Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma

Minh P. Nguyen; Ramin A. Morshed; Cecilia L. Dalle Ore; Daniel D. Cummins; Satvir Saggi; William C. Chen; Abrar Choudhury; Akshay Ravi; David R. Raleigh; Stephen T. Magill; Michael W. McDermott; Philip V. Theodosopoulos

doi:10.3171/2022.4.JNS212516

Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma

Minh P. Nguyen
, Ramin A. Morshed
, Cecilia L. Dalle Ore
, Daniel D. Cummins
, Satvir Saggi
, William C. Chen
, Abrar Choudhury
, Akshay Ravi
, David R. Raleigh
, Stephen T. Magill
, Michael W. McDermott
, Philip V. Theodosopoulos

Miami Neuroscience Institute

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	86-94
Number of pages	9
Journal	Journal of Neurosurgery
Volume	138
Issue number	1
DOIs	https://doi.org/10.3171/2022.4.JNS212516
State	Published - Jan 2023

ASJC Scopus Subject Areas

Surgery
Clinical Neurology

Keywords

complete resection
gross-total resection
Ki-67
meningioma
MIB-1
oncology
recurrence

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10.3171/2022.4.JNS212516

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Nguyen, M. P., Morshed, R. A., Dalle Ore, C. L., Cummins, D. D., Saggi, S., Chen, W. C., Choudhury, A., Ravi, A., Raleigh, D. R., Magill, S. T., McDermott, M. W., & Theodosopoulos, P. V. (2023). Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma. Journal of Neurosurgery, 138(1), 86-94. https://doi.org/10.3171/2022.4.JNS212516

Nguyen, MP, Morshed, RA, Dalle Ore, CL, Cummins, DD, Saggi, S, Chen, WC, Choudhury, A, Ravi, A, Raleigh, DR, Magill, ST, McDermott, MW & Theodosopoulos, PV 2023, 'Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma', Journal of Neurosurgery, vol. 138, no. 1, pp. 86-94. https://doi.org/10.3171/2022.4.JNS212516

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title = "Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma",

keywords = "complete resection, gross-total resection, Ki-67, meningioma, MIB-1, oncology, recurrence",

author = "Nguyen, \{Minh P.\} and Morshed, \{Ramin A.\} and \{Dalle Ore\}, \{Cecilia L.\} and Cummins, \{Daniel D.\} and Satvir Saggi and Chen, \{William C.\} and Abrar Choudhury and Akshay Ravi and Raleigh, \{David R.\} and Magill, \{Stephen T.\} and McDermott, \{Michael W.\} and Theodosopoulos, \{Philip V.\}",

note = "Publisher Copyright: {\textcopyright}AANS 2023.",

year = "2023",

month = jan,

doi = "10.3171/2022.4.JNS212516",

language = "English",

volume = "138",

pages = "86--94",

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T1 - Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma

AU - Nguyen, Minh P.

AU - Morshed, Ramin A.

AU - Dalle Ore, Cecilia L.

AU - Cummins, Daniel D.

AU - Saggi, Satvir

AU - Chen, William C.

AU - Choudhury, Abrar

AU - Ravi, Akshay

AU - Raleigh, David R.

AU - Magill, Stephen T.

AU - McDermott, Michael W.

AU - Theodosopoulos, Philip V.

N1 - Publisher Copyright: ©AANS 2023.

PY - 2023/1

Y1 - 2023/1

KW - complete resection

KW - gross-total resection

KW - Ki-67

KW - meningioma

KW - MIB-1

KW - oncology

KW - recurrence

UR - https://www.scopus.com/pages/publications/85145425724

UR - https://www.scopus.com/pages/publications/85145425724#tab=citedBy

U2 - 10.3171/2022.4.JNS212516

DO - 10.3171/2022.4.JNS212516

M3 - Article

C2 - 36303473

AN - SCOPUS:85145425724

SN - 0022-3085

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EP - 94

JO - Journal of Neurosurgery

JF - Journal of Neurosurgery

IS - 1

ER -

Supervised machine learning algorithms demonstrate proliferation index correlates with long-term recurrence after complete resection of WHO grade I meningioma

ASJC Scopus Subject Areas

Keywords

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