Program for stream Health Care Management

WB-17: Emergency Medical Services
Stream: Health Care Management
Room: 20.30 SR -1.011
Chair(s): Melanie Reuter-Oppermann

• Evaluation of EMS Location Models using Response Time Distribution Functions and (Conditional) Value at Risk
  Isabel Wiemer, Matthias Grot, Brigitte Werners
• Time-dependent ambulance allocation for EMS decision support
  Matthias Grot
• Simulation-based location optimization of ambulance stations
  Johanna Schneider, Michael Moos, Jennifer Werner, Neele Leithäuser

WC-17: Transportation and Routing
Stream: Health Care Management
Room: 20.30 SR -1.011
Chair(s): Teresa Melo

• Simulation-optimisation framework for analysing patient transport planning in case of mass casualty incidents
  Florentina Hager, Melanie Reuter-Oppermann
• Consistent nurse-patient assignment for home healthcare services with nurse absences
  Bruno Albert Neumann Saavedra, Marlin Wolf Ulmer
• Less is more: A simulation-based inferential statistical analysis of subsequent steps in triage algorithms
  Melina Ruf, Jens Brunner, Christina Bartenschlager

WE-17: Machine Learning and Data-Driven Approaches
Stream: Health Care Management
Room: 20.30 SR -1.011
Chair(s): Marlin Wolf Ulmer

• A retrospective evaluation of score-based ex-post triage policies during the COVID-19 pandemic: Simulation study by real-world intensive care data
  Christina Bartenschlager
• Beyond the average: An alternative to Federated Averaging in Federated Machine Learning-based digital COVID-19 diagnosis under consideration of missing data
  Elion Shala, Jens Brunner, Christina Bartenschlager
• DENLU and leaky stanh: new activations in Machine Learning with healthcare applications in binary classification
  Milena Grieger, Christina Bartenschlager
• Data-Driven treatment policies for Dialysis patients
  Manoj Kumar, Deepa Usulumarty, Ravi Brambhatt, Viswanath Billa, Narayan Rangaraj, Santosh Noronha

TC-17: Staff planning
Stream: Health Care Management
Room: 20.30 SR -1.011
Chair(s): Katja Schimmelpfeng

• Integrated Personnel and Task Planning
  Gerriet Fuchs, Katja Schimmelpfeng
• A column generation approach for integrated surgery and staff scheduling in operating theatres on the operational level
  Stefanie Ebel, Jens Brunner, Thomas Koperna
• An approach for automated vacation planning in hospitals under consideration of employee satisfaction
  Markus Schüller, Jens Brunner
• Minimizing Employee Contacts in Rosters during Pandemic Times
  Bastian Amberg, David Sayah, Boris Amberg

FA-17: Decision Support Systems
Stream: Health Care Management
Room: 20.30 SR -1.011
Chair(s): Michael Moos

• Multi-objective optimisation for constructing cyclic appointment schedules for elective and urgent patients
  Tine Meersman
• Timeslot allocation for waiting list control
  Theresia van Essen, Yanna van der Vlugt, Mijke Carlier
• Web-based prevention and treatment of adjustment disorders after life-threatening cardiovascular events
  Oliver Werth, Nurefsan Demirbuga, Michael H. Breitner
• Digitally assisted resilience building
  Michael Moos, Alexander Scherrer, Tobias Zimmermann, Lisa von Boros, Donya Gilan, Isabella Helmreich, Friederike Koehler, Sarah Schaefer, Oliver Tuescher, Tabea Werner, Michele Wessa, Federico Zappala