Sotabase

Career

· Software Engineer - Platform, Tempus AI2022–
· Web Developer Intern, Fullstack Academy2018–2018
· Design Engineer, Windsurf

Publications (127)

Materials Synthesis Insights from Scientific Literature via Text Extraction and Machine Learning
2017
412
cited
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling
AAAI Conference on Artificial Intelligence · 2020
341
cited
Virtual screening of inorganic materials synthesis parameters with deep learning
npj Computational Materials · 2017
167
cited
Machine-learned and codified synthesis parameters of oxide materials
Scientific Data · 2017
162
cited
Preoperative Serum Albumin Level as a Predictor of Postoperative Complication After Spine Fusion
Spine · 2014
129
cited
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks
Journal of Chemical Information and Modeling · 2018
127
cited
Outcomes of Percutaneous and Paddle Lead Implantation for Spinal Cord Stimulation: A Comparative Analysis of Complications, Reoperation Rates, and Health‐Care Costs
Neuromodulation (Malden, Mass.) · 2013
109
cited
The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures
LAW@ACL · 2019
105
cited
Effect of advancing age on outcomes of deep brain stimulation for Parkinson disease.
JAMA Neurology · 2014
101
cited
Spinal Surgery: Variations in Health Care Costs and Implications for Episode-Based Bundled Payments
Spine · 2014
85
cited
Predictors and Rates of Delayed Symptomatic Hyponatremia after Transsphenoidal Surgery: A Systematic Review [corrected].
World Neurosurgery · 2016
68
cited
Spinal Meningeal Diverticula in Spontaneous Intracranial Hypotension: Analysis of Prevalence and Myelographic Appearance
American Journal of Neuroradiology · 2013
65
cited
Intrasellar abscess following pituitary surgery
Pituitary · 2015
61
cited
Text mining for processing conditions of solid-state battery electrolytes
Electrochemistry communications · 2020
61
cited
Coiling Versus Microsurgical Clipping in the Treatment of Unruptured Middle Cerebral Artery Aneurysms: A Meta-Analysis
Neurosurgery · 2018
60
cited
DATT: Deep Adaptive Trajectory Tracking for Quadrotor Control
Conference on Robot Learning · 2023
49
cited
Complications after transsphenoidal surgery for patients with Cushing's disease and silent corticotroph adenomas.
Neurosurgical Focus · 2015
48
cited
Real-time vision-based surgical tool segmentation with robot kinematics prior
International Symposium on Medical Robotics · 2018
48
cited
Manufacturing scalability implications of materials choice in inorganic solid-state batteries
Joule · 2021
44
cited
The Neurocritical and Neurosurgical Care of Subdural Hematomas
Neurocritical Care · 2016
43
cited
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