Omar Arnaout, MD
Brigham And Women's Hospital
Brigham And Women's Hospital
Phone: (617) 525-8135
Fax: (617) 713-3050
Brigham And Women's Hospital
Phone: (617) 525-8135
Fax: (617) 713-3050
Omar Arnaout, MD
Brigham And Women's Hospital
EDUCATIONAL TITLES
DF/HCC PROGRAM AFFILIATION
Publications from Harvard Catalyst Profiles
- McAvoy M, Prieto PC, Kaczmarzyk JR, Fernández IS, McNulty J, Smith T, Yu KH, Gormley WB, Arnaout O. Classification of glioblastoma versus primary central nervous system lymphoma using convolutional neural networks. Sci Rep 2021; 11:15219. PubMed
- Faulkner H, Arnaout O, Hoshide R, Young IM, Yeung JT, Sughrue ME, Teo C. The Surgical Resection of Brainstem Glioma: Outcomes and Prognostic Factors. World Neurosurg 2021; 146:e639-e650. PubMed
- Tewarie IA, Senders JT, Kremer S, Devi S, Gormley WB, Arnaout O, Smith TR, Broekman MLD. Survival prediction of glioblastoma patients-are we there yet? A systematic review of prognostic modeling for glioblastoma and its clinical potential. Neurosurg Rev 2020. PubMed
- Shi DD, Arnaout O, Bi WL, Buchbinder EI, Cagney DN, Insco ML, Liu D, Schoenfeld JD, Aizer AA. Severe Radiation Necrosis Refractory to Surgical Resection in Patients with Melanoma and Brain Metastases Managed with Ipilimumab/Nivolumab and Brain-Directed Stereotactic Radiation Therapy. World Neurosurg 2020; 139:226-231. PubMed
- Senders JT, Cho LD, Calvachi P, McNulty JJ, Ashby JL, Schulte IS, Almekkawi AK, Mehrtash A, Gormley WB, Smith TR, Broekman MLD, Arnaout O. Automating Clinical Chart Review: An Open-Source Natural Language Processing Pipeline Developed on Free-Text Radiology Reports From Patients With Glioblastoma. JCO Clin Cancer Inform 2020; 4:25-34. PubMed
- Kavouridis VK, Boaro A, Dorr J, Cho EY, Iorgulescu JB, Reardon DA, Arnaout O, Smith TR. Contemporary assessment of extent of resection in molecularly defined categories of diffuse low-grade glioma: a volumetric analysis. J Neurosurg 2019. PubMed
- Senders JT, Staples P, Mehrtash A, Cote DJ, Taphoorn MJB, Reardon DA, Gormley WB, Smith TR, Broekman ML, Arnaout O. An Online Calculator for the Prediction of Survival in Glioblastoma Patients Using Classical Statistics and Machine Learning. Neurosurgery 2019. PubMed
- Chang K, Beers AL, Bai HX, Brown JM, Ly KI, Li X, Senders JT, Kavouridis VK, Boaro A, Su C, Bi WL, Rapalino O, Liao W, Shen Q, Zhou H, Xiao B, Wang Y, Zhang PJ, Pinho MC, Wen PY, Batchelor TT, Boxerman JL, Arnaout O, Rosen BR, Gerstner ER, Yang L, Huang RY, Kalpathy-Cramer J. Automatic assessment of glioma burden: A deep learning algorithm for fully automated volumetric and bi-dimensional measurement. 2019. PubMed
- Senders JT, Karhade AV, Cote DJ, Mehrtash A, Lamba N, DiRisio A, Muskens IS, Gormley WB, Smith TR, Broekman MLD, Arnaout O. Natural Language Processing for Automated Quantification of Brain Metastases Reported in Free-Text Radiology Reports. JCO Clin Cancer Inform 2019; 3:1-9. PubMed
- Bi WL, Hosny A, Schabath MB, Giger ML, Birkbak NJ, Mehrtash A, Allison T, Arnaout O, Abbosh C, Dunn IF, Mak RH, Tamimi RM, Tempany CM, Swanton C, Hoffmann U, Schwartz LH, Gillies RJ, Huang RY, Aerts HJWL. Artificial intelligence in cancer imaging: Clinical challenges and applications. CA Cancer J Clin 2019; 69:127-157. PubMed
- Zhou H, Chang K, Bai HX, Xiao B, Su C, Bi WL, Zhang PJ, Senders JT, Vallières M, Kavouridis VK, Boaro A, Arnaout O, Yang L, Huang RY. Machine learning reveals multimodal MRI patterns predictive of isocitrate dehydrogenase and 1p/19q status in diffuse low- and high-grade gliomas. J. Neurooncol. 2019. PubMed
- Senders JT, Arnaout O, Karhade AV, Dasenbrock HH, Gormley WB, Broekman ML, Smith TR. Natural and Artificial Intelligence in Neurosurgery: A Systematic Review. Neurosurgery 2018; 83:181-192. PubMed
- Sanusi O, Arnaout O, Rahme RJ, Horbinski C, Chandler JP. Surgical Resection and Adjuvant Radiation Therapy in the Treatment of Skull Base Chordomas. World Neurosurg 2018; 115:e13-e21. PubMed
- Rahme RJ, Arnaout OM, Sanusi OR, Kesavabhotla K, Chandler JP. Endoscopic Approach to Clival Chordomas: The Northwestern Experience. World Neurosurg 2018; 110:e231-e238. PubMed
- Senders JT, Harary M, Stopa BM, Staples P, Broekman MLD, Smith TR, Gormley WB, Arnaout O. Information-Based Medicine in Glioma Patients: A Clinical Perspective. Comput Math Methods Med 2018; 2018:8572058. PubMed
- Senders JT, Zaki MM, Karhade AV, Chang B, Gormley WB, Broekman ML, Smith TR, Arnaout O. An introduction and overview of machine learning in neurosurgical care. Acta Neurochir (Wien) 2018; 160:29-38. PubMed
- Senders JT, Staples PC, Karhade AV, Zaki MM, Gormley WB, Broekman MLD, Smith TR, Arnaout O. Machine Learning and Neurosurgical Outcome Prediction: A Systematic Review. World Neurosurg 2018; 109:476-486.e1. PubMed
- Ahmed AK, Dawood HY, Arnaout OM, Laws ER, Smith TR. Presentation, Treatment, and Long-Term Outcome of Intrasellar Chordoma: A Pooled Analysis of Institutional, SEER (Surveillance Epidemiology and End Results), and Published Data. World Neurosurg 2018; 109:e676-e683. PubMed
- Chang K, Bai HX, Zhou H, Su C, Bi WL, Agbodza E, Kavouridis VK, Senders JT, Boaro A, Beers AL, Zhang B, Capellini A, Liao W, Shen Q, Li X, Xiao B, Cryan J, Ramkissoon S, Ramkissoon L, Ligon KL, Wen PY, Bindra RS, Woo JH, Arnaout O, Gerstner E, Zhang PJ, Rosen B, Yang L, Huang RY, Kalpathy-Cramer J. Residual Convolutional Neural Network for Determination of IDH Status in Low- and High-grade Gliomas from MR Imaging. Clin Cancer Res 2017. PubMed
- Olsen HE, Lynn GM, Valdes PA, Cerecedo Lopez CD, Ishizuka AS, Arnaout O, Bi WL, Peruzzi PP, Chiocca EA, Friedman GK, Bernstock JD. Therapeutic cancer vaccines for pediatric malignancies: advances, challenges, and emerging technologies. ; 3:vdab027. PubMed