Natural Language Processing

Robust and Adaptive Optimization Under a Large Language Model Lens
A novel approach combining robust optimization with large language models to enhance decision-making under uncertainty with improved interpretability.
Dimitris Bertsimas, Georgios Margaritis
arXiv
Automated Data Extraction for Clinical Databases using Natural Language Processing
Electronic health records (EHRs) are rich sources of multimodal clinical data, yet remain underutilized due to their largely …
Oct 16, 2023 10:00 AM INFORMS Annual Meeting 2023
Georgios Margaritis, Periklis Petridis, Dimitris Bertsimas, Robert Habib, David Shahian, Agni Orfanoudaki
Slides
Automated Data Extraction for Clinical Databases using Natural Language Processing
Cardiothoracic surgery departments and clinics in the US rely on central agencies, such as the Society of Thoracic Surgeons (STS), to …
Oct 15, 2022 10:00 AM Future of OR workshop - INFORMS Annual Meeting 2022
Dimitris Bertsimas, Agni Orfanoudaki, Periklis Petridis, George Margaritis
Slides