Sotabase

Career

· Teaching Assistant, New York University2023–2025
· Research Mentor, New York University2022–2025
· PhD Student in Data Science, New York University2021–
· Section Leader and Grader, Carnegie Mellon University2020–2020
· Research Assistant, Carnegie Mellon University2019–2021
· BSc in Electrical and Computer Engineering with a major in Mathematical Sciences, Carnegie Mellon University2017–2021
· Winter Intern, DJI (Da Jiang Innovations)2017–

Publications (38)

Health system-scale language models are all-purpose prediction engines
Nature · 2023
406
cited
Medical large language models are vulnerable to data-poisoning attacks
Nature Medicine · 2025
122
cited
Longitudinal deep neural networks for assessing metastatic brain cancer on a large open benchmark
Nature Communications · 2024
19
cited
Methods and Impact for Using Federated Learning to Collaborate on Clinical Research
Neurosurgery · 2022
18
cited
Pooling in Graph Convolutional Neural Networks
Asilomar Conference on Signals, Systems and Computers · 2019
15
cited
Generalization in Healthcare AI: Evaluation of a Clinical Large Language Model
arXiv.org · 2024
11
cited
Automated, Scalable and Generalizable Deep Learning for Tracking Cortical Spreading Depression Using EEG
International IEEE/EMBS Conference on Neural Engineering · 2021
5
cited
Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction
arXiv.org · 2022
4
cited
Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section
Annual Meeting of the Association for Computational Linguistics · 2023
3
cited
MedG-KRP: Medical Graph Knowledge Representation Probing
arXiv.org · 2024
3
cited
Intriguing Effect of the Correlation Prior on ICD-9 Code Assignment
Annual Meeting of the Association for Computational Linguistics · 2023
2
cited
754 Prediction of 30-day All-Cause Readmission of Neurosurgery Patients Using Large Language Models
Neurosurgery · 2024
1
cited
BPQA Dataset: Evaluating How Well Language Models Leverage Blood Pressures to Answer Biomedical Questions
arXiv.org · 2025
1
cited
Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification
Asilomar Conference on Signals, Systems and Computers · 2020
1
cited
Generalist Foundation Models Are Not Clinical Enough for Hospital Operations
arXiv.org · 2025
1
cited
227 Spine-tuned Natural Language Models and Bespoke Regular Expression Classifiers for Automated Spinal Surgery Registry Development
Neurosurgery · 2024
316 Neurosurgical Federated Learning: A Multi-Center Collaboration to Detect Intracranial Hemorrhage Without Directly Sharing Data
Neurosurgery · 2023
Enhancing the prediction of hospital discharge disposition with extraction-based language model classification
npj Health Systems · 2026
Refining Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models
arXiv.org · 2024
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Lavender Jiang | Researcher Profile | Sotabase | Sotabase