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Evaluation of ML-Based Clinical Decision Support Tool to Replace an Existing Tool in an Academic Health System: Lessons Learned

Myung Woo, Brooke Alhanti, Sam Lusk, Felicia Dunston, Stephen Blackwelder, Kay S. Lytle, Benjamin A. Goldstein, Armando Bedoya
2020 Journal of Personalized Medicine  
The primary objective of this paper is to recount our experiences and challenges in comparing a novel machine learning-based clinical decision support tool to legacy, non-machine learning tools addressing  ...  We collected and compared safety events data, specifically patient falls and pressure injuries, between the standard of care approach and machine learning (ML)-based clinical decision support (CDS).  ...  Nurses received Epic clinical decision support in the form of a best practice advisory reminding them to start a fall risk prevention or pressure injury (ulcer) care plan for the patient.  ... 
doi:10.3390/jpm10030104 pmid:32867023 fatcat:e4h4qypafbf45p6xxruwitoycy

Planning Theory or Planning Theories? The Hydra Model and its Implications for Planning Education

António Ferreira, Olivier Sykes, Peter Batey
2009 Journal for Education in the Built Environment  
Through a consideration of contributions from several academics, it is shown that different theoretical standpoints in planning persist and coexist.  ...  This model views planning as a discipline in which several standpoints maintain a competitive interaction.  ...  be supported by the decision-makers.  ... 
doi:10.11120/jebe.2009.04020029 fatcat:6vy6trw6pzbedjmaoqwdvqvhoa

SOFTWARE RELEASE PLANNING [chapter]

GÜNTHER RUHE
2005 Handbook Of Software Engineering And Knowledge Engineering  
support and degree of validation in industry.  ...  One of these approaches, EVOLVE, will be analysed in detail. CCS Concepts • Software and its engineering➝Software creation and management➝Software post-development issues➝Software evolution.  ...  support and degree of validation in industry.  ... 
doi:10.1142/9789812775245_0013 fatcat:vfrrud27lzfclfch766pardlee

Software release planning

Xavier Franch, Guenther Ruhe
2016 Proceedings of the 38th International Conference on Software Engineering Companion - ICSE '16  
support and degree of validation in industry.  ...  One of these approaches, EVOLVE, will be analysed in detail. CCS Concepts • Software and its engineering➝Software creation and management➝Software post-development issues➝Software evolution.  ...  support and degree of validation in industry.  ... 
doi:10.1145/2889160.2891051 dblp:conf/icse/FranchR25 fatcat:rpobdhfxn5cybdqwwmmndlepae

Financial Planning for Libraries (Book Review)

Gary M. Shirk
1984 College and Research Libraries  
In an age when personal computers are becoming commonplace in dormitory rooms, instructional literature research guides may need to take on a considerably different form.  ...  Unsure about where information technology belongs in library instruction, Pritchard and Scott narrowly define its possibilities and confine it safely to the discretion of the librarian expert.  ...  The article ends with a brief discussion of "Decision Support Systems" (DSS) and a model for a DSS to support decisions in an academic library.  ... 
doi:10.5860/crl_45_06_515 fatcat:aiktllikrzh7zjbn6vmcgc55ia

Update from the editors at health policy and planning

Natasha Salaria, Virginia Wiseman, Sandra Mounier-Jack
2021 Health Policy and Planning  
The first was on Health Systems Research Mentoring: Supporting early career women in low-and middle-income countries (lowand middle-income countries (LMICSs); https://academic. oup.com/heapol/issue/35/  ...  Supplement_1) and was designed to support women authors from LMICs in publishing in an academic journal for the first time.  ... 
doi:10.1093/heapol/czab106 pmid:34508261 fatcat:npocns524vf7hjyomqhxskna3a

Enterprise resource planning: introduction

Kuldeep Kumar, Jos van Hillegersberg
2000 Communications of the ACM  
Jos van Hillegersberg (jvh@acm.org) is a member of the faculty in the Department of Information and Decision Sciences at Erasmus University and a component manager at AEGON bank in The Netherlands.  ...  The article by Scheer and Habermann in this special issue discusses the issue of ERP modeling tool support and future directions in their application.  ...  The extensive databases provided by ERP are likely to provide the platform for decision support, data mining, and executive information systems.  ... 
doi:10.1145/332051.332063 fatcat:xmzvdl3iavb7tongki3abdytkm

From Planning Practice to Academia

Norman Krumholz
1986 Journal of planning education and research  
I left Cleveland City Hall in 1979 after ten years as city planning director. I had not lost interest in the excitement and importance of local government.  ...  public services to the city's neighborhoods; they were willing to try and rebuild their neighborhoods' physical environment; and they argued that neighborhood considerations were frequently more important  ...  In studio courses, students deal with real planning problems and issues. They develop practical planning skills and an understanding of key actors.  ... 
doi:10.1177/0739456x8600600112 fatcat:ebinu7bit5eu3p4hw3gtbzx3ai

Centralised supply chain master planning employing advanced planning systems

Martin Rudberg, Jim Thulin
2009 Production planning & control (Print)  
Supply chain planners are thus in need of decision support to be able to establish feasible and sufficient plans.  ...  This article discusses how decision support through advanced planning systems (APS) can assist tactical supply chain planning.  ...  APS as a decision support system (DSS) for production and distribution planning is still a new and fairly unexplored tool (Wu et al. 2000, Stadtler and Kilger 2005) .  ... 
doi:10.1080/09537280802705047 fatcat:qcvpuoqepndu7o3pcv7gsiab7y

Transformational Leadership Plans

Pedro P Aguas, Liliana Valle Zapata, Danilsa Lorduy Arellano
2017 World Journal of Education  
The plan is a culminating learning task of a TransformationalLeadership and Innovation course.  ...  The plan proposed defines a strategy for maximizing leadership effectiveness and spells outlearning from doctoral courses.  ...  Specific plans for reinforcing positive behavior are of enormous importance, namely communication within and organization.  ... 
doi:10.5430/wje.v7n4p1 fatcat:f7u6vwv455flxczcu757alg6uq

Sustainability in infrastructure planning

Angela Reidy, Ben Mason
2020 Water e-Journal  
Sustainability is a lens for integrated analysis and decision making in public water infrastructure.  ...  As decisions on infrastructure priorities and projects have the opportunity to shape land use and impact on urban form, the decisions of today will have important, lasting implications for the future.  ...  An interconnecting system of rules, values and knowledge influence the decision making context, and may constrain future decisions as new issues emerge (Gorddard et al., 2016) .  ... 
doi:10.21139/wej.2020.012 fatcat:enhhr7wjmzhrpjwpnotrggygwm

Planning theory: reconstruction or requiem for planning?

Franco Archibugi
2004 European Planning Studies  
to a lack, within the academic and professional worlds, of a real tendency towards important integrated experiences in planning. 38.  ...  And again this vision does not address another issue, recently developed in the planning theory debates: that the planner should assume even decision-making roles and abandon the role as 'dead-wood' of  ... 
doi:10.1080/0965431042000194994 fatcat:axciwp3axzb4rcijed3jqlbhga

'Learning by doing': adaptive planning as a strategy to address uncertainty in planning

Sadahisa Kato, Jack Ahern
2008 Journal of Environmental Planning and Management  
The authors gratefully acknowledge the research support provided by the University of Massachusetts, Agricultural Experiment Station, Project number 868.  ...  Some contemporary issues in landscape planning, where the proposed adaptive approach could be tested in a planning process, include: planning for 'green infrastructure' that can support multiple ecological  ...  However, a legitimate transdisciplinary approach with non-academic stakeholders involved in a planning process with professionals and academics, is not widely understood or practiced (Tress and Tress  ... 
doi:10.1080/09640560802117028 fatcat:lgd33izqpjh5dlpq7vnl3jtwt4

Marine spatial planning and terrestrial spatial planning: reflecting on new agendas

Paola Gazzola, Maggie H Roe, Paul J Cowie
2015 Environment and Planning. C, Government and Policy  
spatial planning (TSP) in marine spatial planning (MSP), using the UK system as the main reference.  ...  and adequate consideration of marine-based concerns.  ...  These include, for example, an appreciation of the social and cultural context in policy-and decision-making (Cardoso, 2005; Kaza, 2006) and arguments that emphasise the importance of planning processes  ... 
doi:10.1177/0263774x15612317 fatcat:nwcmdm43nzd5vfsl2cllz6466u

Electronic Records Planning in "Collecting" Repositories

Susan Davis
2008 The American Archivist  
This paper reports the results of a survey of academic libraries, historical societies, and libraries between 10 July and 12 August 2006.  ...  Technology has dramatically altered the ways in which archivists accomplish their work, and in the past twenty-five years the profession has faced cumulative changes affecting both the nature of archival  ...  A considerable percentage in each category (21% private academic, 27% public academic, 36% historical society, 33% public library) indicate that they have not yet made a decision.  ... 
doi:10.17723/aarc.71.1.024q2020828t7332 fatcat:i7xmx66sizghpdx73ygkp4es6u
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