AI Medical Compendium Topic

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Knowledge

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What "learning" machines will mean for medicine.

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne

Tacit knowledge.

European journal of epidemiology
Information that is not made explicit is nonetheless embedded in most of our standard procedures. In its simplest form, embedded information may take the form of prior knowledge held by the researcher and presumed to be agreed to by consumers of the ...

Expressing Biomedical Ontologies in Natural Language for Expert Evaluation.

Studies in health technology and informatics
We report on a study of our custom Hootation software for the purposes of assessing its ability to produce clear and accurate natural language phrases from axioms embedded in three biomedical ontologies. Using multiple domain experts and three discre...

Light-Weighted Automatic Import of Standardized Ontologies into the Content Management System Drupal.

Studies in health technology and informatics
The amount of ontologies, which are utilizable for widespread domains, is growing steadily. BioPortal alone, embraces over 500 published ontologies with nearly 8 million classes. In contrast, the vast informative content of these ontologies is only d...

Expert2OWL: A Methodology for Pattern-Based Ontology Development.

Studies in health technology and informatics
The formalization of expert knowledge enables a broad spectrum of applications employing ontologies as underlying technology. These include eLearning, Semantic Web and expert systems. However, the manual construction of such ontologies is time-consum...

Reasoning and Data Representation in a Health and Lifestyle Support System.

Studies in health technology and informatics
Case-based reasoning and data interpretation is an artificial intelligence approach that capitalizes on past experience to solve current problems and this can be used as a method for practical intelligent systems. Case-based data reasoning is able to...

Simon and the Sirens: A Commentary.

Isis; an international review devoted to the history of science and its cultural influences
Even in its extended usage, the concept of bounded rationality bears the birthmark of its origins in economics. First and most obviously, it is about seeking the most efficient (not necessarily the best) means toward a given end, whether that is curi...

Self-organizing neural networks integrating domain knowledge and reinforcement learning.

IEEE transactions on neural networks and learning systems
The use of domain knowledge in learning systems is expected to improve learning efficiency and reduce model complexity. However, due to the incompatibility with knowledge structure of the learning systems and real-time exploratory nature of reinforce...

Thinking science with thinking machines: The multiple realities of basic and applied knowledge in a research border zone.

Social studies of science
Some scholars dismiss the distinction between basic and applied science as passé, yet substantive assumptions about this boundary remain obdurate in research policy, popular rhetoric, the sociology and philosophy of science, and, indeed, at the level...