Works matching IS 10920684 AND DT 2022 AND VI 52 AND IP 4

Results: 13

Predicting surgical decision-making in vestibular schwannoma using tree-based machine learning.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21708

By:

Gadot, Ron;
Anand, Adrish;
Lovin, Benjamin D.;
Sweeney, Alex D.;
Patel, Akash J.

Publication type:

Article

Machine learning to predict passenger mortality and hospital length of stay following motor vehicle collision.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21739

By:

Kolcun, John Paul G.;
Covello, Brian;
Gernsback, Joanna E.;
Cajigas, Iahn;
Jagid, Jonathan R.

Publication type:

Article

Big data and its impact on the future of neurosurgery.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS2232

By:

Wang, Michael Y.;
Jang W. Yoon;
Zadeh, Gelareh;
Park, Paul;
Bisson, Erica F.;
Sciubba, Daniel M.

Publication type:

Article

The use of big data for improving understanding of the natural history of neurosurgical disease.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21712

By:

Holste, Katherine G.;
Chopra, Zoey;
Saleh, Sara;
Saadeh, Yamaan S.;
Park, Paul;
Maher, Cormac O.

Publication type:

Article

Differentiation of lumbar disc herniation and lumbar spinal stenosis using natural language processing--based machine learning based on positive symptoms.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21561

By:

GuanRui Ren;
Kun Yu;
ZhiYang Xie;
Lei Liu;
PeiYang Wang;
Wei Zhang;
YunTao Wang;
XiaoTao Wu

Publication type:

Article

Development and validation of a novel survival prediction model for newly diagnosed lower-grade gliomas.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21596

By:

Qiang Zhu;
Yuchao Liang;
Ziwen Fan;
Yukun Liu;
Chunyao Zhou;
Hong Zhang;
Lei He;
Tianshi Li;
Jianing Yang;
Yanpeng Zhou;
Jiaxiang Wang;
Lei Wang

Publication type:

Article

Data-driven phenotyping of preoperative functional decline patterns in patients undergoing lumbar decompression and lumbar fusion using smartphone accelerometry.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21732

By:

Ahmad, Hasan S.;
Singh, Shikha;
Jiao, Kenneth;
Basil, Gregory W.;
Yang, Andrew I.;
Wang, Michael Y.;
Welch, William C.;
Jang W. Yoon

Publication type:

Article

Decision tree--based machine learning analysis of intraoperative vasopressor use to optimize neurological improvement in acute spinal cord injury.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21743

By:

Agarwal, Nitin;
Aabedi, Alexander A.;
Torres-Espin, Abel;
Chou, Austin;
Wozny, Thomas A.;
Mummaneni, Praveen V.;
Burke, John F.;
Ferguson, Adam R.;
Kyritsis, Nikos;
Dhall, Sanjay S.;
Weinstein, Philip R.;
Duong-Fernandez, Xuan;
Pan, Jonathan;
Singh, Vineeta;
Hemmerle, Debra D.;
Talbott, Jason F.;
Whetstone, William D.;
Bresnahan, Jacqueline C.;
Manley, Geoffrey T.;
Beattie, Michael S.

Publication type:

Article

Code-free machine learning for object detection in surgical video: a benchmarking, feasibility, and cost study.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21652

By:

Unadkat, Vyom;
Pangal, Dhiraj J.;
Kugener, Guillaume;
Roshannai, Arman;
Chan, Justin;
Yichao Zhu;
Markarian, Nicholas;
Zada, Gabriel;
Donoho, Daniel A.

Publication type:

Article

Boosting phase-contrast MRI performance in idiopathic normal pressure hydrocephalus diagnostics by means of machine learning approach.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21733

By:

Vlasák, Aleš;
Gerla, Václav;
Skalický, Petr;
Mládek, Arnošt;
Sedlák, Vojtěch;
Vrána, Jiří;
Whitley, Helen;
Lhotská, Lenka;
Beneš Sr., Vladimír;
Beneš Jr., Vladimír;
Bradáč, Ondřej

Publication type:

Article

Automated prediction of the Thoracolumbar Injury Classification and Severity Score from CT using a novel deep learning algorithm.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21745

By:

Doerr, Sophia A.;
Weber-Levine, Carly;
Hersh, Andrew M.;
Awosika, Tolulope;
Judy, Brendan;
Yike Jin;
Raj, Divyaansh;
Liu, Ann;
Lubelski, Daniel;
Jones, Craig K.;
Sair, Haris I.;
Theodore, Nicholas

Publication type:

Article

An integrated risk model stratifying seizure risk following brain tumor resection among seizure-naive patients without antiepileptic prophylaxis.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21751

By:

Jin, Michael C.;
Parker, Jonathon J.;
Prolo, Laura M.;
Wu, Adela;
Halpern, Casey H.;
Li, Gordon;
Ratliff, John K.;
Han, Summer S.;
Skirboll, Stephen L.;
Grant, Gerald A.

Publication type:

Article

A novel surgical planning system using an AI model to optimize planning of pedicle screw trajectories with highest bone mineral density and strongest pull-out force.

Published in:

Neurosurgical Focus, 2022, v. 52, n. 4, p. 1, doi. 10.3171/2022.1.FOCUS21721

By:

Chi Ma;
Da Zou;
Huan Qi;
Chentian Li;
Cheng Zhang;
Kedi Yang;
Feng Zhu;
Weishi Li;
Lu, William W.

Publication type:

Article