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Integrating Electronic Health Records into Clinical Workflow

Svetlana Z. Lowry, Mala Ramaiah, Emily S. Patterson, David Brick, Ayse P. Gurses, Ant Ozok, Debora Simmons, Michael C. Gibbons
2014 Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care  
ii Acknowledgments The authors gratefully acknowledge the intellectual contributions from the following reviewers: • Michael A.  ...  Officer, Office of the  ...  Acknowledgments The authors gratefully acknowledge the intellectual contributions from the following reviewers: •  ... 
doi:10.1177/2327857914031028 fatcat:zcesew7vhrejjbcdgt3qg5fhki

Advanced workflow management technologies

Gregory Alan Bolcer, Richard N. Taylor
1998 Software Process: Improvement and Practice  
Process, workflow, and groupware projects both in the commercial and research worlds have each approached the problem of human communication and coordination with different sets of tools and technologies  ...  Electronic information coming to the individual and into the corporation is becoming increasingly unmanageable.  ...  The authors would like to acknowledge the members of the UCI EDCS projects, particularly Roy Fielding, Jim Whitehead, Ken Anderson, Peyman Oreizy, and Rohit Khare in addition to the Endeavors project team  ... 
doi:10.1002/(sici)1099-1670(199809)4:3<125::aid-spip100>;2-j fatcat:qvpqnaalrncevepn4psozu7syy

Workflow agents versus expert systems: Problem solving methods in work systems design

William J. Clancey, Maarten Sierhuis, Chin Seah
2009 Artificial intelligence for engineering design, analysis and manufacturing  
A work practice simulation facilitates designing workflow tools that appropriately interact with the physical and organizational context in which work occurs.  ...  As programs becoming actors in the workplace, we need to develop systems that help people to understand the limitations of the models that drive the automated operations, which means in part detecting  ...  Thus a tool can be designed to fit the work practice, and then extracted from the simulation and deployed as an agent-based workflow system.  ... 
doi:10.1017/s0890060409990059 fatcat:6b2533jw7jbarmw24vbmscvqve

Technology and Tools for Comprehensive Business Process Lifecycle Management [chapter]

Dimitrios Georgakopoulos, Aphrodite Tsalgatidou
1998 Workflow Management Systems and Interoperability  
The lifecycle of a business process involves everything from capturing the process in a computerized representation to automating the process.  ...  Furthermore, new concepts and interoperating tools in these categories are emerging to provide comprehensive support for managing the entire business process lifecycle.  ...  Huff and H. Sinha contributed in earlier versions of Sections 0, 0, and 0. The members of the GTE GISP Workflow Strategy team influenced many aspects of the discussion in this paper.  ... 
doi:10.1007/978-3-642-58908-9_16 fatcat:f33c6iekv5gzdpo44jxqlv3oze

A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations [article]

Josua Krause, Aritra Dasgupta, Jordan Swartz, Yindalon Aphinyanaphongs, Enrico Bertini
2017 arXiv   pre-print
Human-in-the-loop data analysis applications necessitate greater transparency in machine learning models for experts to understand and trust their decisions.  ...  To this end, we propose a visual analytics workflow to help data scientists and domain experts explore, diagnose, and understand the decisions made by a binary classifier.  ...  It was conducted under the Laboratory Directed Research and Development Program at PNNL, a multi-program national laboratory operated by Battelle. Battelle operates PNNL for the U.S.  ... 
arXiv:1705.01968v3 fatcat:jcmzvjhytjg6lhvwnudsbf5hla

D6.1 - A workflow and checklist for experimental design and informatics workflow for risk assessment for use in WP9

Haralambos Sarimveis, Irene Liampa, Periklis Tsiros, Philip Doganis, Pantelis Karatzas, Dimitra-Danai Varsou, Nathan Bossa, Iseult Lynch
2020 Zenodo  
Additionally, we present checklists and best practices for the most efficient use of the tools and workflows, as well as optimal combinations of these tools for performing RA for NMs.  ...  In this deliverable (D6.1) we describe a number of computationally oriented tools and methodologies that can be used for exposure modelling, hazard prediction and eventually for RA.  ...  modelling is a key step in the RA workflow, and its main aim is to characterize the relationship between the exposures and the observed adverse outcome [13] and eventually estimate human health guidance  ... 
doi:10.5281/zenodo.3603100 fatcat:tfmfi4w7pbd2jg2nwcadwcuenm

Computational Workflow Optimization for Magnetic Fluctuation Measurements of 3D Nano-Tetrapods

Jonathan Pieper, Jens Müller, Michael Huth
2021 Zenodo  
During the measurements, utmost efforts were employed to exemplify current best research practices.  ...  The hysteresis loops reveal distinct differences in subsequently measured loops with identical initial experimental parameters, originating from the nano–magnet's magnetic noise.  ...  Acknowledgements this project possible in the first place. Complementary, I wish to thank Lucas Keller and Fabrizio Porrati for the collaboration in the growth of the nanostructures.  ... 
doi:10.5281/zenodo.5760260 fatcat:bprbbeqlmndjvkng2mloe7fxfm

From Raw Data to FAIR Data: The FAIRification Workflow for Health Research

A. Anil Sinaci, Francisco J. Núñez-Benjumea, Mert Gencturk, Malte-Levin Jauer, Thomas Deserno, Catherine Chronaki, Giorgio Cangioli, Carlos Cavero-Barca, Juan M. Rodríguez-Pérez, Manuel M. Pérez-Pérez, Gokce B. Laleci Erturkmen, Tony Hernández-Pérez (+2 others)
2020 Methods of Information in Medicine  
Therefore, researchers may benefit in the coming years from a common framework that supports the proposed FAIRification workflow applied to health datasets.  ...  These requirements have been elicited after analyzing the FAIRification workflow from different perspectives: technical barriers, ethical implications, and legal framework.  ...  Aguayo-Canela, with a file number GA82466 in Seville, September 25, 2018.  ... 
doi:10.1055/s-0040-1713684 pmid:32620019 fatcat:a7mpkludszd5zauhy2nivhhbou

Business Process Management Demystified: A Tutorial on Models, Systems and Standards for Workflow Management [chapter]

Wil M. P. van der Aalst
2004 Lecture Notes in Computer Science  
The focus of these systems was on "getting the system to work" and support for enactment and ARIS PPM extracts information from audit trails (i.e., information logged during the execution of cases) and  ...  BAM creates a number of scientific and practical challenges (e.g., which processes can be discovered and how much data is needed to provide useful information).  ...  The author and the associated institutions assume no legal liability or responsibility for the accuracy and completeness of any information about XPDL or any of the other standards/products mentioned in  ... 
doi:10.1007/978-3-540-27755-2_1 fatcat:ibmlyce4qzce5j63gkzizyhonm

ConTracts - A Low-Level Mechanism for Building General-Purpose Workflow Management-Systems

Andreas Reuter, Friedemann Schwenkreis
1995 IEEE Data Engineering Bulletin  
Letters, conference information, and news should be sent to the Editor-in-Chief. Papers for each issue are solicited by and should be sent to the Associate Editor responsible for the issue.  ...  Membership in the TC on Data Engineering is open to all current members of the IEEE Computer Society who are interested in database systems.  ...  Acknowledgments The Process Handbook is a team project. A number of researchers are working on and have made significant contributions in the various areas of the project.  ... 
dblp:journals/debu/ReuterS95 fatcat:42m7sgkjwve4vaxr3u4ub6ntoa

D5.1 Operator Cost Estimation and Workflow Optimisation Technology V1

Project Consortium Members
2020 Zenodo  
to a physical one to be deployed in the available computer clusters and Big Data platforms.  ...  Finding in a timely fashion the right plan that is both efficient and cost effective is not trivial.  ...  It is a simple, elegant algorithm that enables to extract distinct counts using limited memory and a simple error approximation formula.  ... 
doi:10.5281/zenodo.4034108 fatcat:t22h4qqgjfbsporpl4zkf5c2qm

An approach for pipelining nested collections in scientific workflows

Timothy M. McPhillips, Shawn Bowers
2005 SIGMOD record  
These 18 people are providing a truly valuable service to readers, to authors, and to reviewers.  ...  Moreover, he thanks Gianluigi Greco for his recent contribution to the weighted extension, and Alfredo Mazzitelli for his valuable work in designing and implementing the tools for experiments.  ...  Data provenance has been studied from both theoretical [17] and practical perspectives by the database community.  ... 
doi:10.1145/1084805.1084809 fatcat:sgtpcat7vzc3veb4dx2jgskpte

RadStream: An interactive visual display of radiology workflow for delay detection in the clinical imaging process

Felwa Abukhodair, Khalid Khashoggi, Tim O'Connell, Chris Shaw
2017 2017 IEEE Workshop on Visual Analytics in Healthcare (VAHC)  
I worked closely with radiology staff to analyze the department workflow and classify the analytical tasks required by domain experts in order to inform the design of the tool.  ...  Working with radiology staff, we seek to provide a tool to help monitor and improve radiology department workflow in order to increase efficiency and productivity and ensure the delivery of timely clinical  ...  RadStream Cannot Eliminate the need for a human analyst Another observation related to the previous one, is the need for a human analyst to observe the problem area in real life to answer the granular  ... 
doi:10.1109/vahc.2017.8387543 dblp:conf/vahc/AbukhodairKOS17 fatcat:2xf4zvrb25a4tozitcthyszuzu

BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration [article]

Laurens Martin Tetzlaff
2022 arXiv   pre-print
Despite its successes, mental frameworks to capture and represent machine learning workflows in a consistent and coherent manner are lacking.  ...  Confronting the shortcomings with respect to consistent and coherent modeling of ML workflows in a technology independent and interoperable manner, we extend BPMN's Meta-Object Facility (MOF) metamodel  ...  a limitation and opportunity for future research.  ... 
arXiv:2208.02030v1 fatcat:chga7clidfe27jwjkyy73wkmsi

Multi-agent Approach for Managing Workflows in an Inter-Cloud Environment [chapter]

Sofiane Bendoukha
2014 Lecture Notes in Computer Science  
Furthermore, agents and workflows provide intuitive and powerful concepts to bring more intelligence and structure to the Cloud system.  ...  Designing, building and managing Cloud systems and applications running in the Cloud are challenging issues.  ...  To see how the Ctt is used in practice, a Cloud-based workflow architecture is introduced (see Section 10.2.5).  ... 
doi:10.1007/978-3-319-06859-6_48 fatcat:bhimsecfh5fgxgmoff4iaaakt4
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