Welcome to the ORAHS International Seminar Series!
Our next seminar on OR applied to Health Services is scheduled for October 29th.
The ORAHS International Seminar Series aims to provide state-of-the-art research talks for scholars worldwide who are active in the nexus of OR/OM and healthcare applications. We believe these seminars will prepare and support graduate students and researchers who are active in the field with the newest research conducted worldwide. Moreover, they provide opportunities for academic members to get acquainted and find possible future collaborations.
How to join?
The seminars are planned monthly, every last Tuesday of the month, via Zoom in the late afternoon (Europe), morning (US), or evening (Asia/Pacific).
Register now!
You can register here for the upcoming seminar on October 29th 2024.
Upcoming seminars
October 29th, 16:00-17:00 CEST - Prof. Peter vanberkel (Dalhousie university, Canada) - Using Machine Learning to Develop Guidelines for Identifying Patients Who May Leave an Emergency Department Without Being Seen
Title Using Machine Learning to Develop Guidelines for Identifying Patients Who May Leave an Emergency Department Without Being Seen.
Abstract Patients who seek care in an Emergency Department (ED) may ultimately choose to leave without being seen by a physician. This occurrence is labeled “left without being seen” (LWBS). Patients who LWBS are at risk and may experience clinical deterioration related to delayed diagnosis or treatment. Identifying which patients are more likely to LWBS (and intervening) prevents adverse outcomes. In this study, our goal is to create a rules based guide to proactively identify patients at risk of LWBS that can be used by staff in real time. Descriptive statistics and several machine learning models identify the most important features and their typical ranges. Thresholds values for these feature combinations are determined and form the foundation for the guide which is designed to fit a single piece of paper. The guide was developed using data from the Pediatric ED at IWK Health in Halifax, Nova Scotia, Canada.
Bio Peter T. Vanberkel is a Professor of Industrial Engineering and the Associate Dean Research in the Faculty of Engineering at Dalhousie University. His research involves improving healthcare operations using stochastic operational research and machine learning. This research has involved local partners such as Nova Scotia Health, IWK Health, and Emergency Medical Care Inc, and national and international collaborations such as the British Columbia Cancer Agency, and Netherlands Cancer Institute – Antoni van Leeuwenhoek Hospital.
Dr. Vanberkel’s research is funded by Mitacs, NSERC, CIHR, and others. He is the guest editor of Developing flexible health services systems and alternative care pathways in a post-pandemic World, a special issue of the journal Information Systems and Operational Research.
Registration You can register soon for the upcoming seminar on October 29th 2024.
Seminar archive
Recordings of our previous seminar talks are available below.
- September 24th 2024: Prof. Dimitris Bertsimas, Massachusetts Institute of Technology, USA. The R.O.A.D. to precision medicine. The recording of the talk can be found here.
- June 25th 2024: Dr. Derya Demirtas, University of Twente, NL. Unlocking the Value of Extensive Data: Estimating spatial cardiac arrest risk to guide resource allocation decisions. The recording of the talk can be found here.
- May 28th 2024: Prof. Dionne Aleman, University of Toronto, Canada. Pandemic planning from A (agent-based simulation) to V (vaccine prioritization). The recording of the talk can be found here.
- April 30th 2024: Prof. Mónica Oliveira, University of Lisbon, Portugal. Advancing collaborative value modeling in health settings: From applications to novel tools. The recording of the talk can be found here.
- March 19th 2024: Dr. Ana María Anaya-Arenas, Université du Québec à Montréal, Canada. The Biomedical Sample Transportation Problem: routing commodities with very short lifespan. The recording of the talk will be uploaded soon.
- February 27th 2024: Prof. Christine Currie, University of Southampton, UK. A Generalisable Digital Twin Simulation Model of an Emergency Department. The recording of the talk can be found here.
- January 30th 2024: Prof. Vedat Verter, Queens University, Canada. Nurse Workload Balancing Using Real-Time Location Data. The recording of the talk can be requested via email.
- November 28th 2023: Dr. Melanie Reuter, University of Twente, NL. SPELL: Supporting emergency services with OR- and AI-based approaches.
- October 17th 2023: Prof. Nadia Lahrichi, Polytechnique Montreal, Canada. Integrating bed use and patient selection to the master surgical planning in the OR. The recording of the talk can be found here.
- September 26th 2023: Prof.Em. Warren Powell, Princeton University, USA. A Universal Framework for Sequential Decision Problems in Health Applications. The recording of the talk can be found here.
- June 27th 2023: Dr. Ana Viana, Polytechnic of Porto, Portugal. Kidney Exchange Programmes: a guided tour from 2004 to 2023. The recording of the talk can be found here, and the corresponding slides here.
- May 30th 2023: Prof. Brian Denton, University of Michigan, MI, USA. Predictive and Prescriptive Models for Early Detection of Prostate Cancer. The recording of the talk can be found here.
- April 25th 2023: Dr. Gréanne Leeftink, University of Twente, NL. Capacity sharing in neonatal care networks. The recording of the talk can be found here.
- March 28th 2023: Prof. Lerzan Örmeci, Koç University, Turkey. Appointment Scheduling with Patient Preferences. The recording of the talk can be found here.
- February 28th 2023: Prof. Jens Brunner, University of Augsburg, Germany. Resident scheduling in teaching hospitals with the use of quantitative methods. The recording of the talk can be found here.
- January 31st 2023: Prof. Retsef Levi, MIT, USA. Analytics Driven Innovation in Health Systems. The recording of the talk can be found here.
- December 6th 2022: Prof. Richard Boucherie, University of Twente, NL. Dynamic assignment of capacity and fair balancing of COVID-19 patients over hospitals. The recording of the talk can be found here.
- November 11th 2022: Prof. Margaret Brandeau, Stanford University, USA. Replacing Complex Models for Health Decision Making with Metamodels: Three Examples. The recording of the talk can be found here.
- October 4th 2022 (joint seminar with WORMS): Prof. Sonya Crowe and Dr. Zella King, University College London, UK. Using OR to make real-time aggregated predictions of hospital admission for emergency patients. The recording of the talk can be found here.
- June 28th 2022: Prof. Paul Harper and Michalis Panayides, Cardiff University, UK. Modelling Healthcare Behaviours: A Game Theoretic Model Between Emergency Departments and Emergency Medical Services Queueing Systems. The recording of the talk can be found here.
- May 31st 2022: Prof. Stefan Nickel, Karlsruhe Institute of Technology, Germany. Health Care Logistics in EMS: A real world case combining Analytics, Simulation and Optimization. The recording of the talk can be found here.
Organizing committee
The ORAHS international seminar series is organized by Amin Asadi, Aleida Braaksma, Derya Demirtas, Daniela Guericke, Gréanne Leeftink, Janusz Meylahn, Sebastian Rachuba, and Anne Zander of the CHOIR research center of the University of Twente (The Netherlands). For questions and inquiries feel free to reach out to us via email.
The ORAHS international seminar series is supported by its advisory board, consisting of Richard Boucherie (University of Twente, The Netherlands), and Erwin Hans (University of Twente, the Netherlands), and the ORAHS board.