| Artificial intelligence in cancer imaging: clinical challenges and applications WL Bi, A Hosny, MB Schabath, ML Giger, NJ Birkbak, A Mehrtash, ... CA: a cancer journal for clinicians 69 (2), 127-157, 2019 | 1563 | 2019 |
| Machine learning and neurosurgical outcome prediction: a systematic review JT Senders, PC Staples, AV Karhade, MM Zaki, WB Gormley, ... World neurosurgery 109, 476-486. e1, 2018 | 434 | 2018 |
| Residual Convolutional Neural Network for the Determination of IDH Status in Low- and High-Grade Gliomas from MR Imaging K Chang, HX Bai, H Zhou, C Su, WL Bi, E Agbodza, VK Kavouridis, ... Clinical Cancer Research 24 (5), 1073-1081, 2018 | 398 | 2018 |
| Natural and artificial intelligence in neurosurgery: a systematic review JT Senders, O Arnaout, AV Karhade, HH Dasenbrock, WB Gormley, ... Neurosurgery 83 (2), 181-192, 2018 | 250 | 2018 |
| Endovascular stenting of extracranial carotid and vertebral artery dissections: a systematic review of the literature MH Pham, RJ Rahme, O Arnaout, MC Hurley, RA Bernstein, HH Batjer, ... Neurosurgery 68 (4), 856-866, 2011 | 203 | 2011 |
| Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement K Chang, AL Beers, HX Bai, JM Brown, KI Ly, X Li, JT Senders, ... Neuro-oncology 21 (11), 1412-1422, 2019 | 188 | 2019 |
| An introduction and overview of machine learning in neurosurgical care JT Senders, MM Zaki, AV Karhade, B Chang, WB Gormley, ML Broekman, ... Acta neurochirurgica 160, 29-38, 2018 | 164 | 2018 |
| Posterior fossa arteriovenous malformations OM Arnaout, BA Gross, CS Eddleman, BR Bendok, CC Getch, HH Batjer Neurosurgical focus 26 (5), E12, 2009 | 141 | 2009 |
| Machine learning reveals multimodal MRI patterns predictive of isocitrate dehydrogenase and 1p/19q status in diffuse low-and high-grade gliomas H Zhou, K Chang, HX Bai, B Xiao, C Su, WL Bi, PJ Zhang, JT Senders, ... Journal of neuro-oncology 142, 299-307, 2019 | 128 | 2019 |
| Moyamoya disease: a review of histopathology, biochemistry, and genetics DG Weinberg, OM Arnaout, RJ Rahme, SG Aoun, HH Batjer, BR Bendok Neurosurgical focus 30 (6), E20, 2011 | 110 | 2011 |
| An online calculator for the prediction of survival in glioblastoma patients using classical statistics and machine learning JT Senders, P Staples, A Mehrtash, DJ Cote, MJB Taphoorn, DA Reardon, ... Neurosurgery 86 (2), E184-E192, 2020 | 101 | 2020 |
| Contemporary assessment of extent of resection in molecularly defined categories of diffuse low-grade glioma: a volumetric analysis VK Kavouridis, A Boaro, J Dorr, EY Cho, JB Iorgulescu, DA Reardon, ... Journal of neurosurgery 133 (5), 1291-1301, 2019 | 76 | 2019 |
| The effectiveness of antiepileptic medications as prophylaxis of early seizure in patients with traumatic brain injury compared with placebo or no treatment: a systematic … R Wat, M Mammi, J Paredes, J Haines, M Alasmari, A Liew, VM Lu, ... World neurosurgery 122, 433-440, 2019 | 57 | 2019 |
| Machine learning models can detect aneurysm rupture and identify clinical features associated with rupture MA Silva, J Patel, V Kavouridis, T Gallerani, A Beers, K Chang, KV Hoebel, ... World Neurosurgery 131, e46-e51, 2019 | 54 | 2019 |
| Decompressive hemicraniectomy after malignant middle cerebral artery infarction: rationale and controversies OM Arnaout, SG Aoun, HH Batjer, BR Bendok Neurosurgical focus 30 (6), E18, 2011 | 51 | 2011 |
| Natural language processing for automated quantification of brain metastases reported in free-text radiology reports JT Senders, AV Karhade, DJ Cote, A Mehrtash, N Lamba, A DiRisio, ... JCO clinical cancer informatics 3, 1-9, 2019 | 50 | 2019 |
| Survival after surgery and stereotactic radiosurgery for patients with multiple intracranial metastases: results of a single-center retrospective study TR Smith, RR Lall, RR Lall, IJ Abecassis, OM Arnaout, MAH Marymont, ... Journal of neurosurgery 121 (4), 839-845, 2014 | 45 | 2014 |
| Survival prediction of glioblastoma patients—are we there yet? A systematic review of prognostic modeling for glioblastoma and its clinical potential IA Tewarie, JT Senders, S Kremer, S Devi, WB Gormley, O Arnaout, ... Neurosurgical review 44, 2047-2057, 2021 | 42 | 2021 |
| adaptation under fire: two Harvard neurosurgical services during the COVID-19 pandemic O Arnaout, A Patel, B Carter, EA Chiocca Neurosurgery 87 (2), E173-E177, 2020 | 40 | 2020 |
| Surgical resection and adjuvant radiation therapy in the treatment of skull base chordomas O Sanusi, O Arnaout, RJ Rahme, C Horbinski, JP Chandler World neurosurgery 115, e13-e21, 2018 | 35 | 2018 |
