The common standard for machine-actionable Data Management Plans (DMPs) allows automatic exchange, integration, and validation of information provided in DMPs. In this paper, we report on the hackathon organised by Research Alliance which a group 89 participants from 21 countries worked collaboratively use cases exploring utility different settings. work included integration tools services, fun...

Because of its ubiquitous nature and catastrophic impacts, flood information should be readily available continually evaluated, to maximize utility for the public professionals. Web-based tools can fill existing needs actionable inform decisions regarding damage mitigation new structures. The goal this research is identify current capabilities, gaps, future demands communication systems. To und...

The ACR formed the Actionable Reporting Work Group to address the potential role of IT in the communication of imaging findings, especially in cases that require nonroutine communication because of the urgency of the findings or their unexpected nature. These findings that require special communication with referring clinicians are classified as "actionable findings." The work group defines 3 c...

With emerging conversational data, automated content analysis is needed for better data interpretation, so that it is accurately understood and can be effectively integrated and utilized in various applications. ICSI meeting corpus is a publicly released data set of multi-party meetings in an organization that has been released over a decade ago, and has been fostering meeting understanding res...

LM ATL has developed an SU Engine to automatically fuse multiple intelligence reports, e.g., IMINT, SIGINT, MASINT, HUMINT and OSINT, with track data, into a Common Relevant Operating Picture (CROP) of the battlespace. The SU Engine augments the CROP with hypotheses as to the relationships that may exist between entities, environment, and events within the battlespace. These relationships are t...

During the last decade, biomedical researchers gained access to the entire human genome, reliable high-throughput biotechnologies, and affordable computational resources and network access. In combination, these new tools created a new model for biomedical research that no longer uses computational tools merely to monitor research, but instead exploits these tools to acquire knowledge and make ...

Clinical research suggests how to effectively improve health and quality of life. Initial steps in translating research findings into improved clinical practice are to diagnose the gap or problem and design an intervention. Diagnosis results in the identification of actionable factors contributing to performance gaps and actionable reasons for failures in implementing innovations. Intervention ...

Actionable knowledge discovery is one of Grand Challenges in KDD. To this end, many methodologies have been developed. However, they either view data mining as an autonomous data-driven trial-and-error process, or only analyze the issues in an isolated and case-by-case manner. As a result, the knowledge discovered is often not actionable to constrained business. This paper proposes a practical ...

Actionable reminders (electronic reminders linked to computerized order entry) might improve care by facilitating direct ordering of recommended tests. The authors implemented four enhanced actionable reminders targeting performance of annual mammography, one-time bone-density screening, and diabetic testing. There was no difference in rates of appropriate testing between the four intervention ...