157 research outputs found

    Entrepreneurial identity and farmers' protein crop cultivation choices

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    Protein crops are important in enhancing sustainable and self-contained agriculture and food security in Europe. Individual farmers are key players in protein crop production. The aim of this research is to understand how an entrepreneurial identity affects strategic cultivation decisions in the context of protein-rich crop farming. In this study, entrepreneurial identity consists of a farmer's personal and entrepreneurial orientations. Data on 308 Finnish farmers were gathered and statistically tested. Our findings clarify that entrepreneurial identity increases the probability of beginning protein-rich crop cultivation, especially if the farmer in question is innovative, a risk-taker and highly educated. This article contributes to the understanding of agricultural entrepreneurship and strategic cultivation decisions made by different kinds of farmers. We further claim that profitable but risky and demanding crops have tempted farmers with a high entrepreneurial identity for the most part, which would not suffice for protein crops to become mainstream.Peer reviewe

    Real-time human detection from depth images with heuristic approach

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    Abstract. The first industrial robot was built in the mid-20th century. The idea of the industrial robots was to replace humans in assembly lines, where the tasks were repetitive and easy to do. The benefits of these robots are that they are able to work around the clock and only need electricity as compensation. Over the years, robots capable of only doing repetitive tasks have evolved to operate fully autonomously in challenging environments. Some examples of these are self-driving cars and service robots that can work as customer servants. This is mainly accomplished through advancements in artificial intelligence, machine vision, and depth camera technologies. With machine vision and depth perception, robots are able to construct a fully structured environment around them and this allows them to properly react to sudden changes in their surroundings. In this project, a naive detection algorithm was implemented to separate humans from depth images. The algorithm works by removing the ground plane, after which the floating objects can be separated more easily. The floating objects are further processed, and the human detection part is then achieved using a heuristic approach. The proposed algorithm works in real time and reliably detects people standing in a relatively open environment. However, because of the naive approach, human-sized items are wrongly detected as humans in some scenarios.Tiivistelmä. Ensimmäinen teollisuusrobotti rakennettiin 1900-luvun puolivälissä. Teollisuusrobottien tarkoitus oli korvata ihmiset tehtaiden kokoonpanolinjoilla, joissa työtehtävät olivat pääsääntöisesti yksinkertaisia ja itseään toistavia. Näiden robottien etuna on, että ne kykenevät työskentelemään kellon ympäri pelkän sähkön varassa. Vuosien mittaan robotit ovat kehittyneet yksinkertaisista koneista roboteiksi, jotka kykenevät toimimaan täysin itsenäisesti haastavissakin olosuhteissa. Itseajavat autot ja asiakaspalvelijana toimivat palvelurobotit ovat näistä hyviä esimerkkejä. Tällaiset saavutukset ovat olleet mahdollisia tekoälyn, konenäön ja syvyyskameroiden kehityksen myötä. Kone- ja syvyysnäön avulla robotit pystyvät muodostamaan itselleen selkeän kuvan ympäristöstään, mikä mahdollistaa nopean reagoinnin yllättäviinkin muutoksiin ympäristössä. Tässä työssä toteutettiin naiivi havaitsemisalgoritmi erottelemaan ihmiset syvyyskuvista. Algoritmi poistaa maatason, jonka jälkeen ilmassa leijuvat esineet voidaan erotella toisistaan. Erotetut esineet jatkokäsitellään, jonka jälkeen ihmisten havaitseminen toteutetaan heuristisella menetelmällä. Työssä esitelty algoritmi toimii reaaliajassa ja pystyy luotettavasti havaitsemaan ihmiset suhteellisen avoimessa ympäristössä, vaikkakin joissain tapauksissa ihmisen kokoiset esineet luokitellaan väärin ihmisiksi naiivin lähestymistavan vuoksi

    Evaluation of Innotrac Aio! Second-Generation Cardiac Troponin I Assay: The Main Characteristics for Routine Clinical Use

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    The availability of a simple, sensitive, and rapid test using whole blood to facilitate processing and to reduce the turnaround time could improve the management of patients presenting with chest pain. The aim of this study was an evaluation of the Innotrac Aio! second-generation cardiac troponin I (cTnI) assay. The Innotrac Aio! second-generation cTnI assay was compared with the Abbott AxSYM first-generation cTnI, Beckman Access AccuTnI, and Innotrac Aio! first-generation cTnI assays. We studied serum samples from 15 patients with positive rheumatoid factor but with no indication of myocardial infarction (MI). Additionally, the stability of the sample with different matrices and the influence of hemodialysis on the cTnI concentration were evaluated. Within-assay CVs were 3.2%–10.9%, and between-assay precision ranged from 4.0% to 17.2% for cTnI. The functional sensitivity (CV = 20 %) and the concentration giving CV of 10% were approximated to be 0.02 and 0.04, respectively. The assay was found to be linear within the tested range of 0.063–111.6 μ g/L. The correlations between the second-generation Innotrac Aio!, Access, and AxSYM cTnI assays were good (r coefficients 0.947–0.966), but involved differences in the measured concentrations, and the biases were highest with cTnI at low concentrations. The second-generation Innotrac Aio! cTnI assay was found to be superior to the first-generation assay with regard to precision in the low concentration range. The stability of the cTnI level was best in the serum, lithium-heparin plasma, and lithium-heparin whole blood samples (n = 10 , decrease < 10 % in 24 hours at +20°C and at +4°C. There was no remarkable influence of hemodialysis on the cTnI release. False-positive cTnI values occurred in the presence of very high rheumatoid factor values, that is, over 3000 U/L. The 99th percentile of the apparently healthy reference group was ≤ 0.03   μ g/L. The results demonstrate the very good analytical performance of the second-generation Innotrac Aio! cTnI assay

    Pathogenic Variant Spectrum in Breast Cancer Risk Genes in Finnish Patients

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    Recurrent pathogenic variants have been detected in several breast and ovarian cancer (BC/OC) risk genes in the Finnish population. We conducted a gene-panel sequencing and copy number variant (CNV) analysis to define a more comprehensive spectrum of pathogenic variants in BRCA1, BRCA2, PALB2, CHEK2, ATM, BARD1, RAD51C, RAD51D, BRIP1, and FANCM genes in Finnish BC patients. The combined frequency of pathogenic variants in the BRCA1/2 genes was 1.8% in 1356 unselected patients, whereas variants in the other genes were detected altogether in 8.3% of 1356 unselected patients and in 12.9% of 699 familial patients. CNVs were detected in 0.3% of both 1137 unselected and 612 familial patients. A few variants covered most of the pathogenic burden in the studied genes. Of the BRCA1/2 carriers, 70.8% had 1 of 10 recurrent variants. In the other genes combined, 92.1% of the carrier patients had at least 1 of 11 recurrent variants. In particular, PALB2 c.1592delT and CHEK2 c.1100delC accounted for 88.9% and 82.9%, respectively, of the pathogenic variation in each gene. Our results highlight the importance of founder variants in the BC risk genes in the Finnish population and could be used in the designing of population screening for the risk variants

    Antibacterial Activity of Electrodeposited Copper and Zinc on Metal Injection Molded (MIM) Micropatterned WC-CO Hard Metals

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    Antibacterial activity of electrodeposited copper and zinc both on flat and micropatterned hard metal tungsten carbide-cobalt (WC-Co) specimens was studied. Tribological wear was applied on electrodeposited specimens: coatings were completely removed from flat surfaces whereas only top of the micropillars was exposed to wear for the micropatterned specimens protecting the functional metal coating in between the micropillars. The growth of Staphylococcus aureus (S. aureus) Gram-positive bacterial species was studied on the specimens using a touch test mimicking bacterial transfer from the surfaces. Copper coated specimens prevented bacterial growth completely independent of wear or surface structure, i.e., even residual traces of copper were sufficient to prevent bacterial growth. Zinc significantly suppressed the bacterial growth both on flat and micropatterned specimens. However, adhesion of zinc was low resulting in an easy removal from the surface by wear. The micropatterned zinc specimens showed antibacterial activity as electrodeposited zinc remained intact on the sample surface between the micropillars. This was sufficient to suppress the growth of S. aureus. On the contrary, the flat zinc coated surfaces did not show any antibacterial activity after wear. Our results show that micropatterned hard metal specimens can be used to preserve antibacterial activity under tribological wear

    Plant cell culture technology in the cosmetics and food industries : current state and future trends

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    The production of drugs, cosmetics, and food which are derived from plant cell and tissue cultures has a long tradition. The emerging trend of manufacturing cosmetics and food products in a natural and sustainable manner has brought a new wave in plant cell culture technology over the past 10 years. More than 50 products based on extracts from plant cell cultures have made their way into the cosmetics industry during this time, whereby the majority is produced with plant cell suspension cultures. In addition, the first plant cell culture-based food supplement ingredients, such as Echigena Plus and Teoside 10, are now produced at production scale. In this mini review, we discuss the reasons for and the characteristics as well as the challenges of plant cell culture-based productions for the cosmetics and food industries. It focuses on the current state of the art in this field. In addition, two examples of the latest developments in plant cell culture-based food production are presented, that is, superfood which boosts health and food that can be produced in the lab or at home

    Morbidity and mortality after anaesthesia in early life: results of the European prospective multicentre observational study, neonate and children audit of anaesthesia practice in Europe (NECTARINE)

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    Background: Neonates and infants requiring anaesthesia are at risk of physiological instability and complications, but triggers for peri-anaesthetic interventions and associations with subsequent outcome are unknown. Methods: This prospective, observational study recruited patients up to 60 weeks' postmenstrual age undergoing anaesthesia for surgical or diagnostic procedures from 165 centres in 31 European countries between March 2016 and January 2017. The primary aim was to identify thresholds of pre-determined physiological variables that triggered a medical intervention. The secondary aims were to evaluate morbidities, mortality at 30 and 90 days, or both, and associations with critical events. Results: Infants (n=5609) born at mean (standard deviation [SD]) 36.2 (4.4) weeks postmenstrual age (35.7% preterm) underwent 6542 procedures within 63 (48) days of birth. Critical event(s) requiring intervention occurred in 35.2% of cases, mainly hypotension (&gt;30% decrease in blood pressure) or reduced oxygenation (SpO2 &lt;85%). Postmenstrual age influenced the incidence and thresholds for intervention. Risk of critical events was increased by prior neonatal medical conditions, congenital anomalies, or both (relative risk [RR]=1.16; 95% confidence interval [CI], 1.04–1.28) and in those requiring preoperative intensive support (RR=1.27; 95% CI, 1.15–1.41). Additional complications occurred in 16.3% of patients by 30 days, and overall 90-day mortality was 3.2% (95% CI, 2.7–3.7%). Co-occurrence of intraoperative hypotension, hypoxaemia, and anaemia was associated with increased risk of morbidity (RR=3.56; 95% CI, 1.64–7.71) and mortality (RR=19.80; 95% CI, 5.87–66.7). Conclusions: Variability in physiological thresholds that triggered an intervention, and the impact of poor tissue oxygenation on patient's outcome, highlight the need for more standardised perioperative management guidelines for neonates and infants. Clinical trial registration: NCT02350348
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