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Breast cancer is currently the most prevalent type of cancer in women, with a growing number of fatalities worldwide. Different imaging methods like mammography, computed tomography, Magnetic Resonance Imaging, ultrasound, and biopsies assist in detecting breast cancer. Recent developments in deep learning have revolutionized breast cancer pathology by facilitating accurate image categorization. This study introduces a novel approach to enhance detection and classification using the Convolutional Neural Network Deep Learning method and Transfer Learning to create a high-speed, accurate image classification model. The model is trained on pre-processed data subjected to thorough analysis and augmentation to ensure the quality of inputs. The experimental results from the Breast Ultrasound Image dataset indicate that our model, with a 0.1 test size ratio, outperforms its counterparts. It achieved an accuracy of 90.12%, with a loss of 0.2641, validation accuracy of 90.15%, and validation loss of 0.31, evidencing its superior classification capability. This research introduces an innovative approach to the automated diagnosis of breast cancer. By combining CNN, Transfer Learning, and data augmentation, we have developed a desktop application that expedites the classification process and significantly improves accuracy. This advancement represents a key development in machine learning applications for breast cancer prognostics and diagnostics. Doi: 10.28991/ESJ-2024-08-06-014 Full Text: PDF

Global crop production is significantly reduced by rapid changes in the climate, either by natural or manmade activities. The frequent application of various fertilizers, has resulted in soil pollution, which is further exacerbated by water scarcity. The indiscriminate use of chemical fertilizers has led to devastating consequences such as reduction of soil fertility, environmental contamination, increased insect resistance, destroyed biodiversity, and ultimately resulted in heavy economic losses. Another approach being investigated and explored is the use of biofertilizers, which is a better supplement to improve crop yields without harming the environment. However, a significant challenge lies in the fact that plants cannot utilize whole biofertilizer intact, as much of the portion remained unabsorbed or became part of the soil instead of reaching the targeted site. This problem can be solved by nanotechnology; nano-biofertilizers increase tolerance against abiotic stresses. They improve plant morphology, biochemistry and yield, as well as soil composition. Thus, in comparison to conventional chemical fertilizers, nano-biofertilizer produce eco-friendly, sustainable and longer-lasting outcomes. This paper discusses a review of biofertilizer formulations based on nanotechnology for sustainable agriculture development. The invention and application of nano-biofertilizer on various plant species is highlighted in this paper, along with how it improves the growth and development of plants.

Abstract Background Women who are migrants experience discrimination and face major risks, including sexual exploitation, trafficking, and violence, which affect their health and well-being. This study explored critical health incidents experienced by immigrant Thai women in marriage migration. Methods A qualitative explorative approach with in-depth interviews was used. Forty immigrant Thai women who currently or previously had a Swedish spouse were recruited for the study. An inductive critical incident technique was used to collect and analyze the data as the first step. In a second deductive step, the Newman system model was used to categorize health dilemmas. Results The women reported 438 critical health incidents in five main areas. Psychological health dilemmas included emotional abuse, feeling overwhelmed due to family responsibilities and the stress of leaving family behind. Sociocultural health dilemmas included transnational family duties or not performing family duties. Physiological health dilemmas included experiencing physical violence and environmental, domestic or work accidents. Developmental health dilemmas included failing health, difficulties upholding the duties expected of a spouse in the target culture and caring for an elderly husband. Spiritual health dilemmas included critical incidents in which the women perceived themselves to have failed in their hopes and duties as a wife, which intensified their dependence on faith, particularly the Buddhist concept of karma. Conclusion Professionals in health and welfare practices in Thailand together with professionals in Western countries who work with women in marriage migration situations need to recognize the psychological, sociocultural, physiological, developmental, and spiritual health dilemmas experienced by these women. Furthermore, civil organizations that meet Thai women in foreign countries, such as Buddhist cultural associations, would benefit from the multicultural knowledge revealed by the present study. This knowledge can facilitate healthcare and welfare support for women in marriage migration situations.

IntroductionLectins are carbohydrate-binding proteins that are extremely selective for sugar groups in the other molecules. As a result, they perform a variety of roles in biological processes involving cell, carbohydrate, and protein recognition at the cellular and molecular levels. Because lectins can bind to carbohydrates, they may play a role in determining the rate of carbohydrate digestion. They also bind to some proteins involved in diabetes mellitus (DM) pathophysiology. The present review aims to summarize the efficiency of lectins from different sources as potential antihyperglycemic agents.MethodsThe Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines were employed for the drafting. In this regard, published scientific articles on the effects of different lectins on blood glucose (BG), glucose tolerance, hormonal effects, carbohydrate-digesting enzymes, oxidative stress, and insulin production process were collected from reputed journals using electronic databases. Furthermore, the toxicity effects of lectins from different sources were collected. A specific keyword search was completed to collect numerous articles with unique experimental designs and significant results. This was followed by the selection of the requisite articles based on the criteria designed by the authors. Data extraction was based on the common research elements included in the articles.Results and DiscussionOf 13 identified studies, 11 studies were considered after double screening based on the inclusion criteria. All 11 pharmacological investigations were considered for review. Subsequent studies reflected on the pharmacological properties of lectins on the levels of BG, oxidative stress, β-cell proliferation, insulin resistance, inhibition of carbohydrate digesting enzymes, body weight, food and water intake, lipid profile, and other parameters. This review highlights lectins as potential anti-diabetic agents.ConclusionHowever, due to limited research, systematic evaluation is recommended for their development and promotion as effective potential antihyperglycemic agents. The clinical efficacy and safety of lectins against diabetes mellitus must also be evaluated.

Summary: Purpose: This study explored the lived experiences of Thai women in relation to alcohol addiction in treatment. Methods: Twelve women aged 20 to 65 years, were participated. The participants were recruited from two special hospitals and one outpatient clinic in a general hospital. Descriptive phenomenology was applied to analyze the transcripts of the individual interviews. Result: The explored phenomenon of Thai women experiencing alcohol addiction included four essential aspects, (1) feeling inferior and worthless (2) feeling physically and emotionally hurt, (3) fearing physical deterioration and premature death, and (4) feeling superior and powerful. Through these different aspects of Thai women's lived experiences, the following essence was synthesized. The essence of the lived experience of alcohol addiction among the studied Thai women was ambivalence between feeling inferior and worthless and feeling superior and powerful when acting as a man. Drinking alcohol lessened life's difficulties and fears; for example, of violence, bodily demolition, premature death and marginalization from family and society. Conclusion: Thai women who experience alcohol addiction are treated with gender-related double standards when trying to undo gender traditional roles. Their marginalization from family and society deepens making them even more vulnerable to the positive side effects of alcohol drinking. Keywords: alcoholism, alcohol drinking, gender identity, violence

Background: Many Thai people experiencing alcohol addiction do not seek help, and those who do often have inadequate access to treatment. There are few research studies focusing on alcohol addiction treatment in Thailand. Objective: The purpose of the current study was to identify barriers to the treatment of alcohol addiction and to collect experts’ suggestions for improving treatment in Thailand. The Delphi technique was used to achieve consensual agreement among an expert panel within the field of alcohol addiction and treatment. Design: Three rounds of a Delphi survey were completed by a panel of experts in alcohol addiction, including physicians, nurses, social workers, psychologists, healthcare officers, and an Alcoholics Anonymous member. The open-ended answers provided by 34 experts in the first round resulted in 60 statements, which were later grouped into three themes. After three rounds of questionnaires, 51 statements were accepted as consensus. Results: Thirty-two experts participated in all three Delphi rounds. Over 80% of participants were particularly concerned about five obstacles to alcohol addiction treatment. The majority of suggestions from the expert panel were related to patients’ right to treatment and the national policy for reducing the negative effects of alcohol. According to the results of the present study, the experts suggested that the treatment of alcohol addiction should be continuous from primary care to tertiary care, and convenient pathways should be established in healthcare services. The experts would also like to increase the number of healthcare providers and improve their knowledge and skills in working with people experiencing alcohol addiction. Conclusions: Equal rights to health and treatment for people experiencing alcohol addiction in Thailand require policy improvements, as well as acceptance and awareness of alcohol addiction from both the public and policymakers.

Background: Intimate partner violence by men against women has detrimental effects on equality, health and integration. Migrated and ‘imported’ wives experience an increased risk of intimate partner violence. Objectives: The purpose of this study was to explore Thai immigrant women’s lived experiences of intimate partner violence in Sweden. Method: Semi-structured interviews based on the critical incident technique with specific questions about experiences of male-to-female intimate partner violence were used to collect data. The participants were Thai immigrant women who had lived in Sweden for more than five years. Qualitative content analysis was used to identify patterns and variations in the transcribed data material. Results: Eighteen interviewees reported psychological, physical, economic and/or sexual violence in their international marriages. These Thai women described being faithful and silent and reliable housewives. However, this did not keep them from being replaced and losing dignity as a result of intimate partner violence, including experiencing broken dreams and deception. Although their dreams were broken, they did not give up their efforts to achieve better lives in Sweden. Conclusions: The vulnerability of imported wives in international marriages needs to be further recognised by health and welfare agencies in Sweden, as elsewhere, to ensure that these women have equal access to human rights, welfare and health as other citizens. From a health promotion perspective, home-based health check-ups are needed to stop the exploitation of imported wives. In Thailand, information and education about the unrecognised negative conditions of the Mia farang role (Imported wife role) need to be disseminated.