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At least 127 records · Page 7Linked to original sources

Testing time symmetry in time series using data compression dictionaries.

Time symmetry, often called statistical time reversibility, in a dynamical process means that any segment of time-series output has the same probability of occurrence in the process as its time reversal. A technique, based on symbolic dynamics, is proposed to distinguish such symmetrical processes from asymmetrical ones, given a time-series observation of the otherwise unknown process. Because linear stochastic Gaussian processes, and static nonlinear transformations of them, are statistically reversible, but nonlinear dynamics such as dissipative chaos are usually statistically irreversible, a test will separate large classes of hypotheses for the data. A general-purpose and robust statistical test procedure requires adapting to arbitrary dynamics which may have significant time correlation of undetermined form. Given a symbolization of the observed time series, the technology behind adaptive dictionary data compression algorithms offers a suitable estimate of reversibility, as well as a statistical likelihood test. The data compression methods create approximately independent segments permitting a simple and direct null test without resampling or surrogate data. We demonstrate the results on various time-series-reversible and irreversible systems.

Journal Article↗

Human ECoG analysis during speech perception using matching pursuit: a comparison between stochastic and dyadic dictionaries.

We use the matching pursuit (MP) algorithm to detect induced gamma activity in human EEG during speech perception. We show that the MP algorithm is particularly useful for detecting small power changes at high gamma frequencies (> 70 Hz). We also compare the performance of the MP using a stochastic versus a dyadic dictionary and show that despite the frequency bias the time-frequency power plot (averaged over 100 trials) generated by the dyadic MP is almost identical (> 98.5%) to the one generated by the stochastic MP. However, the dyadic MP is computationally much faster than the stochastic MP.

Algorithms↗

Origin and biologic individuality of the genetic dictionary.

Deoxyribonucleic acid contains sequences complementary to homologous amino-acid transfer ribonucleic acid molecules which serve as the translating device between polyribonucleotides and proteins. This implies that the RNA molecules have their primary origin in DNA. From the amount of DNA participating, one would infer that more than 20 complementary sequences exist per genome, a conclusion consistent with a degenerate code. The fact that complex formation occurs most readily with homologous RNA suggests that, while the language remains universal, each dictionary is uniquely identifiable with its own genome.

Amino Acids↗

Portability issues for a structured clinical vocabulary: mapping from Yale to the Columbia medical entities dictionary.

OBJECTIVE: To examine the issues involved in mapping an existing structured controlled vocabulary, the Medical Entities Dictionary (MED) developed at Columbia University, to an institutional vocabulary, the laboratory and pharmacy vocabularies of the Yale New Haven Medical Center. DESIGN: 200 Yale pharmacy terms and 200 Yale laboratory terms were randomly selected from database files containing all of the Yale laboratory and pharmacy terms. These 400 terms were then mapped to the MED in three phases: mapping terms, mapping relationships between terms, and mapping attributes that modify terms. RESULTS: 73% of the Yale pharmacy terms mapped to MED terms. 49% of the Yale laboratory terms mapped to MED terms. After certain obsolete and otherwise inappropriate laboratory terms were eliminated, the latter rate improved to 59%. 23% of the unmatched Yale laboratory terms failed to match because of differences in granularity with MED terms. The Yale and MED pharmacy terms share 12 of 30 distinct attributes. The Yale and MED laboratory terms share 14 of 23 distinct attributes. CONCLUSION: The mapping of an institutional vocabulary to a structured controlled vocabulary requires that the mapping be performed at the level of terms, relationships, and attributes. The mapping process revealed the importance of standardization of local vocabulary subsets, standardization of attribute representation, and term granularity.

Clinical Laboratory Information Systems↗

The psychoanalytic dictionary: a position paper on diversity and its unifiers.

An attempt is made to create a conceptual housing for an increasingly common stance among clinicians who willingly draw from diverse theories as they seem applicable to the immediate clinical moment. The working clinician generally does this without regard to questions of eclectic contradiction or of whether concepts can be extricated from the theories in which they are embedded. The metaphor of a psychoanalytic dictionary is used to create this conceptual housing. Within this metaphor, a psychoanalytic alphabet, vocabulary, and grammar are defined, as well as a set of core assumptions that gives some shape to the boundaries of the psychoanalytic language. Diversity is located in the preferred alphabets and vocabularies of varied psychoanalysts, and unifiers are found in the grammar and core assumptions of the language. Questions regarding internally inconsistent eclecticism and extricability are discussed. The integrative concepts chosen here (among the many that are possible)--concepts defining a shared view of how mind works--are found in such familiar ideas as displacement, condensation, over-determination, and multiple function.

Humans↗

The Dictionary of Affect in Language as a tool for the assessment of affective tone in a descriptive task.

148 subjects were asked to describe the terms mathematics, physics, television, newspapers, biology, and technology in terms of a list of five additional words. Responses produced by subjects were scored for two dimensions of affective tone (activation, evaluation) by matching words to the Dictionary of Affect in Language that includes scores for the two dimensions for several thousand commonly used words. Clear differences in affective tone emerged from this scoring procedure: mathematics and physics received the least positive evaluative descriptions, while television was described in most active and rousing terms and biology in most inactive terms. Women gave more negative (lower evaluation) descriptions for mathematics than did men, which satisfied one of the a priori predictions of the study.

Affect↗

A data dictionary approach to multilingual documentation and decision support for the diagnosis of acute abdominal pain. (COPERNICUS 555, an European concerted action).

This paper describes the design and development of a multilingual documentation and decision support system for the diagnosis of acute abdominal pain. The work was performed within a multi-national COPERNICUS European concerted action dealing with information technology for quality assurance in acute abdominal pain in Europe (EURO-AAP, 555). The software engineering was based on object-oriented analysis design and programming. The program cover three modules: a data dictionary, a documentation program and a knowledge based system. National versions of the software were provided and introduced into 16 centers from Central and Eastern Europe. A prospective data collection was performed in which 4020 patients were recruited. The software design has been proven to be very efficient and useful for the development of multilingual software.

Abdomen, Acute↗

Expanding DIOGENE with a clinical information system based on a new hospital-wide clinical finding dictionary.

The aim of this project is to expand DIOGENE with a centralized and integrated patient clinical database system providing a standardized framework for the building of future clinical databases and for the integration of existing heterogeneous ones. The combined 'across time view' and 'across departments view' generated from the integrated clinical data will enable an evolutionary view of the patient state both across time and across medical specialties. For this purpose and to permit the communication and exchange of data, a new controlled vocabulary for representing clinical data has been created. The construction of this vocabulary is based on the international ICD classification, already being used in DIOGENE for encoding patient diagnosis and procedures. A new extension of the ICD is proposed for medical information that goes beyond diagnosis and procedures encoding. The building of a common clinical finding dictionary recording the definition of findings is based on this newly developed clinical vocabulary. This process is incremental, manual, and significant.

Hospital Information Systems↗

Validity of the Dictionary of Occupational Titles as applied to construction site workers in Hong Kong.

This study was designed to examine the content validity of the Dictionary of Occupational Titles (D.O.T.) as applied to construction site workers in Hong Kong. The study was divided into the First Expert Panel Review, the Second Expert Panel Review and the Field Study. The results indicated that (i) 15 out of the 55 items of the D.O.T. were identified as insignificant job requirements, and 14 items other than those suggested by the D.O.T. were identified as significant job requirements by the First Expert Panel; (ii) criteria of 20 out of the 40 items of the job requirements as suggested by the D.O.T. were identified as different from the ones suggested by the Second Expert Panel; and (iii) criteria of 4 items were found to be different among the D.O.T., the Second Expert Panel and the Field Study. The results of this study substantiate the claim that the validity of the D.O.T. is questionable, and research on a larger scale should be implemented to further examine the validity of the D.O.T.

Journal Article↗

Item validity of the physical demands from the Dictionary of Occupational Titles for functional capacity evaluation of clients with chronic back pain.

This study assessed the item validity of 15 of the physical demands from the Dictionary of Occupational Titles (DOT), as evaluated in a new approach to functional capacity evaluation (FCE) for clients with chronic back pain, the Gibson Approach to FCE (GAPP FCE). Fifty-two occupational therapists were sent the specifications of the items in the GAPP FCE procedures and were asked to rate the items in terms of item-objective congruence, relevance and difficulty. A response rate of 59.2% was obtained. The majority of the therapists agreed that most of the items were congruent with the objectives based on the definition of the physical demands from the DOT. The items evaluating Balancing and Pushing and Pulling had the lowest item-objective congruence. The evaluation of Balancing and the Lifting, Carrying and Pushing and Pulling of loads greater than light-medium weight (10-16 kg) were not considered significantly relevant. Concerns were raised about the difficulty and safety of the evaluation of Lifting, Carrying and Pushing and Pulling with clients with chronic back pain, particularly if the therapist evaluates the manual handling of medium to heavy loads. These results may have implications for other FCEs, particularly those which are based on the DOT, or when assessing clients with chronic back pain.

Chronic Disease↗