Works matching IS 10920684 AND DT 2023 AND VI 54 AND IP 6

Results: 17

Radiomic signatures of meningiomas using the Ki-67 proliferation index as a prognostic marker of clinical outcomes.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2337

By:

Khanna, Omaditya;
Kazerooni, Anahita Fathi;
Arif, Sherjeel;
Mahtabfar, Aria;
Momin, Arbaz A.;
Andrews, Carrie E.;
Hafazalla, Karim;
Baldassari, Michael P.;
Velagapudi, Lohit;
Garcia, Jose A.;
Sako, Chiharu;
Farrell, Christopher J.;
Evans, James J.;
Judy, Kevin D.;
Andrews, David W.;
Flanders, Adam E.;
Wenyin Shi;
Davatzikos, Christos

Publication type:

Article

Machine learning for automated and real-time two-dimensional to three-dimensional registration of the spine using a single radiograph.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2345

By:

Abumoussa, Andrew;
Gopalakrishnan, Vivek;
Succop, Benjamin;
Galgano, Michael;
Jaikumar, Sivakumar;
Lee, Yueh Z.;
Bhowmick, Deb A.

Publication type:

Article

Immunohistochemical markers predicting long-term recurrence following clival and spinal chordoma resection: a multicenter study.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS22653

By:

Ghaith, Abdul Karim;
Akinduro, Oluwaseun O.;
Alexander, A. Yohan;
Goyal, Anshit;
Bon-Nieves, Antonio;
de Macedo Filho, Leonardo;
Otamendi-Lopez, Andrea;
Nathani, Karim Rizwan;
Abode-Iyamah, Kingsley;
Jentoft, Mark E.;
Bendok, Bernard R.;
Clarke, Michelle J.;
Link, Michael J.;
Van Gompel, Jamie J.;
Quiñones-Hinojosa, Alfredo;
Bydon, Mohamad

Publication type:

Article

Comparison of machine learning models to predict long-term outcomes after severe traumatic brain injury.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2376

By:

Arefan, Dooman;
Pease, Matthew;
Eagle, Shawn R.;
Okonkwo, David O.;
Shandong Wu

Publication type:

Article

Evaluating a 3D deep learning pipeline for cerebral vessel and intracranial aneurysm segmentation from computed tomography angiography-digital subtraction angiography image pairs.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2374

By:

Patel, Tatsat R.;
Patel, Aakash;
Veeturi, Sricharan S.;
Shah, Munjal;
Waqas, Muhammad;
Monteiro, Andre;
Baig, Ammad A.;
Pinter, Nandor;
Levy, Elad I.;
Siddiqui, Adnan H.;
Tutino, Vincent M.

Publication type:

Article

Using machine learning to predict 30-day readmission and reoperation following resection of supratentorial high-grade gliomas: an ACS NSQIP study involving 9418 patients.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS22652

By:

Ghaith, Abdul Karim;
Ghanem, Marc;
Zamanian, Cameron;
Bon-Nieves, Antonio A.;
Bhandarkar, Archis;
Nathani, Karim;
Bydon, Mohamad;
Quiñones-Hinojosa, Alfredo

Publication type:

Article

MRI-based detection of cervical ossification of the posterior longitudinal ligament using a novel automated machine learning diagnostic tool.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2390

By:

Shemesh, Shachar;
Kimchi, Gil;
Yaniv, Gal;
Harel, Ran

Publication type:

Article

Surgical classification using natural language processing of informed consent forms in spine surgery.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2371

By:

Shost, Michael D.;
Meade, Seth M.;
Steinmetz, Michael P.;
Mroz, Thomas E.;
Habboub, Ghaith

Publication type:

Article

Incorporation of a biparietal narrowing metric to improve the ability of machine learning models to detect sagittal craniosynostosis with 2D photographs.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2349

By:

Anderson, Megan G.;
Jungbauer, Dana;
Leclair, Nathan K.;
Ahn, Edward S.;
Stoltz, Petronella;
Martin, Jonathan E.;
Hersh, David S.;
Bookland, Markus J.

Publication type:

Article

Machine learning predictive models in neurosurgery: an appraisal based on the TRIPOD guidelines. Systematic review.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2386

By:

Warman, Anmol;
Kalluri, Anita L.;
Azad, Tej D.

Publication type:

Article

Developing nonlinear k-nearest neighbors classification algorithms to identify patients at high risk of increased length of hospital stay following spine surgery.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS22651

By:

Shahrestani, Shane;
Chan, Andrew K.;
Bisson, Erica F.;
Bydon, Mohamad;
Glassman, Steven D.;
Foley, Kevin T.;
Shaffrey, Christopher I.;
Potts, Eric A.;
Shaffrey, Mark E.;
Coric, Domagoj;
Knightly, John J.;
Park, Paul;
Wang, Michael Y.;
Kai-Ming Fu;
Slotkin, Jonathan R.;
Asher, Anthony L.;
Virk, Michael S.;
Michalopoulos, Giorgos D.;
Jian Guan;
Haid, Regis W.

Publication type:

Article

Interhemispheric connections in the maintenance of language performance and prognosis prediction: fully connected layer-based deep learning model analysis.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2363

By:

Haosu Zhang;
Tehlan, Kartikay;
Ille, Sebastian;
Schwendner, Maximilian;
Zhenyu Gong;
Schroeder, Axel;
Meyer, Bernhard;
Krieg, Sandro M.

Publication type:

Article

Metabolomic differentiation of tumor core versus edge in glioma.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2379

By:

Baxter, Mary E.;
Miller, Hunter A.;
Chen, Joseph;
Williams, Brian J.;
Frieboes, Hermann B.

Publication type:

Article

Critically reading machine learning literature in neurosurgery: a reader's guide and checklist for appraising prediction models.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2352

By:

Emani, Sivaram;
Swaminathan, Akshay;
Grobman, Ben;
Duval, Julia B.;
Lopez, Ivan;
Arnaout, Omar;
Huang, Kevin T.

Publication type:

Article

Quantification of motion during microvascular anastomosis simulation using machine learning hand detection.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2380

By:

Gonzalez-Romo, Nicolas I.;
Hanalioglu, Sahin;
Mignucci-Jiménez, Giancarlo;
Koskay, Grant;
Abramov, Irakliy;
Yuan Xu;
Wonhyoung Park;
Lawton, Michael T.;
Preul, Mark C.

Publication type:

Article

Machine learning in neurosurgery: transitioning to a new era of contemporary medicine.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS23210

By:

Bydon, Mohamad;
Shin, John H.;
Timmons, Shelly D.;
Potts, Eric A.

Publication type:

Article

Which supervised machine learning algorithm can best predict achievement of minimum clinically important difference in neck pain after surgery in patients with cervical myelopathy? A QOD study.

Published in:

Neurosurgical Focus, 2023, v. 54, n. 6, p. 1, doi. 10.3171/2023.3.FOCUS2372

By:

Park, Christine;
Mummaneni, Praveen V.;
Gottfried, Oren N.;
Shaffrey, Christopher I.;
Tang, Anthony J.;
Bisson, Erica F.;
Asher, Anthony L.;
Coric, Domagoj;
Potts, Eric A.;
Foley, Kevin T.;
Wang, Michael Y.;
Kai-Ming Fu;
Virk, Michael S.;
Knightly, John J.;
Meyer, Scott;
Park, Paul;
Upadhyaya, Cheerag;
Shaffrey, Mark E.;
Buchholz, Avery L.;
Tumialán, Luis M.

Publication type:

Article