Georgios Margaritis
Georgios Margaritis
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Recent & Upcoming Talks
2025
Holistic Artificial Intelligence in Medicine; improved performance and explainability
With the increasing interest in deploying Artificial Intelligence in medicine, our group previously introduced HAIM (Holistic AI in …
Oct 27, 2025 1:00 PM
INFORMS Annual Meeting 2025
Periklis Petridis
,
Georgios Margaritis
,
Vasiliki Stoumpou
,
Dimitris Bertsimas
PDF
2023
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
Global Optimization Using Maching Learning
Many approaches for addressing Global Optimization problems typically rely on relaxations of nonlinear constraints over specific …
May 29, 2023 12:00 AM
SIAM Conference on Optimization (OPT23)
Dimitris Bertsimas
,
Georgios Margaritis
PDF
Slides
2022
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
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