Rodney A. Gabriel

Fair compute loads enabled by blockchain: sharing models by alternating client and server roles

2018 · 69 Zit. · Journal of the American Medical Informatics Association

Addition of dexamethasone to prolong peripheral nerve blocks: a ChatGPT-created narrative review

2023 · 17 Zit. · Regional Anesthesia & Pain Medicine

Artificial Intelligence and a Pandemic: an Analysis of the Potential Uses and Drawbacks

2021 · 17 Zit. · Journal of Medical Systems

How large language models can augment perioperative medicine: a daring discourse

2023 · 15 Zit. · Regional Anesthesia & Pain Medicine

Tracking persistent postoperative opioid use: a proof-of-concept study demonstrating a use case for natural language processing

2023 · 15 Zit. · Regional Anesthesia & Pain Medicine

Improving case duration accuracy of orthopedic surgery using bidirectional encoder representations from Transformers (BERT) on Radiology Reports

2023 · 14 Zit. · Journal of Clinical Monitoring and Computing

Development and benchmarking of machine learning models to classify patients suitable for outpatient lower extremity joint arthroplasty

2023 · 12 Zit. · Journal of Clinical Anesthesia

A Review of Leveraging Artificial Intelligence to Predict Persistent Postoperative Opioid Use and Opioid Use Disorder and its Ethical Considerations

2025 · 11 Zit. · Current Pain and Headache Reports

Recommendations for disclosure of artificial intelligence in scientific writing and publishing: a regional anesthesia and pain medicine modified Delphi study

2025 · 9 Zit. · Regional Anesthesia & Pain Medicine

Constructing synthetic datasets with generative artificial intelligence to train large language models to classify acute renal failure from clinical notes

2024 · 7 Zit. · Journal of the American Medical Informatics Association

Leveraging Large Language Models to Enhance Emotional Intelligence Training in Anesthesiology

2025 · 2 Zit. · Anesthesiology

Improving postoperative length of stay forecasting with retrieval-augmented prediction

2025 · 2 Zit. · Journal of the American Medical Informatics Association

Classification of Surgical Patients Needing Preoperative Cardiac Evaluations: A Comparison of General-Purpose and Domain-Specific Large Language Models

2025 · 1 Zit. · Anesthesia & Analgesia

Improving Case Duration Accuracy of Orthopedic Surgery Using Bidirectional Encoder Representations from Transformers (BERT) on Radiology Reports

2023 · 1 Zit. · Research Square

Prompt-engineering improves clinical safety of large language models for opioid equipotency conversion

2026 · 0 Zit. · medRxiv