Development and Description of a Synthetic, High-Fidelity, Emergency Department Patient Dataset for the Evaluation of Healthcare IT Products

Author(s):  
David LaVergne ◽  
Sabrina Casucci ◽  
Nicolette McGeorge ◽  
Theresa Guarrera-Schick ◽  
Lindsey Clark ◽  
...  

Developing novel interfaces for high-risk situations, such as the Emergency Department, requires a sufficient quantity of detailed patient data to support usability and evaluation activities, yet patient privacy restrictions often prevent the use of actual patient data for these activities. We developed a synthetic dataset to provide a suitable alternative to the use of actual patient data that can be integrated into a variety of research activities. The Emergency Department Information Systems (EDIS) Dataset was developed through close collaboration of experts in Emergency Medicine, Human Factors, and Systems Engineering and provides an ecologically valid set of data for 54 patients, treated in an Emergency Department operating at steady-state, with realistic patient loads and flow. The dataset includes both static and dynamic data for each patient case over a 500-minute time period. A sample application of the dataset is provided to demonstrate how the dataset was used to support the design and evaluation of novel EDIS interface displays and its potential adaptation for future HIT research. This dataset provides a readily adaptable alternative to researchers in need of synthetic patient data to support HIT research and development activities. The EDIS dataset and supporting material are freely available through the University at Buffalo Institutional Repository and can be directly accessed with the URL: hdl.handle.net/10477/75188 .

2019 ◽  
Vol 12 (1) ◽  
pp. 7-20
Author(s):  
Péter Telek ◽  
Béla Illés ◽  
Christian Landschützer ◽  
Fabian Schenk ◽  
Flavien Massi

Nowadays, the Industry 4.0 concept affects every area of the industrial, economic, social and personal sectors. The most significant changings are the automation and the digitalization. This is also true for the material handling processes, where the handling systems use more and more automated machines; planning, operation and optimization of different logistic processes are based on many digital data collected from the material flow process. However, new methods and devices require new solutions which define new research directions. In this paper we describe the state of the art of the material handling researches and draw the role of the UMi-TWINN partner institutes in these fields. As a result of this H2020 EU project, scientific excellence of the University of Miskolc can be increased and new research activities will be started.


Author(s):  
Major David J. Barnhart ◽  
Dr. Tanya Vladimirova ◽  
Dr. Alex Ellery ◽  
Dr. Vaios J. Lappas ◽  
Dr. Craig I. Underwood ◽  
...  

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
C. L. Downey ◽  
J. Bentley ◽  
H. Pandit

Abstract Background Time out of clinical training can impact medical trainees’ skills, competence and confidence. Periods of Out of Programme for Research (OOPR) are often much longer than other approved mechanisms for time of out training. The aim of this survey study was to explore the challenges of returning to clinical training following OOPR, and determine potential solutions. Methods All current integrated academic training (IAT) doctors at the University of Leeds (United Kingdom) and previous IAT trainees undertaking OOPR in the local region (West Yorkshire, United Kingdom)(n = 53) were invited to complete a multidisciplinary survey. Results The survey was completed by 33 participants (62% response rate). The most relevant challenges identified were completing the thesis whilst transitioning back to clinical work, the rapid transition between full-time research and clinical practice, a diminished confidence in clinical abilities and isolation from colleagues. Potential solutions included dedicated funds allocated for the renewal of lapsed skills, adequate notice of the clinical rotation to which trainees return, informing clinical supervisors about the OOPR trainee returning to practice and a mandatory return to standard clinical days. Conclusions Addressing these issues has the potential to improve the trainee experience and encourage future trainees to take time out of training for research activities.


Author(s):  
Joanne Huang ◽  
Zahra Kassamali Escobar ◽  
Todd S. Bouchard ◽  
Jose Mari G. Lansang ◽  
Rupali Jain ◽  
...  

Abstract The MITIGATE toolkit was developed to assist urgent care and emergency departments in the development of antimicrobial stewardship programs. At the University of Washington, we adopted the MITIGATE toolkit in 10 urgent care centers, 9 primary care clinics, and 1 emergency department. We encountered and overcame challenges: a complex data build, choosing feasible outcomes to measure, issues with accurate coding, and maintaining positive stewardship relationships. Herein, we discuss solutions to challenges we encountered to provide guidance for those considering using this toolkit.


2010 ◽  
Vol 28 (3) ◽  
pp. 611-631 ◽  
Author(s):  
Jin H. Han ◽  
Amanda Wilson ◽  
E. Wesley Ely

2017 ◽  
Vol 18 (3) ◽  
pp. 410-418 ◽  
Author(s):  
Benjamin A. White ◽  
Brian J. Yun ◽  
Michael H. Lev ◽  
Ali S. Raja

2015 ◽  
Vol 1762 ◽  
Author(s):  
Jeno Balogh ◽  
Sandra Haynes ◽  
Aaron Brown

ABSTRACTThis paper presents the impact of three undergraduate research projects focusing on constructability assessment of adhesive-based wood-concrete composite structural members, on a solar heating technology that can be utilized in conjunction with this system and how these projects relate to engineering education and program development at Metropolitan State University of Denver (MSU Denver). The sustainable structures topic was pursued within senior project classes offered in summer 2013 and 2014 at MSU Denver. The first project addressed new members, while the second dealt with retrofits. These projects were motivated by faculty research in developing new sustainable construction systems using composites. Since underlining faculty research is on an international scale, students had direct access to researchers world-wide. Such research was used as an instrument in the “Experimental Methods in Structural Engineering” course. The students were also exposed to a broader-range of diverse ideas within the field of research by attending an international conference on timber bridges. The solar furnace project was run in parallel, providing students an opportunity to conduct research targeted at design and performance optimization of the heating units with the intention to assess the benefits of incorporating these devices into future buildings using the sustainable structural system technology. Experiences gained through the undergraduate research activities were applied in the design of a proposed Sustainable Systems Engineering degree program.


2008 ◽  
Vol 23 (4) ◽  
pp. 346-353 ◽  
Author(s):  
Jeffrey M. Franc-Law ◽  
Michael Bullard ◽  
F. Della Corte

AbstractIntroduction:Currently, there is no widely available method to evaluate an emergency department disaster plan. Creation of a standardized patient data- base and the use of a virtual, live exercise may lead to a standardized and reproducible method that can be used to evaluate a disaster plan.Purpose:A virtual, live exercise was designed with the primary objective of evaluating a hospital's emergency department disaster plan. Education and training of participants was a secondary goal.Methods:A database (disastermed.ca) of histories, physical examination findings, and laboratory results for 136 simulated patients was created using information derived from actual patient encounters.The patient database was used to perform a virtual, live exercise using a training version of the emergency department's information system software.Results:Several solutions to increase patient flow were demonstrated during the exercise. Conducting the exercise helped identify several faults in the hospital disaster plan, including outlining the important rate-limiting step. In addition, a significant degree of under-triage was demonstrated. Estimates of multiple markers of patient flow were identified and compared to Canadian guidelines. Most participants reported that the exercise was a valuable learning experience.Conclusions:A virtual, live exercise using the disastermed.ca patient database was an inexpensive method to evaluate the emergency department disaster plan. This included discovery of new approaches to managing patients, delineating the rate-limiting steps, and evaluating triage accuracy. Use of the patient timestamps has potential as a standardized international benchmark of hospital disaster plan efficacy. Participant satisfaction was high.


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