| Reliable Prediction of Discharge Disposition Following Cervical Spine Surgery With Ensemble Machine Learning and Validation on a National Cohort R Feng, AA Valliani, ML Martini, JS Gal, SN Neifert, NC Kim, EA Geng, ... Clinical Spine Surgery 37 (1), E30-E36, 2024 | | 2024 |
| Head-Mounted System for Measuring Ptosis AJ Warburton, RA Serafini, M Labkovich, AAA Valliani US Patent App. 17/691,603, 2023 | | 2023 |
| Modular Platform for Ocular Evaluations RA Serafini, AJ Warburton, CR Serafini, AD Patel, M Labkovich, ... US Patent App. 17/919,003, 2023 | | 2023 |
| Teledermatology in medical student, postgraduate trainee, and global dermatology education: A systematic review H Patel, R Revankar, A Valliani, N Revankar, S Yerigeri, N Kaskas, B Stoff JAAD international 11, 106-111, 2023 | 4 | 2023 |
| Robust prediction of nonhome discharge following elective anterior cervical discectomy and fusion using explainable machine learning EA Geng, JS Gal, JS Kim, ML Martini, J Markowitz, SN Neifert, JE Tang, ... European Spine Journal 32 (6), 2149-2156, 2023 | 1 | 2023 |
| Weekend admission increases risk of readmissions following elective cervical spinal fusion R Ren, C Dominy, B Bueno, S Pasik, J Markowitz, B Yeshoua, B Cho, ... Neurospine 20 (1), 290, 2023 | 1 | 2023 |
| Development of a machine learning algorithm to identify total and reverse shoulder arthroplasty implants from X-ray images EA Geng, BH Cho, AA Valliani, V Arvind, AV Patel, SK Cho, JS Kim, ... Journal of Orthopaedics 35, 74-78, 2023 | 9 | 2023 |
| Deploying deep learning models on unseen medical imaging using adversarial domain adaptation AA Valliani, FF Gulamali, YJ Kwon, ML Martini, C Wang, D Kondziolka, ... Plos one 17 (10), e0273262, 2022 | 6 | 2022 |
| Virtual reality hemifield measurements for corrective surgery eligibility in ptosis patients: a pilot clinical trial M Labkovich, AJ Warburton, S Ying, AA Valliani, N Kissel, RA Serafini, ... Translational Vision Science & Technology 11 (10), 35-35, 2022 | 2 | 2022 |
| 93. Weekend admission increases risk of readmissions following elective thoracolumbar spinal fusion A Rosenberg, CL Dominy, B Yeshoua, E Geng, B Cho, V Arvind, ... The Spine Journal 22 (9), S51, 2022 | | 2022 |
| Robust prediction of non-home discharge after thoracolumbar spine surgery with ensemble machine learning and validation on a nationwide cohort AA Valliani, NC Kim, ML Martini, JS Gal, SN Neifert, R Feng, EA Geng, ... World Neurosurgery 165, e83-e91, 2022 | 7 | 2022 |
| Weekend admission increases risk of readmissions following elective thoracolumbar spinal fusion A Rosenberg, C Dominy, BT Bueno, S Pasik, B Yeshoua, B Cho, V Arvind, ... Global Spine Journal, 21925682221120788, 2022 | 4 | 2022 |
| Pragmatic prediction of excessive length of stay after cervical spine surgery with machine learning and validation on a national scale AA Valliani, R Feng, ML Martini, SN Neifert, NC Kim, JS Gal, EK Oermann, ... Neurosurgery 91 (2), 322-330, 2022 | 12 | 2022 |
| Virtual reality enables rapid, multi-faceted retinal function screenings M Labkovich, A Warburton, O Okome, C Cheng, R Serafini, ... Investigative Ophthalmology & Visual Science 63 (7), 713–F0441-713–F0441, 2022 | 2 | 2022 |
| Portable hardware & software technologies for addressing ophthalmic health disparities: A systematic review M Labkovich, M Paul, E Kim, R A. Serafini, S Lakhtakia, AA Valliani, ... Digital Health 8, 20552076221090042, 2022 | 10 | 2022 |
| Clinical trials in spinal tumors: A two-decade review EK Chapman, AA Valliani, WH Shuman, ML Martini, SN Neifert, ... World Neurosurgery 161, e39-e53, 2022 | 4 | 2022 |
| Identification of anterior cervical spinal instrumentation using a smartphone application powered by machine learning JT Schwartz, AA Valliani, V Arvind, BH Cho, E Geng, P Henson, KD Riew, ... Spine 47 (9), E407-E414, 2022 | 5 | 2022 |
| 825 Can Applying Machine Learning on Perioperative Team Communication Data Change the Way we Predict Case-time Duration? R Ber, A Valliani, A Liu, DB Kurland, DR Pacione, EK Oermann Neurosurgery 68 (Supplement_1), 139, 2022 | | 2022 |
| Intraoperative navigation in spine surgery: effects on complications and reoperations WH Shuman, AA Valliani, EK Chapman, ML Martini, SN Neifert, RB Baron, ... World Neurosurgery 160, e404-e411, 2022 | 10 | 2022 |
| Understanding artificial intelligence and predictive analytics: a clinically focused review of machine learning techniques B Cho, E Geng, V Arvind, AA Valliani, JE Tang, J Schwartz, C Dominy, ... JBJS reviews 10 (3), e21, 2022 | 10 | 2022 |
