18 results on '"Talas, L."'
Search Results
2. The Camouflage Machine: Optimising protective colouration using deep learning with genetic algorithms
- Author
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Fennell, J. G., Talas, L., Baddeley, R. J., Cuthill, I. C., and Scott-Samuel, N. E.
- Subjects
Computer science ,business.industry ,Camouflage ,Deep learning ,Natural (music) ,Context (language use) ,Artificial intelligence ,business ,Machine learning ,computer.software_genre ,Object (computer science) ,computer - Abstract
The essential problem in visual detection is separating an object from its background. Whether in nature or human conflict, camouflage aims to make the problem harder, while conspicuous signals (e.g. for warning or mate attraction) require the opposite. Our goal is to provide a reliable method for identifying the hardest and easiest to find patterns, for any given environment. The problem is challenging because the parameter space provided by varying natural scenes and potential patterns is vast. Here we successfully solve the problem using deep learning with genetic algorithms and illustrate our solution by identifying appropriate patterns in two environments. To show the generality of our approach, we do so for both trichromatic and dichromatic visual systems. Patterns were validated using human participants; those identified as the best camouflage were significantly harder to find than a widely adopted military camouflage pattern, while those identified as most conspicuous were significantly easier than other patterns. Our method, dubbed the ‘Camouflage Machine’, will be a useful tool for those interested in identifying the most effective patterns in a given context.
- Published
- 2020
3. Drivers of change and ecosystem status in a temperate lake over the last Post-Glacial period from 14.5 kyr
- Author
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Tõnno, I, primary, Freiberg, R, additional, Talas, L, additional, Kisand, A, additional, Belle, S, additional, Stivrins, N, additional, Alliksaar, T, additional, Heinsalu, A, additional, Veski, S, additional, and Kisand, V, additional
- Published
- 2020
- Full Text
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4. The Camouflage Machine: Optimising protective colouration using deep learning with genetic algorithms
- Author
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Fennell, J. G., primary, Talas, L., additional, Baddeley, R. J., additional, Cuthill, I. C., additional, and Scott-Samuel, N. E., additional
- Published
- 2020
- Full Text
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5. Optimizing colour for camouflage and visibility using deep learning: the effects of the environment and the observer's visual system
- Author
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Fennell, J. G., primary, Talas, L., additional, Baddeley, R. J., additional, Cuthill, I. C., additional, and Scott-Samuel, N. E., additional
- Published
- 2019
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6. Optimising colour for camouflage and visibility using deep learning: the effects of the environment and the observer’s visual system
- Author
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Fennell, J.G., primary, Talas, L., additional, Baddeley, R.J., additional, Cuthill, I.C., additional, and Scott-Samuel, N.E., additional
- Published
- 2018
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7. Bacterial communities in ballast tanks of cargo vessels - Shaped by salinity, treatment and the point of origin of the water but "hatch" its typical microbiome.
- Author
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Laas P, Künnis-Beres K, Talas L, Tammert H, Kuprijanov I, Herlemann DPR, and Kisand V
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- RNA, Ribosomal, 16S genetics, Water, Bacteria genetics, Ships, Salinity, Microbiota
- Abstract
Ballast water is a main vector of introduction of potentially harmful or pathogenic aquatic organisms. The development of genetic tools for ballast water monitoring has been underway and highlighted as a source for accurate and reliable data for decision making. We used 16S rRNA gene amplicon sequencing to analyze the microbial communities found in the ballast water of fifteen commercial ships routed through two Estonian ports. In parallel, samples from the port area were collected at the same time each ship visited. Fluorescence microscopy was utilized to assess the effectiveness of the treatment applied to ballast water. In addition, supplemental samples were collected from Hamburg Port (Germany) and a ballast tank decontamination system used at this port. The composition and diversity of bacterial communities varied greatly between obtained samples. The application of UV treatment did not demonstrate significant reduction in species richness estimates. The composition of microbial communities was significantly influenced by salinity, treatment (mainly untreated or UV treated) and the point of origin of the ballast water. Over a hundred potentially pathogenic bacterial taxa were found in relatively high abundance, including in ballast water that had received UV treatment. These shortcomings of stand-alone UV treatment of ballast water, especially when weak treatment is applied insufficiently, highlight the danger of possible harmful effects arising over time and the need for genetic tools for ballast water monitoring and management., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022 Elsevier Ltd. All rights reserved.)
- Published
- 2022
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8. Sedimentary Ancient DNA (sedaDNA) Reveals Fungal Diversity and Environmental Drivers of Community Changes throughout the Holocene in the Present Boreal Lake Lielais Svētiņu (Eastern Latvia).
- Author
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Talas L, Stivrins N, Veski S, Tedersoo L, and Kisand V
- Abstract
Fungi are ecologically important in several ecosystem processes, yet their community composition, ecophysiological roles, and responses to changing environmental factors in historical sediments are rarely studied. Here we explored ancient fungal DNA from lake Lielais Svētiņu sediment throughout the Holocene (10.5 kyr) using the ITS metabarcoding approach. Our data revealed diverse fungal taxa and smooth community changes during most of the Holocene with rapid changes occurring in the last few millennia. More precisely, plankton parasitic fungi became more diverse from the Late Holocene (2-4 kyr) which could be related to a shift towards a cooler climate. The Latest Holocene (~2 kyr) showed a distinct increase in the richness of plankton parasites, mycorrhizal, and plant pathogenic fungi which can be associated with an increased transfer rate of plant material into the lake and blooms of planktonic organisms influenced by increased, yet moderate, human impact. Thus, major community shifts in plankton parasites and mycorrhizal fungi could be utilized as potential paleo-variables that accompany host-substrate dynamics. Our work demonstrates that fungal aDNA with predicted ecophysiology and host specificity can be employed to reconstruct both aquatic and surrounding terrestrial ecosystems and to estimate the influence of environmental change.
- Published
- 2021
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9. The Camouflage Machine: Optimizing protective coloration using deep learning with genetic algorithms.
- Author
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Fennell JG, Talas L, Baddeley RJ, Cuthill IC, and Scott-Samuel NE
- Subjects
- Algorithms, Animals, Biological Evolution, Color, Color Vision, Female, Humans, Male, Models, Biological, Biological Mimicry, Deep Learning, Visual Perception
- Abstract
Evolutionary biologists frequently wish to measure the fitness of alternative phenotypes using behavioral experiments. However, many phenotypes are complex. One example is coloration: camouflage aims to make detection harder, while conspicuous signals (e.g., for warning or mate attraction) require the opposite. Identifying the hardest and easiest to find patterns is essential for understanding the evolutionary forces that shape protective coloration, but the parameter space of potential patterns (colored visual textures) is vast, limiting previous empirical studies to a narrow range of phenotypes. Here, we demonstrate how deep learning combined with genetic algorithms can be used to augment behavioral experiments, identifying both the best camouflage and the most conspicuous signal(s) from an arbitrarily vast array of patterns. To show the generality of our approach, we do so for both trichromatic (e.g., human) and dichromatic (e.g., typical mammalian) visual systems, in two different habitats. The patterns identified were validated using human participants; those identified as the best for camouflage were significantly harder to find than a tried-and-tested military design, while those identified as most conspicuous were significantly easier to find than other patterns. More generally, our method, dubbed the "Camouflage Machine," will be a useful tool for identifying the optimal phenotype in high dimensional state spaces., (© 2021 The Authors. Evolution published by Wiley Periodicals LLC on behalf of The Society for the Study of Evolution.)
- Published
- 2021
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10. Iridescence as Camouflage.
- Author
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Kjernsmo K, Whitney HM, Scott-Samuel NE, Hall JR, Knowles H, Talas L, and Cuthill IC
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- Animals, Humans, Songbirds physiology, Biological Mimicry, Coleoptera chemistry, Food Chain, Iridescence, Predatory Behavior, Visual Perception
- Abstract
Iridescence is a striking and taxonomically widespread form of animal coloration [1], but that its intense and varying hues could function as concealment [2] rather than signaling seems completely counterintuitive. Here, we show that the color changeability of biological iridescence, produced by multilayer cuticle reflectors in jewel beetle (Sternocera aequisignata) wing cases, provides effective protection against predation by birds. Importantly, we also show that the most likely mechanism to explain this increase in survival is camouflage and not some other protective function, such as aposematism. In two field experiments using wild birds and humans, we measured both the "survival" and direct detectability of iridescent and non-iridescent beetle models and demonstrated that the iridescent treatment fared best in both experiments. We also show that an increased level of specular reflection (gloss) of the leaf background leads to an increase in the survival of all targets and, for detectability by humans, enhances the camouflage effect of iridescence. The latter suggests that some prey, particularly iridescent ones, can increase their chance of survival against visually hunting predators even further by choosing glossier backgrounds. Our study is the first to present direct empirical evidence that biological iridescence can work as a form of camouflage, providing an adaptive explanation for its taxonomically widespread occurrence. VIDEO ABSTRACT., Competing Interests: Declaration of Interests The authors declare no competing interests., (Copyright © 2019 The Authors. Published by Elsevier Ltd.. All rights reserved.)
- Published
- 2020
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11. Effect of amphotericin B and voriconazole on the outgrowth of conidia of Aspergillus fumigatus followed by time-lapse microscopy.
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Talas L, Szigeti ZM, Banfalvi G, and Szeman-Nagy G
- Abstract
Studies of morphological measurements from the outgrowth of cells to a network of hyphae have been extended from Candida albicans (Nagy et al. in Appl Microbiol Biotechnol 98(11):5185-5194. https://doi.org/10.1007/s00253-014-5696-5 , 2014) to invasive conidiospores of Aspergillus fumigatus upon treatment with antifungal agents. The understanding of mycelial processes is important to optimize industrial processes such as fermentation and contributes to the fight against pathogenic fungi. This brief study combines TLS with digital image analysis. The TLS system was adapted to get information related to the adherence and growth dynamics of filamentous fungi. This approach was used earlier to distinguish among subphases of bacterial and fungal infections of mammal cells by detecting Mycoplasma infection in cell cultures causing serious damages in cell cultures. We describe changes in adherence, germination of spores, and hyphal growth of A. fumigatus, taking place in the absence and presence of amphotericin B (AMB) and voriconazole (VRC). These growth parameters were measured by TLS in CO
2 incubator under physiological Photomicrography by TLS and extended for a longer period of time up to several weeks combined with image analysis represents a comfortable and reliable means to characterize the growth dynamism of A. fumigatus. The most important observation of medical importance related to the pathomechanism of VRC was that it did not adhere to conidiospores, i.e. that it did not contribute to the attachment of spores to the growth surface, and did not prevent germination but delayed hypha protrusion and elongation. In contrast AMB adhered to conidia, inhibited germination, hypha elongation and branching. It was concluded that AMB was efficient against the therapy of growth but not against the prevention of fungal infection.- Published
- 2019
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12. From microbial eukaryotes to metazoan vertebrates: Wide spectrum paleo-diversity in sedimentary ancient DNA over the last ~14,500 years.
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Kisand V, Talas L, Kisand A, Stivrins N, Reitalu T, Alliksaar T, Vassiljev J, Liiv M, Heinsalu A, Seppä H, and Veski S
- Subjects
- Animals, RNA, Ribosomal, 18S analysis, Sequence Analysis, DNA, Vertebrates, DNA, Ancient analysis, Geologic Sediments microbiology
- Abstract
Most studies that utilize ancient DNA have focused on specific groups of organisms or even single species. Instead, the whole biodiversity of eukaryotes can be described using universal phylogenetic marker genes found within well-preserved sediment cores that cover the post-glacial period. Sedimentary ancient DNA samples from Lake Lielais Svētiņu, eastern Latvia, at a core depth of 1,050 cm in ~150 year intervals were used to determine phylotaxonomy in domain Eukaryota. Phylotaxonomic affiliation of >1,200 eukaryotic phylotypes revealed high richness in all major eukaryotic groups-Alveolata, Stramenopiles, Cercozoa, Chlorophyta, Charophyta, Nucletmycea, and Holozoa. The share of organisms that originate from terrestrial ecosystems was about one third, of which the most abundant molecular operational taxonomic units were Fungi and tracheal/vascular plants, which demonstrates the usefulness of using lake sediments to reconstruct the terrestrial paleoecosystems that surround them. Phylotypes that originate from the lake ecosystem belonged to various planktonic organisms; phyto-, proto,- and macrozooplankton, and vascular aquatic plants. We observed greater richness of several planktonic organisms that can be associated with higher trophic status during the warm climate period between 4,000 and 8,000 years ago and an increase in eukaryotic richness possibly associated with moderate human impact over the last 2,000 years., (© 2018 John Wiley & Sons Ltd.)
- Published
- 2018
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13. Murine model to follow hyphal development in invasive pulmonary aspergillosis.
- Author
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Szigeti ZM, Talas L, Palicz Z, Szentesi P, Hargitai Z, Csernoch L, Balla J, Pocsi I, Banfalvi G, and Szeman-Nagy G
- Subjects
- Animals, Body Weight, Colony Count, Microbial, Histocytochemistry, Immunocompromised Host, Mice, Severity of Illness Index, Survival Analysis, Aspergillus fumigatus growth & development, Disease Models, Animal, Hyphae growth & development, Invasive Pulmonary Aspergillosis microbiology, Invasive Pulmonary Aspergillosis pathology
- Abstract
Aspergillus fumigatus is an opportunistic pathogen, the leading cause of invasive and disseminated aspergillosis in systemic immunocompromised patients, and an important cause of mortality. The aim of the present study was to adapt a pulmonary aspergillosis murine model, to determine pathodynamical parameters quantitatively, and to follow the progression of fungal infection in vivo. The nasal inoculation of Aspergillus conidia in mice previously subjected to immunosuppression with cyclophosphamide (CP) turned out to be a more suitable model than that of immunosuppressed with hydrocortisone (HC). The following parameters were found to correlate quantitatively with the progress of the infection: (i) survival rate, (ii) weight loss of mice, (iii) infected focal plaque size, (iv) hyphal density, (v) hyphal length distribution of A. fumigatus, and the (vi) the histopathological status and scores. These parameters will be essential elements for the development of antifungal drugs and therapies, and important for the investigation of the pathogenicity in different strains of A. fumigatus.
- Published
- 2018
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14. Mycoplasma infection followed by time-lapse microscopy.
- Author
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Talas L, Banfalvi G, Fidrus E, Szigeti ZM, and Nagy G
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- B-Lymphocytes metabolism, Biofilms, Cell Culture Techniques, Cell Line, Tumor, Humans, Image Processing, Computer-Assisted, Polymerase Chain Reaction, Reproducibility of Results, Microscopy methods, Mycoplasma, Mycoplasma Infections blood, Mycoplasma Infections diagnostic imaging
- Abstract
Early detection of mycoplasma infection is crucial for saving precious often irreplaceable data from the tissues of patients. Mycoplasma infections cause diseases in the upper and lower respiratory tracts, urethritis in men resulting in painful dysuria, urgency and urethral discharge. Cough, fever, headache, urethritis may persist for several weeks and convalescence is slow. The symptoms of these diseases are aggravated by the detection of mycoplasma infections, that takes either a long time, besides being expensive or is specific and restricted to only a limited number of contaminant strains. Mycoplasmas are hard to detect visually but could be seen and followed by time-lapse microscopy. Our hypothesis is that one can detect mycoplasma infection irrespective of its origin and type of mycoplasma. Main lines of supporting evidence are provided by the time-lapse microscopy showing dynamic morphological alterations caused by mycoplasmas before changes in human cell cultures become visible. Morphometric measurements of mycoplasma infections revealed four subphases: i) detachment of infected cells, ii) aggregation, iii) biofilm formation and iv) shrinkage of infected cells. The applicability of time-lapse microscopy for the detection of mycoplasma infection was validated by a mycoplasma test Kit. Most important implications related to morphometric parameters include the observation of mycoplasma infected cultures for an extended period of time instead of applying static snap-shot microscopy. A reliable method is offered to estimate the time of mycoplasma exposure that elapsed during the cell growth. This microphotometric approach served a more economical detection of mycoplasma contamination at its early stage of cell growth and spread, irrespective of the origin of contaminated serum, without defining the type of mycoplasma., (Copyright © 2017 Elsevier Ltd. All rights reserved.)
- Published
- 2017
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15. The biology of color.
- Author
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Cuthill IC, Allen WL, Arbuckle K, Caspers B, Chaplin G, Hauber ME, Hill GE, Jablonski NG, Jiggins CD, Kelber A, Mappes J, Marshall J, Merrill R, Osorio D, Prum R, Roberts NW, Roulin A, Rowland HM, Sherratt TN, Skelhorn J, Speed MP, Stevens M, Stoddard MC, Stuart-Fox D, Talas L, Tibbetts E, and Caro T
- Subjects
- Animals, Biological Evolution, Color Perception genetics, Color Vision genetics, Photoreceptor Cells physiology, Pigmentation genetics, Pigments, Biological genetics, Reproduction, Color Perception physiology, Color Vision physiology, Pigmentation physiology, Pigments, Biological biosynthesis
- Abstract
Coloration mediates the relationship between an organism and its environment in important ways, including social signaling, antipredator defenses, parasitic exploitation, thermoregulation, and protection from ultraviolet light, microbes, and abrasion. Methodological breakthroughs are accelerating knowledge of the processes underlying both the production of animal coloration and its perception, experiments are advancing understanding of mechanism and function, and measurements of color collected noninvasively and at a global scale are opening windows to evolutionary dynamics more generally. Here we provide a roadmap of these advances and identify hitherto unrecognized challenges for this multi- and interdisciplinary field., (Copyright © 2017 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works.)
- Published
- 2017
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16. Cultural evolution of military camouflage.
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Talas L, Baddeley RJ, and Cuthill IC
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- Military Personnel psychology, Clothing, Color, Cultural Evolution, Visual Perception
- Abstract
While one has evolved and the other been consciously created, animal and military camouflage are expected to show many similar design principles. Using a unique database of calibrated photographs of camouflage uniform patterns, processed using texture and colour analysis methods from computer vision, we show that the parallels with biology are deeper than design for effective concealment. Using two case studies we show that, like many animal colour patterns, military camouflage can serve multiple functions. Following the dissolution of the Warsaw Pact, countries that became more Western-facing in political terms converged on NATO patterns in camouflage texture and colour. Following the break-up of the former Yugoslavia, the resulting states diverged in design, becoming more similar to neighbouring countries than the ancestral design. None of these insights would have been obtained using extant military approaches to camouflage design, which focus solely on concealment. Moreover, our computational techniques for quantifying pattern offer new tools for comparative biologists studying animal coloration.This article is part of the themed issue 'Animal coloration: production, perception, function and application'., (© 2017 The Author(s).)
- Published
- 2017
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17. Chemically Induced Cell Cycle Arrest in Perfusion Cell Culture.
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Nagy G, Tanczos B, Fidrus E, Talas L, and Banfalvi G
- Subjects
- Butyrates pharmacology, Cell Cycle drug effects, Cell Cycle genetics, Cell Line, Cell Proliferation genetics, Humans, Photomicrography, Cell Cycle Checkpoints drug effects, Cell Proliferation drug effects
- Abstract
In contrast to most present methods, continuous imaging of live cells would require full automation in each processing step. As an integrated system that would meet all requirements does not exist, we have established a long-term scanning-perfusion platform that: (a) replaces old medium with fresh one, (b) bypasses physical contact with the cell culture during continuous cell growth, (c) provides uninterrupted photomicrography of single cells, and (d) secures near physiological conditions and sterility up to several weeks. The system was validated by synchronizing cells using serum starvation and butyrate-induced cell cycle arrest of HaCaT cells.
- Published
- 2017
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18. Antibiotics delay in vitro human stem cell regrowth.
- Author
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Turani M, Banfalvi G, Peter A, Kukoricza K, Kiraly G, Talas L, Tanczos B, Dezso B, Nagy G, and Kemeny-Beke A
- Subjects
- Cell Line, Cell Proliferation drug effects, Chromatin metabolism, Cornea cytology, Humans, Stem Cells cytology, Anti-Bacterial Agents toxicity, Chloramphenicol toxicity, Rifampin toxicity, Stem Cells drug effects
- Abstract
Stem cell line from human limbal area was established to study in vitro cell growth and response to the toxic effects of antibiotics used in ophthalmology in terms of cell migration rates and structure of interphase chromatin. Recovery from cellular damages caused by ophthalmologic antibiotics was mimicked by an in vitro scratch model and followed by time-lapse microscopy, scanning electronmicroscopy and chromatin image analysis. Experiments revealed that broad spectrum antibiotics, chloramphenicol (0.5-1.0mg/ml) and rifampicin (0.1-0.2mg/ml), corresponding to concentrations in common clinical practice, slowed down the regeneration process. Results show that nuclei of naturally occurring limbal cells contain the same intermediates of chromatin condensation as seen in mammalian tumor cells and follow the common pathway of chromosome condensation. These intermediates included decondensed veil-like chromatin, fibrillary chromatin, supercoiled ribbon, chromatin bodies, early linear forms and metaphase chromosomes. Upon chloramphenicol and rifampicin treatment characteristic distorsions took place in the intermediates of chromosome condensation. Damaging effects in limbal stem cells in the presence of chloramphenicol or rifampicin indicate that ophthalmologic treatment with antibiotics should be used cautiously., (Copyright © 2014 Elsevier Ltd. All rights reserved.)
- Published
- 2015
- Full Text
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