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Luke Macyszyn
Luke Macyszyn
Assitant Professor of Neurosurgery and Orthopedics
在 mednet.ucla.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques
L Macyszyn, H Akbari, JM Pisapia, X Da, M Attiah, V Pigrish, Y Bi, S Pal, ...
Neuro-oncology 18 (3), 417-425, 2015
3002015
Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma
H Akbari, L Macyszyn, X Da, M Bilello, RL Wolf, M Martinez-Lage, G Biros, ...
Neurosurgery 78 (4), 572-580, 2016
1472016
Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity
H Akbari, L Macyszyn, X Da, RL Wolf, M Bilello, R Verma, DM O’Rourke, ...
Radiology 273 (2), 502-510, 2014
1022014
Direct versus indirect revascularization procedures for moyamoya disease: a comparative effectiveness study
L Macyszyn, M Attiah, TS Ma, Z Ali, R Faught, A Hossain, K Man, H Patel, ...
Journal of neurosurgery 126 (5), 1523-1529, 2017
802017
Isoform-level gene signature improves prognostic stratification and accurately classifies glioblastoma subtypes
S Pal, Y Bi, L Macyszyn, LC Showe, DM O'Rourke, RV Davuluri
Nucleic acids research 42 (8), e64-e64, 2014
722014
Automated tumor volumetry using computer-aided image segmentation
B Gaonkar, L Macyszyn, M Bilello, MS Sadaghiani, H Akbari, MA Attiah, ...
Academic radiology 22 (5), 653-661, 2015
512015
Individualized map of white matter pathways: connectivity-based paradigm for neurosurgical planning
B Tunç, M Ingalhalikar, D Parker, J Lecoeur, N Singh, RL Wolf, ...
Neurosurgery 79 (4), 568-577, 2016
422016
Deep learning in the small sample size setting: cascaded feed forward neural networks for medical image segmentation
B Gaonkar, D Hovda, N Martin, L Macyszyn
Medical Imaging 2016: Computer-Aided Diagnosis 9785, 646-653, 2016
402016
Multi-parameter ensemble learning for automated vertebral body segmentation in heterogeneously acquired clinical MR images
B Gaonkar, Y Xia, DS Villaroman, A Ko, M Attiah, JS Beckett, L Macyszyn
IEEE journal of translational engineering in health and medicine 5, 1-12, 2017
352017
Navigated odontoid screw placement using the O-arm: technical note and case series
JM Pisapia, NR Nayak, RD Salinas, L Macyszyn, JYK Lee, TH Lucas, ...
Journal of Neurosurgery: Spine 26 (1), 10-18, 2017
312017
Relating quality of life to Glasgow outcome scale health states
J Kosty, L Macyszyn, K Lai, J McCroskery, HR Park, SC Stein
Journal of neurotrauma 29 (7), 1322-1327, 2012
312012
Natural history of the aging spine: a cross-sectional analysis of spinopelvic parameters in the asymptomatic population
M Attiah, B Gaonkar, Y Alkhalid, D Villaroman, R Medina, C Ahn, T Niu, ...
Journal of Neurosurgery: Spine 32 (1), 63-68, 2019
302019
United States Medical Licensing Examination Step 1 scores directly correlate with American Board of Neurological Surgery scores: a single-institution experience
DT Nagasawa, JS Beckett, C Lagman, LK Chung, B Schmidt, M Safaee, ...
World Neurosurgery 98, 427-431, 2017
302017
A deep learning approach to spine segmentation using a feed-forward chain of pixel-wise convolutional networks
W Whitehead, S Moran, B Gaonkar, L Macyszyn, S Iyer
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
292018
Updated external validation of the SORG machine learning algorithms for prediction of ninety-day and one-year mortality after surgery for spinal metastasis
AA Shah, AV Karhade, HY Park, WL Sheppard, LJ Macyszyn, RG Everson, ...
The Spine Journal 21 (10), 1679-1686, 2021
252021
Quantitative analysis of spinal canal areas in the lumbar spine: an imaging informatics and machine learning study
B Gaonkar, D Villaroman, J Beckett, C Ahn, M Attiah, D Babayan, ...
American Journal of Neuroradiology 40 (9), 1586-1591, 2019
242019
Quantitative analysis of neural foramina in the lumbar spine: an imaging informatics and machine learning study
B Gaonkar, J Beckett, D Villaroman, C Ahn, M Edwards, S Moran, M Attiah, ...
Radiology: Artificial Intelligence 1 (2), 180037, 2019
212019
Amyloid-β–related angiitis: a report of 2 cases with unusual presentations
DW Ng, S Magaki, KH Terashima, AM Keener, N Salamon, S Karnezis, ...
Human Pathology 64, 191-197, 2017
202017
Isolated transverse process fractures: a systematic analysis
DT Nagasawa, TT Bui, C Lagman, SJ Lee, LK Chung, T Niu, A Tucker, ...
World Neurosurgery 100, 336-341, 2017
192017
United States Medical Licensing Examination Step 2 scores do not predict American Board of Neurological Surgery scores: a single-institution experience
M Udawatta, K Preet, C Lagman, AM French, C Bruton, M Bergsneider, ...
Journal of the Neurological Sciences 408, 116556, 2020
162020
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