Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma von Akbari, Hamed, Macyszyn, Luke, Da, Xiao, Bilello, Michel, Wolf, Ronald L., Martinez-Lage, Maria, Biros, George, Alonso-Basanta, Michelle, O'Rourke, Donald M., Davatzikos, Christos

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Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques von Macyszyn, Luke, Akbari, Hamed, Pisapia, Jared M, Da, Xiao, Attiah, Mark, Pigrish, Vadim, Bi, Yingtao, Pal, Sharmistha, Davuluri, Ramana V, Roccograndi, Laura, Dahmane, Nadia, Martinez-Lage, Maria, Biros, George, Wolf, Ronald L, Bilello, Michel, O'Rourke, Donald M, Davatzikos, Christos

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Updated external validation of the SORG machine learning algorithms for prediction of ninety-day and one-year mortality after surgery for spinal metastasis von Shah, Akash A., Karhade, Aditya V., Park, Howard Y., Sheppard, William L., Macyszyn, Luke J., Everson, Richard G., Shamie, Arya N., Park, Don Y., Schwab, Joseph H., Hornicek, Francis J.

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Automated Tumor Volumetry Using Computer-Aided Image Segmentation von Gaonkar, Bilwaj, MS, Macyszyn, Luke, MA, MD, Bilello, Michel, MD, PhD, Sadaghiani, Mohammed Salehi, MD, Akbari, Hamed, MD, PhD, Attiah, Mark A., MD, Ali, Zarina S., MD, Da, Xiao, MS, Zhan, Yiqang, PhD, Rourke, Donald O’, MD, Grady, Sean M., MD, Davatzikos, Christos, PhD

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Multi-Parameter Ensemble Learning for Automated Vertebral Body Segmentation in Heterogeneously Acquired Clinical MR Images von Gaonkar, Bilwaj, Yihao Xia, Villaroman, Diane S., Ko, Allison, Attiah, Mark, Beckett, Joel S., Macyszyn, Luke

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Isolated Transverse Process Fractures: A Systematic Analysis von Nagasawa, Daniel T., MD, Bui, Timothy T., BS, Lagman, Carlito, MD, Lee, Seung J., BS, Chung, Lawrance K., BS, Niu, Tianyi, MD, Tucker, Alexander, MD, Gaonkar, Bilwaj, PhD, Yang, Isaac, MD, Macyszyn, Luke, MD, MA

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Imaging Biomarker Development for Lower Back Pain Using Machine Learning: How Image Analysis Can Help Back Pain von Gaonkar, Bilwaj, Cook, Kirstin, Yoo, Bryan, Salehi, Banafsheh, Macyszyn, Luke

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Management of spondylolysis and spondylolisthesis in the pediatric population: A review von Attiah, Mark A., BA, Macyszyn, Luke, MD, Cahill, Patrick J., MD

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Direct versus indirect revascularization procedures for moyamoya disease: a comparative effectiveness study von Macyszyn, Luke, Attiah, Mark, Ma, Tracy S, Ali, Zarina, Faught, Ryan, Hossain, Alisha, Man, Karen, Patel, Hiren, Sobota, Rosanna, Zager, Eric L, Stein, Sherman C

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Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity von Akbari, Hamed, Macyszyn, Luke, Da, Xiao, Wolf, Ronald L, Bilello, Michel, Verma, Ragini, O'Rourke, Donald M, Davatzikos, Christos

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Isoform-level gene signature improves prognostic stratification and accurately classifies glioblastoma subtypes von Pal, Sharmistha, Bi, Yingtao, Macyszyn, Luke, Showe, Louise C., O'Rourke, Donald M., Davuluri, Ramana V.

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Individualized Map of White Matter Pathways: Connectivity-Based Paradigm for Neurosurgical Planning von Tunç, Birkan, Ingalhalikar, Madhura, Parker, Drew, Lecoeur, Jérémy, Singh, Nickpreet, Wolf, Ronald L, Macyszyn, Luke, Brem, Steven, Verma, Ragini

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United States Medical Licensing Examination step 2 scores do not predict American Board of Neurological Surgery scores: A single-institution experience von Udawatta, Methma, Preet, Komal, Lagman, Carlito, French, Alexis M., Bruton, Colleen, Bergsneider, Marvin, Chung, Lawrance, Romiyo, Prasanth, Macyszyn, Luke, Yang, Isaac

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Lumbar Spinal Canal Segmentation in Cases with Lumbar Stenosis Using Deep-U-Net Ensembles von Laiwalla, Azim N., Ratnaparkhi, Anshul, Zarrin, David, Cook, Kirstin, Li, Ien, Wilson, Bayard, Florence, T.J., Yoo, Bryan, Salehi, Banafsheh, Gaonkar, Bilwaj, Beckett, Joel, Macyszyn, Luke

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Eigenrank by committee: Von-Neumann entropy based data subset selection and failure prediction for deep learning based medical image segmentation von Gaonkar, Bilwaj, Beckett, Joel, Attiah, Mark, Ahn, Christine, Edwards, Matthew, Wilson, Bayard, Laiwalla, Azim, Salehi, Banafsheh, Yoo, Bryan, Bui, Alex A.T., Macyszyn, Luke

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Structural Changes in the Cervicomedullary Junction in Adult Chiari Patients von Ratnaparkhi, Anshul, Laiwalla, Azim N., Gaonkar, Bilwaj, Zarrin, David, Cook, Kirstin, Berdy, Elliot, Li, Ien, Wilson, Bayard, Attiah, Mark, Holly, Langston, Macyszyn, Luke, Beckett, Joel, Batzdorf, Ulrich

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Brachial plexus injury mimicking a spinal-cord injury von Macyszyn, Luke J, Gonzalez-Giraldo, Ernesto, Aversano, Michael, Heuer, Gregory G, Zager, Eric L, Schuster, James M

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PLEN03 Presentation Time: 1:45 PM: HDR Interstitial Spine Brachytherapy Using an Intraoperative CT-Guided Surgical Navigation System Compared with Stereotactic Radiosurgery von Park, Sang-June, Tenn, Stephen, Macyszyn, Luke, Lim, Andrew, Han, James, Venkat, Puja, Lee, Alan, Chang, Albert

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PLEN03 Presentation Time: 1:45 PM von Park, Sang-June, Tenn, Stephen, Macyszyn, Luke, Lim, Andrew, Han, James, Venkat, Puja, Lee, Alan, Chang, Albert

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Amyloid-β–related angiitis: a report of 2 cases with unusual presentations von Ng, Denise W., Magaki, Shino, Terashima, Kevin H., Keener, Adrienne M., Salamon, Noriko, Karnezis, Stellios, Macyszyn, Luke, Vinters, Harry V.

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