An expert botanical feature extraction technique based on phenetic features for identifying plant species

In this paper, we present a new method to recognise the leaf type and identify plant species using phenetic parts of the leaf; lobes, apex and base detection. Most of the research in this area focuses on the popular features such as the shape, colour, vein, and texture, which consumes large amounts of computational processing and are not efficient, especially in the Acer database with a high complexity structure of the leaves. This paper is focused on phenetic parts of the leaf which increases accuracy. Detecting the local maxima and local minima are done based on Centroid Contour Distance for Every Boundary Point, using north and south region to recognise the apex and base. Digital morphology is used to measure the leaf shape and the leaf margin. Centroid Contour Gradient is presented to extract the curvature of leaf apex and base. We analyse 32 leaf images of tropical plants and evaluated with two different datasets, Flavia, and Acer. The best accuracy obtained is 94.76% and 82.6% respectively. Experimental results show the effectiveness of the proposed technique without considering the commonly used features with high computational cost

Hepatoprotective Effect Of Cymbopogon Citratus Aqueous Extract Against Hydrogen Peroxide-Induced Liver Injury In Male Rats

Background: Cymbopogon citratus (Poaceae) a tropical perennial herb plant that is widely cultivated to be eaten either fresh with food or dried in tea or soft drink has been reported to possess a number of medicinal and aromatic properties. This study aimed at evaluating the protective effects of C. citratus aqueous extract against liver injury induced by hydrogen peroxide (H2O2), in male rats.Materials and Methods: Twenty-five rats were randomly divided into five different groups of five animals in each group; (1) Control. (2) Received H2O2 (0.5%) with drinking water. (3), and (4) received H2O2 and C. citratus (100 mg·kg-1 b wt), vitamin C (250 mg·kg-1 b wt) respectively. (5), was given C. citratus alone. The treatments were administered for 30 days. Blood samples were collected and serum was used for biochemical assay including liver enzymes activities, total protein, total bilirubin and malonaldehyde, glutathione in serum and liver homogenates. Liver was excised and routinely processed for histological examinations.Results: C. citratus attenuated liver damage due to H2O2 administration as indicated by the significant reduction (p<0.05), in the elevated levels of ALT, AST, ALP, LDH, TB, and MDA in serum and liver homogenates; increase in TP and GSH levels in serum and liver homogenates; and improvement of liver histo-pathological changes. These effects of the extract were similar to that of vitamin C which used as antioxidant reference.Conclusion: C. citratus could effectively ameliorate H2O2-induced oxidative stress and prevent liver injury in male rats.Key Words: Cymbopogon citratus, Vitamin C, Hydrogen peroxide, Rat, Liver enzymes, Serum proteins, Histopathology

Does empowerment matter? Perceptions of nursing leaders in Pakistan through qualitative approach.

Background: In a patriarchal society like Pakistan, where women are oppressed, women dominating professions like nursing is mostly seen as disempowered and requires considerable struggle to achieve its due recognition and respect. Aim: This study aims to explore the experiences of empowerment among the nursing leaders of Pakistan. Methods: This study uses a qualitative descriptive design. Total of twelve Pakistani Nursing leaders were interviewed using semi-structured interview guideline to explore their experiences of empowerment. Results: The study findings revealed five major categories which include: status of a nurse, nursing profession, power relationships, value-belief system, and leadership and management. Conclusions: Nurses’ empowerment is essential for enhancing the image and status of nursing profession in Pakistan. The study identified various personal and professional factors affecting nurses’ empowerment in the country and suggests various strategies, such as access to higher nursing education, development of enhanced nursing leadership competencies and understanding of power and politics of the organization, through which nurses can achieve empowerment

Image encryption techniques: A comprehensive review

This paper presents an exhaustive review of research within the field of image encryption techniques. It commences with a general introduction to image encryption, providing an overview of the fundamentals. Subsequently, it explores a comprehensive exploration of chaos-based image encryption, encompassing various methods and approaches within this domain. These methods include full encryption techniques as well as selective encryption strategies, offering insights into their principles and applications. The authors place significant emphasis on surveying prior research contributions, shedding light on noteworthy developments within the field. Additionally, the paper addresses emerging challenges and issues that have arisen as a consequence of these advancements

Predicting Household Water Consumption Events: Towards a Personalised Recommender System to Encourage Water-conscious Behaviour

© 2019 IEEE. Recommender systems assist customers to make decisions; however, the modest adoption of digital technology in the water industry means no such system exists for household water users. Such a system for the water industry would suggest to consumers the most effective ways to conserve water based on their historical data from smart water meters. The advantage for water utilities in metropolitan areas is in managing demand, such as low pressure during peak hours or water shortages during drought. For customers, effective recommendations could save them money. This paper presents a novel vision of a recommender system prototype and discusses the benefits both for the consumers and the water utility companies. The success of this type of system would depend on the ability to anticipate the time of the next major water use so as to make useful, timely recommendations. Hence, the prototype is based on a long short-term memory (LSTM) neural network that predicts significant water consumption events (i.e., showers, baths, irrigation, etc.) for 83 households. The preliminary results show that LSTM is a useful method of prediction with an average root mean square error (RMSE) of 0.403. The analysis also provides indications of the scope of further research required for developing a commercially successful recommender system

High imperceptibility and robustness watermarking scheme for brain MRI using Slantlet transform coupled with enhanced knight tour algorithm

This research introduces a novel and robust watermarking scheme for medical Brain MRI DICOM images, addressing the challenge of maintaining high imperceptibility and robustness simultaneously. The scheme ensures privacy control, content authentication, and protection against the detachment of vital Electronic Patient Record information. To enhance imperceptibility, a Dynamic Visibility Threshold parameter leveraging the Human Visual System is introduced. Embeddable Zones and Non-Embeddable Zones are defined to enhance robustness, and an enhanced Knight Tour algorithm based on Slantlet Transform shuffles the embedding sequence for added security. The scheme achieves remarkable results with a Peak Signal-to-Noise Ratio (PSNR) evaluation surpassing contemporary techniques. Extensive experimentation demonstrates resilience to various attacks, with low Bit Error Rate (BER) and high Normalized Cross-Correlation (NCC) values. The proposed technique outperforms existing methods, emphasizing its superior performance and effectiveness in medical image watermarking

Evidence for Contribution of CD4+CD25+ Regulatory T Cells in Maintaining Immune Tolerance to Human Factor IX following Perinatal Adenovirus Vector Delivery

Following fetal or neonatal gene transfer in mice and other species immune tolerance of the transgenic protein is frequently observed; however the underlying mechanisms remain largely undefined. In this study fetal and neonatal BALB/c mice received adenovirus vector to deliver human factor IX (hFIX) cDNA. The long-term tolerance of hFIX was robust in the face of immune challenge with hFIX protein and adjuvant but was eliminated by simultaneous administration of anti-CD25+ antibody. Naive irradiated BALB/c mice which had received lymphocytes from donors immunised with hFIX developed anti-hFIX antibodies upon immune challenge. Cotransplantation with CD4+CD25+ cells isolated from neonatally tolerized donors decreased the antibody response. In contrast, cotransplantation with CD4+CD25− cells isolated from the same donors increased the antibody response. These data provide evidence that immune tolerance following perinatal gene transfer is maintained by a CD4+CD25+ regulatory population

Identification of Mycobacterium tuberculosis clinical isolates in Bangladesh by a species distinguishable multiplex PCR

<p>Abstract</p> <p>Background</p> <p>Species identification of isolates belonging to the <it>Mycobacterium tuberculosis </it>complex (MTC) seems to be important for the appropriate treatment of patients, since <it>M. bovis </it>is naturally resistant to a first line anti-tuberculosis (TB) drug, pyrazinamide, while most of the other MTC members are susceptible to this antimicrobial agent. A simple and low-cost differentiation method was needed in higher TB burden countries, such as Bangladesh, where the prevalence of <it>M. bovis </it>among people or cattle has not been investigated.</p> <p>Methods</p> <p>Genetic regions <it>cfp32</it>, RD9 and RD12 were chosen as targets for a species distinguishable multiplex PCR and the system was evaluated with twenty reference strains of mycobacterial species including non-tubercular mycobacteria (NTM). A total of 350 clinical MTC isolates obtained in Bangladesh were then analyzed with this multiplex PCR.</p> <p>Results</p> <p>All of the MTC reference strains gave expected banding patterns and no non-specific amplifications were observed in the NTM strains. Out of 350 clinical isolates examined by this method, 347 (99.1%) were positive for all of the <it>cfp32</it>, RD9 and RD12 and determined as <it>M. tuberculosis</it>. Two isolates lacked <it>cfp32 </it>PCR product and one lacked RD12, however, those three samples were further examined and identified as <it>M. tuberculosis </it>by the sequence analyses of <it>hsp65 </it>and <it>gyrB</it>.</p> <p>Conclusions</p> <p>The MTC-discrimination multiplex PCR (MTCD-MPCR) developed in this study showed high specificity and was thought to be very useful as a routine test because of its simplicity. In the current survey, all the 350 MTC isolates obtained from Bangladesh TB patients were determined as <it>M. tuberculosis </it>and no other MTC were detected. This result suggested the general TB treatment regimen including pyrazinamide to be the first choice in Bangladesh.</p

The Integration of Microbial Inoculation and Organic Fertilization to Improve the Productivity of Wheat (Triticum aestivum L.) in New Land

This study was conducted to investigate the integration between the microbial inoculation and organic fertilization to improve the wheat productivity. Therefore, two wheat varieties (Misr-1 and Seds-12) were tested under three rates (8, 10 and 12 tons/fed) of supported compost and various microbial inoculation treatments during of 2012/2013 and 2013/2014 seasons. The main obtained results revealed that the Misr-1 wheat variety recorded significant increases in yield and its components except average of grains number/spike during the two seasons. Moreover, the interaction among three experiment factors showed that Misr-1 wheat variety, 10 ton/fed of supported compost and microbial inoculation by Trichoderma + Bacillus subtilis gave the greatest values for number of spike/m2, spike weight, average grain weight per spike, 1000-grain weight, biological yield, total yield/fed and protein content. However, highest number of grains per spike were recorded with Seds-12 wheat variety and 10 tons/fed of supported compost + inoculated by Trichoderma + Bacillus subtilis