scholarly journals Population-Based Novelty Searches Can Converge

2021 ◽  
Vol 34 (1) ◽  
Author(s):  
R. Paul Wiegand
Keyword(s):  
Empirical Analysis ◽  
Population Based ◽  
Complex Objects ◽  
Point Space ◽  
Individual Point ◽  
Novelty Search ◽  
The Individual

Novelty search is a powerful tool for finding sets of complex objects in complicated, open-ended spaces. Recent empirical analysis on a simplified version of novelty search makes it clear that novelty search happens at the level of the archive space, not the individual point space. The sparseness measure and archive update criterion create a process that is driven by a clear pair of objectives: spread out to cover the space, while trying to remain as efficiently packed as possible driving these simplified variants to converge to an

Differentiation of endemic areas by incidence rates of tick-borne infectious diseases as the basis for choosing prevention strategy and tactics

2019 ◽  
pp. 56-61
Author(s):  
N.V. Rudakov ◽  
N.A. Penyevskaya ◽  
D.A. Saveliev ◽  
S.A. Rudakova ◽  
C.V. Shtrek ◽  
...  
Keyword(s):  
High Risk ◽  
Infectious Diseases ◽  
Population Based ◽  
Preventive Therapy ◽  
Incidence Rates ◽  
Prevention Strategy ◽  
Individual Risk ◽  
The Individual ◽  
Integral Assessment ◽  
Very High

Research objective. Differentiation of natural focal areas of Western Siberia by integral incidence rates of tick-borne infectious diseases for determination of the strategy and tactics of their comprehensive prevention. Materials and methods. A retrospective analysis of official statistics for the period 2002-2018 for eight sub-federal units in the context of administrative territories was carried out. The criteria of differentiation were determined by means of three evaluation scales, including long-term mean rates of tick-borne encephalitis, tick-borne borreliosis, and Siberian tick-borne typhus. As a scale gradation tool, we used the number of sample elements between the confidence boundaries of the median. The integral assessment was carried out by the sum of points corresponding to the incidence rates for each of the analyzed infections. Results. The areas of low, medium, above average, high and very high risk of tick-borne infectious diseases were determined. Recommendations on the choice of prevention strategy and tactics were given. In areas of very high and high incidence rates, a combination of population-based and individual prevention strategies is preferable while in other areas a combination of high-risk and individual strategies is recommended. Discussion. Epidemiologic zoning should be the basis of a risk-based approach to determining optimal volumes and directions of preventive measures against natural focal infections. It is necessary to improve the means and methods of determining the individual risk of getting infected and developing tick-borne infectious diseases in case of bites, in view of mixed infection of vectors, as well as methods of post-exposure disease prevention (preventive therapy).

The Need for Personalized Risk-Stratified Approaches to Treatment for Gestational Diabetes: A Narrative Review

2021 ◽  
Author(s):  
Shamil D. Cooray ◽  
Jacqueline A. Boyle ◽  
Georgia Soldatos ◽  
Shakila Thangaratinam ◽  
Helena J. Teede
Keyword(s):  
Gestational Diabetes ◽  
Pregnancy Outcomes ◽  
Population Based ◽  
Adverse Pregnancy Outcomes ◽  
Therapeutic Interventions ◽  
Clinical Prediction Model ◽  
Increased Risk ◽  
Adverse Pregnancy ◽  
The Individual ◽  
Personalized Risk

AbstractGestational diabetes mellitus (GDM) is common and is associated with an increased risk of adverse pregnancy outcomes. However, the prevailing one-size-fits-all approach that treats all women with GDM as having equivalent risk needs revision, given the clinical heterogeneity of GDM, the limitations of a population-based approach to risk, and the need to move beyond a glucocentric focus to address other intersecting risk factors. To address these challenges, we propose using a clinical prediction model for adverse pregnancy outcomes to guide risk-stratified approaches to treatment tailored to the individual needs of women with GDM. This will allow preventative and therapeutic interventions to be delivered to those who will maximally benefit, sparing expense, and harm for those at a lower risk.

Occupy in Ireland: Impacts on activists and subsequent protest

2017 ◽  
Vol 25 (3) ◽  
pp. 250-273
Author(s):  
Anna Szolucha
Keyword(s):  
Empirical Analysis ◽  
Empirical Processes ◽  
Change Over Time ◽  
The Individual ◽  
The Impact ◽  
Over Time

I explore the impact that Occupy in Ireland had on subsequent campaigns and the lives of some of its core activists and analyse the interpretative processes through which they evaluated and modified the lessons and tactics of the protest. The picture that emerges from this empirical analysis is inherently complex and transient. It shows how the symbolic associations and framing of the encampments evolved and stalled the diffusion of their most recognisable practices and tactics such as assemblies. This observation highlights the importance of studying the empirical processes that explain how the interpretations of movements change over time, influencing the potential for the diffusion of tactics from one movement to another. Additionally, movement–movement influence may be constructed subjectively and hence, the individual engagement trajectories of activists can inform the analysis of how past protest influences future campaigns. Even though the practices and tactics that were most characteristic of the movement did not diffuse to subsequent protests, the analysis of the impacts of Occupy in Ireland suggests that the encampments functioned as a space for political training and experimentation which may have durable effects for future protest as well as its participants long after they left Occupy.

scholarly journals Predicting the duration of sickness absence spells due to back pain: a population-based study from Sweden

2019 ◽  
Vol 77 (2) ◽  
pp. 115-121
Author(s):  
Annina Ropponen ◽  
Katalin Gémes ◽  
Paolo Frumento ◽  
Gino Almondo ◽  
Matteo Bottai ◽  
...  
Keyword(s):  
Back Pain ◽  
Sickness Absence ◽  
A Priori ◽  
Population Based ◽  
Final Model ◽  
Individual Level ◽  
Discriminatory Accuracy ◽  
C Statistic ◽  
International Statistical Classification ◽  
The Individual

ObjectivesWe aimed to develop and validate a prediction model for the duration of sickness absence (SA) spells due to back pain (International Statistical Classification of Diseases and Related Health Problems 10th Revision: M54), using Swedish nationwide register microdata.MethodsInformation on all new SA spells >14 days from 1 January 2010 to 30 June 2012 and on possible predictors were obtained. The duration of SA was predicted by using piecewise constant hazard models. Nine predictors were selected for the final model based on a priori decision and log-likelihood loss. The final model was estimated in a random sample of 70% of the SA spells and later validated in the remaining 30%.ResultsOverall, 64 048 SA spells due to back pain were identified during the 2.5 years; 74% lasted ≤90 days, and 9% >365 days. The predictors included in the final model were age, sex, geographical region, employment status, multimorbidity, SA extent at the start of the spell, initiation of SA spell in primary healthcare and number of SA days and specialised outpatient healthcare visits from the preceding year. The overall c-statistic (0.547, 95% CI 0.542 to 0.552) suggested a low discriminatory capacity at the individual level. The c-statistic was 0.643 (95% CI 0.634 to 0.652) to predict >90 days spells, 0.686 (95% CI 0.676 to 0.697) to predict >180 spells and 0.753 (95% CI 0.740 to 0.766) to predict >365 days spells.ConclusionsThe model discriminates SA spells >365 days from shorter SA spells with good discriminatory accuracy.

scholarly journals Homeopathic products and homeopathic treatment in veterinary medicine in Republic of Slovenia

2010 ◽  
Vol 64 (1-2) ◽  
pp. 143-149
Author(s):  
Silvestra Kobal
Keyword(s):  
Veterinary Medicine ◽  
Medical Treatment ◽  
Point Of View ◽  
Homeopathic Treatment ◽  
Individual Point ◽  
The World ◽  
The Individual ◽  
Homeopathic Drugs ◽  
Selection Of

Doctors and veterinarians in many countries of the world have an opportunity to select between allopathic or homeopathic drugs. The selection of an appropriate method for medical treatment should be performed from the individual point of view. .

scholarly journals Tuberculosis in biologic-naïve patients with rheumatoid arthritis - risk factors and tuberculosis characteristics

2021 ◽  
pp. jrheum.201251
Author(s):  
Johanna Karlsson Sundbaum ◽  
Elizabeth V. Arkema ◽  
Judith Bruchfeld ◽  
Jerker Jonsson ◽  
Johan Askling ◽  
...  
Keyword(s):  
Rheumatoid Arthritis ◽  
Risk Factors ◽  
Population Based ◽  
Rheumatoid Arthritis Risk ◽  
Obstructive Pulmonary Disease ◽  
Quality Register ◽  
National Patient ◽  
Latent Tb ◽  
The Individual ◽  
Control Study

Objective To investigate risk factors and characteristics of active tuberculosis (TB) in biologics-naïve rheumatoid arthritis (RA) patients. Methods Population-based case-control study using the Swedish Rheumatology Quality Register, the National Patient Register and the Tuberculosis Register to identify RA cases with active TB and matched RA controls without TB 2001-2014. Clinical data were obtained from medical records. TB risk was estimated as adjusted (adj) odds ratios (OR) with 95% confidence intervals (CI) using univariate and multivariable logistic regression analyses. Results After validation of diagnoses, the study included 31 RA cases with TB, and 122 matched RA controls. All except three cases had reactivation of latent TB. Pulmonary TB dominated (84%). Ever use of methotrexate was not associated with increased TB risk (adj OR 0.8; 95% CI 0.3-2.0), whereas ever treatment with leflunomide (adj OR 6.0; 95% CI 1.5-24.6), azathioprine (adj OR 3.8; 95% CI 1.1-13.8) and prednisolone (adj OR 2.4 (95% CI 1.0-5.9) was. There were no significant differences of maximum dose of prednisolone, treatment duration with prednisolone before TB, or cumulative dose of prednisolone the year before TB diagnosis between cases and controls. Obstructive pulmonary disease was associated with an increased TB risk (adj OR 3.9; 95% CI 1.4-10.7). Conclusion Several RA-associated factors may contribute to the increased TB risk in biologics-naïve RA patients, making risk of TB activation difficult to predict in the individual patient. To further decrease TB in RA patients, the results suggest that screening for latent TB should also be considered in biologics-naïve patients.

scholarly journals Cohort Profile: The China Multi-Ethnic Cohort (CMEC) Study

2020 ◽  
Author(s):  
Xing Zhao ◽  
Feng Hong ◽  
Jianzhong Yin ◽  
Wenge Tang ◽  
Gang Zhang ◽  
...  
Keyword(s):  
Clinical Laboratory ◽  
Disease Incidence ◽  
Data Access ◽  
Population Based ◽  
Baseline Survey ◽  
Individual Level ◽  
Long Term Storage ◽  
Level Data ◽  
The Individual ◽  
Study Participants

AbstractCohort purposeThe China Multi-Ethnic Cohort (CMEC) is a community population-based prospective observational study aiming to address the urgent need for understanding NCD prevalence, risk factors and associated conditions in resource-constrained settings for ethnic minorities in China.Cohort BasicsA total of 99 556 participants aged 30 to 79 years (Tibetan populations include those aged 18 to 30 years) from the Tibetan, Yi, Miao, Bai, Bouyei, and Dong ethnic groups in Southwest China were recruited between May 2018 and September 2019.Follow-up and attritionAll surviving study participants will be invited for re-interviews every 3-5 years with concise questionnaires to review risk exposures and disease incidence. Furthermore, the vital status of study participants will be followed up through linkage with established electronic disease registries annually.Design and MeasuresThe CMEC baseline survey collected data with an electronic questionnaire and face-to-face interviews, medical examinations and clinical laboratory tests. Furthermore, we collected biological specimens, including blood, saliva and stool, for long-term storage. In addition to the individual level data, we also collected regional level data for each investigation site.Collaboration and data accessCollaborations are welcome. Please send specific ideas to corresponding author at: [email protected].

scholarly journals The mutual specification of genres and audiences: Reflective two-mode centralities in person-to-culture data

2017 ◽  
Author(s):  
Omar Lizardo
Keyword(s):  
Network Analysis ◽  
Empirical Analysis ◽  
Network Theory ◽  
Cultural Sociology ◽  
Population Based ◽  
Criterion Validity ◽  
Measurement Framework ◽  
Recent Developments ◽  
Cultural Choices ◽  
The Empirical Analysis

Recent developments at the intersection of cultural sociology and network theory suggest that the relations between persons and the cultural forms they consume can be productively analyzed using conceptual resources and methods adapted from network analysis. In this paper I seek to contribute to this developing line of thinking on the culture-networks link as it pertains to the sociology of taste. I present a general analytic and measurement framework useful for rethinking traditional survey (or population) based data on individuals and their cultural choices as a “two mode” persons X genres network. The proposed methodological tools allow me to develop a set of “reflective” metrics useful for ranking both persons and genres in terms of the pattern of choices and audience composition embedded in the cultural network. The empirical analysis shows that these metrics have both face and criterion validity, allowing us to extract useful information that would remain out of reach of standard quantitative strategies. I close by outlining the analytic and substantive implications of the approach.

Sign in / Sign up

Export Citation Format

Share Document