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Author Details

Eric K Oermann
Center for Data Science, New York University
2008
110
30
PMIDPaper TitleJournal TitlePublished Year
36399428Methods and Impact for Using Federated Learning to Collaborate on Clinical Research.Neurosurgery2023
37610208A Century of Evolution in Spine Surgery Publications: A Bibliometric Analysis of the Field From 1900 to 2023.Neurosurgery2023
37255296Causes of Death in Patients With Brain Metastases.Neurosurgery2023
37249902Federated AI, Current State, and Future Potential.Asia Pac J Ophthalmol (Phila)2023
37246874Digital Biomarkers and the Evolution of Spine Care Outcomes Measures: Smartphones and Wearables.Neurosurgery2023
36586581A Nationwide Study Characterizing the Risk and Outcome Profiles of Multilevel Fusion Procedures in Neuromuscular Scoliosis Patients with Neurofibromatosis Type 1.World Neurosurg2023
36779766On Chatbots and Generative Artificial Intelligence.Neurosurgery2023
35264032Post-operative vision loss: analysis of 587 patients undergoing endoscopic surgery for pituitary macroadenoma.Br J Neurosurg2022
35654334Robust Prediction of Non-home Discharge After Thoracolumbar Spine Surgery With Ensemble Machine Learning and Validation on a Nationwide Cohort.World Neurosurg2022
35834322Pragmatic Prediction of Excessive Length of Stay After Cervical Spine Surgery With Machine Learning and Validation on a National Scale.Neurosurgery2022
35730283Population scale latent space cohort matching for the improved use and exploration of observational trial data.Math Biosci Eng2022
35343468Neurosurgical Performance in the First 2 Years of Merit-Based Incentive Payment System: A Descriptive Analysis and Predictors of Receiving Bonus Payments.Neurosurgery2022
36240135Deploying deep learning models on unseen medical imaging using adversarial domain adaptation.PLoS One2022
35943676Generating novel pituitary datasets from open-source imaging data and deep volumetric segmentation.Pituitary2022
34857514Development and Practical Implementation of a Deep Learning-Based Pipeline for Automated Pre- and Postoperative Glioma Segmentation.AJNR Am J Neuroradiol2022
33442676Federated Learning used for predicting outcomes in SARS-COV-2 patients.Res Sq2021
33820942Deep anomaly detection of seizures with paired stereoelectroencephalography and video recordings.Sci Rep2021
34526699Federated learning for predicting clinical outcomes in patients with COVID-19.Nat Med2021
34560649Editorial. The future of stroke care is remote and now.J Neurosurg2021
34214980Rescue therapy for vasospasm following aneurysmal subarachnoid hemorrhage: a propensity score-matched analysis with machine learning.J Neurosurg2021
33078345Aneurysmal Subarachnoid Hemorrhage: the Last Decade.Transl Stroke Res2021
33394980Application of Cooperative Game Theory Principles to Interpret Machine Learning Models of Nonhome Discharge Following Spine Surgery.Spine (Phila Pa 1976)2021
33186002Drivers of Prolonged Hospitalization Following Spine Surgery: A Game-Theory-Based Approach to Explaining Machine Learning Models.J Bone Joint Surg Am2021
33446890Predicting adult neuroscience intensive care unit admission from emergency department triage using a retrospective, tabular-free text machine learning approach.Sci Rep2021
33180900In pursuit of glioma diagnosis: the challenges and opportunities of deep neural network augmented analyses.Neuro Oncol2021
31361011Sensor Modalities for Brain-Computer Interface Technology: A Comprehensive Literature Review.Neurosurgery2020
33928257Combining Initial Radiographs and Clinical Variables Improves Deep Learning Prognostication in Patients with COVID-19 from the Emergency Department.Radiol Artif Intell2020
32099093Intraoperative brain tumour identification with deep learning.Nat Rev Clin Oncol2020
32688039By the Numbers Analysis of Effect of COVID-19 on a Neurosurgical Residency at the Epicenter.World Neurosurg2020
32599190Trends in Incidence and Mortality by Hospital Teaching Status and Location in Aneurysmal Subarachnoid Hemorrhage.World Neurosurg2020
32652276Large Rises in Thoracolumbar Fusions by 2040: A Cause for Concern with an Increasingly Elderly Surgical Population.World Neurosurg2020
32677567Automated Measurement of Lumbar Lordosis on Radiographs Using Machine Learning and Computer Vision.Global Spine J2020
32392339Machine Learning With Feature Domains Elucidates Candidate Drivers of Hospital Readmission Following Spine Surgery in a Large Single-Center Patient Cohort.Neurosurgery2020
32416237Predicting Trends in Cervical Spinal Surgery in the United States from 2020 to 2040.World Neurosurg2020
32416236Increases in Subdural Hematoma with an Aging Population-the Future of American Cerebrovascular Disease.World Neurosurg2020
32438002Letter to the Editor: Changes in Neurosurgery Resident Education During the COVID-19 Pandemic: An Institutional Experience from a Global Epicenter.World Neurosurg2020
32434033Increased Risk of Transient Cerebral Ischemia After Subarachnoid Hemorrhage in Patients with Premorbid Opioid Use Disorders: A Nationwide Analysis of Outcomes.World Neurosurg2020
32568363Changing Causes of US Neurological Disease Mortality From 1999 to 2017.JAMA Neurol2020
32195545Commentary: Predicting Long-Term Outcomes After Poor-Grade Aneurysmal Subarachnoid Hemorrhage Using Decision Tree Modeling.Neurosurgery2020
31562965Big Data Defined: A Practical Review for Neurosurgeons.World Neurosurg2020
30304439CANDI: an R package and Shiny app for annotating radiographs and evaluating computer-aided diagnosis.Bioinformatics2019
33937782Combination of Active Transfer Learning and Natural Language Processing to Improve Liver Volumetry Using Surrogate Metrics with Deep Learning.Radiol Artif Intell2019
30005044Revised Cardiac Risk Index as a Predictor for Myocardial Infarction and Cardiac Arrest Following Posterior Lumbar Decompression.Spine (Phila Pa 1976)2019
31435868Deep Learning and Neurology: A Systematic Review.Neurol Ther2019
31319594Time on Therapy for at Least Three Months Correlates with Overall Survival in Metastatic Renal Cell Carcinoma.Cancers (Basel)2019
31317002Machine learning for semi-automated classification of glioblastoma, brain metastasis and central nervous system lymphoma using magnetic resonance advanced imaging.Ann Transl Med2019
31317003Detecting insertion, substitution, and deletion errors in radiology reports using neural sequence-to-sequence models.Ann Transl Med2019
31546319Artificial Intelligence in Clinical Neurosciences.World Neurosurg2019
30759094An attention based deep learning model of clinical events in the intensive care unit.PLoS One2019
31132482Overlapping Surgeries and Surgical Prudence.World Neurosurg2019
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Collaborators

Sean P Collins
Vanderbilt University School of Medicine
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Co-authored papers 15
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Co-authored papers 14
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Co-authored papers 12
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Harvard Medical School
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Co-authored papers 5
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Co-authored papers 4
Joseph Lehár
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Massachusetts General Hospital, Harvard University
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Jung Gil Park
Yeungnam University Hospital
Co-authored papers 2
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 2
Meena AbdelMaseeh
Lunenfeld-Tanenbaum Research Institute
Co-authored papers 2
Sharmila Majumdar
University of California san francisco
Co-authored papers 2
Shuichi Kawano
Self-Defense Forces Central Hospital
Co-authored papers 2
Jae Ho Sohn
University of California san francisco
Co-authored papers 2
Amilcare Gentili
University of California
Co-authored papers 2
Yu Rim Lee
Kyungpook National University
Co-authored papers 2
Chiu-Ling Lai
Medical Review and Pharmaceutical Benefits Division
Co-authored papers 2
Xihong Lin
Harvard T.H. Chan School of Public Health
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