Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study

Michael Zhang; Samuel W. Wong; Jason N. Wright; Sebastian Toescu; Maryam Mohammadzadeh; Michelle Han; Seth Lummus; Matthias W. Wagner; Derek Yecies; Hollie Lai; Azam Eghbal; Alireza Radmanesh; Jordan Nemelka; Stephen Harward; Michael Malinzak; Suzanne Laughlin; Sebastien Perreault; Kristina R.M. Braun; Arastoo Vossough; Tina Poussaint; Robert Goetti; Birgit Ertl-Wagner; Chang Y. Ho; Ozgur Oztekin; Vijay Ramaswamy; Kshitij Mankad; Nicholas A. Vitanza; Samuel H. Cheshier; Mourad Said; Kristian Aquilina; Eric Thompson; Alok Jaju; Gerald A. Grant; Robert M. Lober; Kristen W. Yeom

doi:10.1093/neuros/nyab311

Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study

Michael Zhang, Samuel W. Wong, Jason N. Wright, Sebastian Toescu, Maryam Mohammadzadeh, Michelle Han, Seth Lummus, Matthias W. Wagner, Derek Yecies, Hollie Lai, Azam Eghbal, Alireza Radmanesh, Jordan Nemelka, Stephen Harward, Michael Malinzak, Suzanne Laughlin, Sebastien Perreault, Kristina R.M. Braun, Arastoo Vossough, Tina PoussaintRobert Goetti, Birgit Ertl-Wagner, Chang Y. Ho, Ozgur Oztekin, Vijay Ramaswamy, Kshitij Mankad, Nicholas A. Vitanza, Samuel H. Cheshier, Mourad Said, Kristian Aquilina, Eric Thompson, Alok Jaju, Gerald A. Grant, Robert M. Lober, Kristen W. Yeom

Pediatrics

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

Original language	English
Pages (from-to)	892-900
Number of pages	9
Journal	Neurosurgery
Volume	89
Issue number	5
DOIs	https://doi.org/10.1093/neuros/nyab311
State	Published - Nov 1 2021

ASJC Scopus Subject Areas

Surgery
Clinical Neurology

Keywords

Artificial intelligence
Ependymoma
Machine learning
Medulloblastoma
Pilocytic astrocytoma
Posterior fossa tumors
Radiomics

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10.1093/neuros/nyab311

Cite this

Zhang, M., Wong, S. W., Wright, J. N., Toescu, S., Mohammadzadeh, M., Han, M., Lummus, S., Wagner, M. W., Yecies, D., Lai, H., Eghbal, A., Radmanesh, A., Nemelka, J., Harward, S., Malinzak, M., Laughlin, S., Perreault, S., Braun, K. R. M., Vossough, A., ... Yeom, K. W. (2021). Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study. Neurosurgery, 89(5), 892-900. https://doi.org/10.1093/neuros/nyab311

Zhang, M, Wong, SW, Wright, JN, Toescu, S, Mohammadzadeh, M, Han, M, Lummus, S, Wagner, MW, Yecies, D, Lai, H, Eghbal, A, Radmanesh, A, Nemelka, J, Harward, S, Malinzak, M, Laughlin, S, Perreault, S, Braun, KRM, Vossough, A, Poussaint, T, Goetti, R, Ertl-Wagner, B, Ho, CY, Oztekin, O, Ramaswamy, V, Mankad, K, Vitanza, NA, Cheshier, SH, Said, M, Aquilina, K, Thompson, E, Jaju, A, Grant, GA, Lober, RM & Yeom, KW 2021, 'Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study', Neurosurgery, vol. 89, no. 5, pp. 892-900. https://doi.org/10.1093/neuros/nyab311

@article{dd2331aa5e214d028f76547fed36f459,

title = "Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study",

keywords = "Artificial intelligence, Ependymoma, Machine learning, Medulloblastoma, Pilocytic astrocytoma, Posterior fossa tumors, Radiomics",

author = "Michael Zhang and Wong, {Samuel W.} and Wright, {Jason N.} and Sebastian Toescu and Maryam Mohammadzadeh and Michelle Han and Seth Lummus and Wagner, {Matthias W.} and Derek Yecies and Hollie Lai and Azam Eghbal and Alireza Radmanesh and Jordan Nemelka and Stephen Harward and Michael Malinzak and Suzanne Laughlin and Sebastien Perreault and Braun, {Kristina R.M.} and Arastoo Vossough and Tina Poussaint and Robert Goetti and Birgit Ertl-Wagner and Ho, {Chang Y.} and Ozgur Oztekin and Vijay Ramaswamy and Kshitij Mankad and Vitanza, {Nicholas A.} and Cheshier, {Samuel H.} and Mourad Said and Kristian Aquilina and Eric Thompson and Alok Jaju and Grant, {Gerald A.} and Lober, {Robert M.} and Yeom, {Kristen W.}",

note = "Publisher Copyright: {\textcopyright} 2021 Congress of Neurological Surgeons 2021.",

year = "2021",

month = nov,

day = "1",

doi = "10.1093/neuros/nyab311",

language = "English",

volume = "89",

pages = "892--900",

journal = "Neurosurgery",

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TY - JOUR

T1 - Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis

T2 - A Multinational Study

AU - Zhang, Michael

AU - Wong, Samuel W.

AU - Wright, Jason N.

AU - Toescu, Sebastian

AU - Mohammadzadeh, Maryam

AU - Han, Michelle

AU - Lummus, Seth

AU - Wagner, Matthias W.

AU - Yecies, Derek

AU - Lai, Hollie

AU - Eghbal, Azam

AU - Radmanesh, Alireza

AU - Nemelka, Jordan

AU - Harward, Stephen

AU - Malinzak, Michael

AU - Laughlin, Suzanne

AU - Perreault, Sebastien

AU - Braun, Kristina R.M.

AU - Vossough, Arastoo

AU - Poussaint, Tina

AU - Goetti, Robert

AU - Ertl-Wagner, Birgit

AU - Ho, Chang Y.

AU - Oztekin, Ozgur

AU - Ramaswamy, Vijay

AU - Mankad, Kshitij

AU - Vitanza, Nicholas A.

AU - Cheshier, Samuel H.

AU - Said, Mourad

AU - Aquilina, Kristian

AU - Thompson, Eric

AU - Jaju, Alok

AU - Grant, Gerald A.

AU - Lober, Robert M.

AU - Yeom, Kristen W.

PY - 2021/11/1

Y1 - 2021/11/1

KW - Artificial intelligence

KW - Ependymoma

KW - Machine learning

KW - Medulloblastoma

KW - Pilocytic astrocytoma

KW - Posterior fossa tumors

KW - Radiomics

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U2 - 10.1093/neuros/nyab311

DO - 10.1093/neuros/nyab311

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SN - 0148-396X

VL - 89

SP - 892

EP - 900

JO - Neurosurgery

JF - Neurosurgery

IS - 5

ER -

Machine Assist for Pediatric Posterior Fossa Tumor Diagnosis: A Multinational Study

ASJC Scopus Subject Areas

Keywords

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