managing a patient with glioblastoma (GBM), a surgeon must carefully consider whether
sufficient tumour can be removed so that the patient can enjoy the benefits of …
sufficient tumour can be removed so that the patient can enjoy the benefits of …