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Artificial intelligence has the potential to support radiology workflows by assisting in the identification of cases that may require additional clinical attention. However, alert-oriented medical AI systems should provide not only classification outputs but also interpretable evidence that can be reviewed and audited by clinicians. This study develops and evaluates an explainable multimodal framework for binary chest X-ray alert classification using paired radiology reports and chest X-ray images. The text branch employs TF-IDF n-gram features with a class-balanced Logistic Regression classifier, while the image branch fine-tunes a pretrained ResNet18 model. The two branches are integrated through probability-level late fusion using a validation-selected fusion weight. Explainability is implemented in a modality-specific manner: global coefficient analysis is used to identify influential textual cues, while Grad-CAM heatmaps are used to visualize salient image regions. Experiments were conducted on paired samples from the Open-i/IU X-Ray dataset using text-only, image-only, and fusion-based evaluation settings. Additional analyses include case-level complementarity analysis, bootstrap confidence intervals for ROC-AUC, shortcut-feature inspection, and qualitative Grad-CAM auditing. The results indicate that the text modality provides the dominant predictive signal under the current proxy-label setting. Late fusion produced a small descriptive improvement on the test set, increasing accuracy from 0.8533 to 0.8667, F1-score from 0.8817 to 0.8936, and ROC-AUC from 0.8936 to 0.9025 compared with the text-only baseline. However, the observed ROC-AUC improvement was not statistically conclusive based on bootstrap analysis. These findings suggest that the proposed framework is useful as a reproducible and auditable multimodal prototype, while also highlighting important limitations, including proxy-label ambiguity, potential label leakage from radiology reports, limited image-branch contribution, lack of external validation, and the need for stronger explanation and calibration assessment.

Amid the accelerating rhythm of digital culture, academic competition, and the changing patterns of student life in higher education, the formation of Muslim student character has become an increasingly urgent concern. A campus mosque can no longer be viewed merely as a place of worship; it must also be understood as a strategic nonformal Islamic educational space that nurtures spirituality, morality, social awareness, and student identity in a more contextual way. This study aims to analyze the role of the campus mosque as a space for shaping Muslim student character through the Islamic mentoring program at Masjid Syamsul Ulum, Telkom University. This research employs a descriptive qualitative approach based on document study and thematic analysis of scholarly articles, mentoring program documents, and relevant works on campus mosques, religious moderation, and student character education. The findings show that the mentoring program at Masjid Syamsul Ulum is systematically designed through a clear structure, curriculum, methods, evaluation tools, and mentor regeneration, all of which are integrated with the institutional values of Harmony, Excellence, and Integrity. Socioculturally, the program functions not only as a medium for religious instruction but also as a process of value internalization, habituation of religious practice, strengthening of moderation, and construction of Muslim student identity within a technology-oriented university environment. This study proposes a conceptual understanding that the campus mosque can serve as a strategic space for shaping Muslim students who are religious, moderate, collaborative, and adaptive in the digital era.

This study aims to analyze the implementation of public policies in improving community welfare through the Direct Cash Assistance (BLT) Program, the Subsidized Direct Cash Assistance (BLTS), and rice distribution managed by the State Logistics Agency (BULOG) in Cipete Village. The research method used is a descriptive qualitative approach. Data collection techniques were carried out through interviews with policy implementers and beneficiary communities, direct observation of the aid distribution process, and review of relevant official documents and data. The results show that the BLT and BLTS programs play a significant role in helping low-income communities meet their basic needs and increasing household purchasing power, especially during unstable economic conditions. Meanwhile, rice distribution by BULOG supports community food security by providing access to staple foods at prices lower than market rates. Despite the positive impacts, the implementation of these three programs still faces various obstacles, including inaccurate beneficiary targeting due to imprecise and rarely updated data, delays in the distribution process, lack of information transparency, and suboptimal inter-agency coordination. Based on these findings, improvements are required, such as developing an integrated and technology-based data system, increasing information disclosure to the public, strengthening monitoring and periodic evaluation systems, and enhancing cooperation among related institutions. Optimizing the implementation of these social assistance programs is expected to create sustainable, equitable, and targeted improvements in community welfare.

This community service activity aimed to build a disaster preparedness culture through earthquake and tsunami simulation activities at Madrasah Aliyah Negeri 2 Suak Timah, West Aceh Regency. The activity was motivated by the high risk of earthquake and tsunami disasters in the coastal area of West Aceh and the limited understanding of students regarding disaster mitigation and evacuation procedures. This program was carried out through collaboration between the Regional Disaster Management Agency (BPBD) of West Aceh Regency, lecturers from the Civil Engineering Department of Teuku Umar University, the Samatiga Community Health Center, and the school. The methods used included education, socialization, demonstrations, and direct simulations regarding self-rescue actions during earthquakes and tsunamis. The simulation was conducted at Suak Timah Football Field as the evacuation gathering point. The results showed an increase in students’ and school members’ knowledge and preparedness in facing disasters. Participants were able to understand evacuation routes, perform self-protection actions, and follow evacuation procedures in an orderly and rapid manner. Evaluation results indicated that disaster mitigation understanding reached 85%, self-rescue ability 88%, accuracy in following evacuation routes 90%, discipline during simulation 92%, and participant involvement reached 95%. This activity also encouraged the formation of a disaster awareness culture and the emergence of active student roles as preparedness pioneers within the school environment. Therefore, disaster simulation proved to be an effective educational medium in improving the capacity and preparedness of school communities toward earthquake and tsunami risks.

This study aimed to describe: (1) the development process of the Eksotika Pop-Up Book media on local wisdom material for fourth-grade elementary school students, (2) the validity of the media, (3) its effectiveness, and (4) students’ responses toward the media. This research employed a Research and Development (R&D) method using the ADDIE model, consisting of Analyze, Design, Development, Implementation, and Evaluation stages. The study was conducted at UPT SDN 256 Gresik. Data were collected through interviews, observations, validation questionnaires from media and material experts, student response questionnaires, and learning outcome tests. The results showed that the Eksotika Pop-Up Book media was feasible for use in learning activities, obtaining a media expert validation score of 95.31% and a material expert validation score of 93.75%, both categorized as very valid. The media and content were aligned with the learning objectives and supported students’ understanding of local wisdom traditions in Gresik, including Rebo Wekasan, Malam Selawe, Pasar Bandeng, Sanggring, Pencak Macan, and Damar Kurung. Therefore, the Eksotika Pop-Up Book is considered valid and feasible as an alternative learning medium for Grade IV IPAS learning.

This study examines the reproduction of social inequality in education through the theoretical framework of Pierre Bourdieu within a critical sociology perspective. The background of this research is rooted in the persistent gap in educational access, participation, and achievement among students from different social classes, which indicates that education does not always function as a tool for social mobility. The objective of this study is to analyze how mechanisms such as habitus, cultural capital, social capital, and the educational field contribute to sustaining inequality. This research employs a qualitative descriptive approach, with data collected through in-depth interviews, observations, and document analysis within an educational setting characterized by diverse socio-economic backgrounds. The findings reveal that students from higher socio-economic backgrounds tend to possess dominant cultural capital and habitus that align with institutional expectations, giving them a significant advantage in academic achievement. Conversely, students from lower socio-economic backgrounds face structural and symbolic barriers that limit their opportunities. The study also finds that educational practices, including teaching methods and evaluation systems, implicitly favor certain groups, thereby reinforcing inequality. The implications of this research highlight the need for more inclusive educational policies and practices that recognize diverse forms of capital and promote equal opportunities for all students. Ultimately, this study contributes to a deeper understanding of how education functions as a site of social reproduction rather than merely a neutral institution.  

The shift in the international political order from a unipolar to a multipolar system has created increasingly complex global security dynamics and the potential for conflicts among states. This condition requires improving international political literacy among civil society, particularly Indonesian youth, so they can critically understand and respond to geopolitical transformations. In response to this urgency, this Community Service Program (PKM) aimed to enhance students’ global issue literacy through the Foreign Policy Community of Indonesia (FPCI) Goes To School (FGTS) 5.0 program themed Conflict & Military. The activity was conducted on April 6, 2026, involving 40 eleventh-grade students at SMA Negeri 97 Jakarta. The implementation method combined interactive lectures with popular culture references to make the material easier for teenagers to understand. Evaluation was conducted through pre-tests and post-tests in the form of multiple-choice quizzes. The material covered the concept of United States national interests, the Board of Peace (BoP) security initiative, Realism Theory, and the conflicts involving the United States, Israel, and Iran. The evaluation results showed that students had strong understanding of popular global issues but limited comprehension of technical aspects related to international institutions, such as the role of the International Atomic Energy Agency (IAEA). Therefore, future international political literacy programs should focus more on strategic and technical issues that are less familiar to the public.

Teacher professionalism is a key factor in improving the quality of education, especially in the context of rapid changes that demand continuous competency development. Therefore, sustainable professional development for teachers has become an essential need. This article aims to examine strategies for developing teacher professionalism through reflection and the implementation of best practices in learning. The method used is a literature study with a descriptive qualitative approach, by analyzing various sources such as scientific journals, books, and relevant articles. The results show that reflection plays an important role as a means of self-evaluation that helps teachers continuously improve the quality of learning, while best practices provide concrete examples of effective and innovative teaching practices. Reflection enables teachers to identify strengths and weaknesses in their instructional processes, thereby encouraging continuous improvement and adaptive teaching strategies. Meanwhile, best practices serve as a reference for implementing evidence-based and student-centered learning approaches that can enhance classroom engagement and learning outcomes. The integration of reflection and best practices is proven to strengthen teachers' competencies holistically by combining critical self-assessment with proven pedagogical strategies. This synergy also supports collaborative learning among educators and encourages the sharing of effective teaching experiences. Thus, sustainable teacher professional development can be achieved through the consistent application of these strategies, ultimately contributing to improved educational quality and more effective learning environments in schools.

Schizophrenia is a severe mental disorder often accompanied by auditory hallucinations and has a significant impact on patients’ psychosocial functioning. This condition can reduce medication adherence, thereby increasing the risk of relapse. In this context, the role of caregivers is crucial in supporting treatment success. This study aims to describe psychiatric nursing care for patients with auditory hallucinations in improving medication adherence through caregiver involvement. The method used is a case study with a nursing process approach, including assessment, nursing diagnosis, planning, implementation, and evaluation. Interventions focus on hallucination management, psychoeducation, and caregiver involvement in care. The results show an increase in patients’ and families’ knowledge regarding the illness and its treatment, improved medication adherence, and enhanced patient ability to control responses to auditory hallucinations. Caregiver involvement has been shown to assist in supervision and providing support to patients. Therefore, comprehensive psychiatric nursing care through hallucination management, psychoeducation, and caregiver involvement is effective in improving medication adherence and controlling symptoms in patients with auditory hallucinations.

The use of synthetic pesticides in the agricultural sector remains the primary choice for farmers in Indonesia due to their high effectiveness, but their massive use has negative impacts on human health and the environment. Therefore, there is a need for environmentally friendly and sustainable pesticide innovations. Red onion peel waste with the addition of TiO₂ nanotechnology is a strategic development step as a solution to the dangers of synthetic pesticides. Red onion peel contains bioactive compounds such as acetogenin, squamocin, gibberellin, cytokinin, and abscisic acid, which have the potential to be natural pest control agents. The process of making organic pesticides is carried out through the maceration of onion skins, followed by the addition of TiO₂ nanoparticles that act as photocatalytic catalysts to increase pesticide effectiveness and degrade synthetic pesticide residues. The development of these organic pesticides is in line with the principles of Green Chemistry, particularly designing safer chemicals, catalysis, design for degradation, and real-time pollution prevention. Through the implementation of strategic steps such as research, testing, socialization, and continuous evaluation, TiO₂ nanotechnology-based organic red onion peel pesticides have the potential to become a safe, effective, and environmentally friendly alternative in supporting sustainable agriculture in Indonesia.

Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder characterized by impairments in social interaction, communication difficulties, and restricted and repetitive behaviors. In addition to these core symptoms, children with ASD often experience gastrointestinal disturbances that are thought to be related to the gut–brain axis. One non-pharmacological intervention that has been widely studied to reduce ASD symptoms is the gluten-free casein-free (GFCF) diet. However, evidence regarding its effectiveness in improving behavioral symptoms remains inconsistent. This study aims to review previous research on the impact of gluten and casein consumption on behavioral symptoms in children with ASD using a narrative literature review approach. Literature searches were conducted in PubMed, ScienceDirect, and Google Scholar for articles published between 2014 and 2024 using the keywords Autism Spectrum Disorder (ASD), behavior, GFCF diet, gluten, and casein. The review results indicate that most studies report potential benefits of the GFCF diet in improving certain behavioral symptoms in children with ASD, particularly hyperactivity, behavioral problems, stereotypical behavior, attention, and cognitive function. Some studies also show improvements in autism evaluation scores after dietary implementation over a specific period. However, findings remain inconsistent due to differences in study design, sample size, intervention duration, dietary adherence, and the heterogeneity of ASD characteristics among children. In conclusion, the GFCF diet has potential as a complementary intervention to improve certain behavioral symptoms in children with ASD, but further high-quality studies with larger samples are needed to confirm its effectiveness more consistently.

In the field of education, cheating remains a critical issue of academic dishonesty. This phenomenon does not merely affect students' grades but also obstructs the development of core character values, including integrity, responsibility, and independence in the pursuit of knowledge. This article aims to analyze the factors influencing cheating behavior and evaluate various forms of intervention from the perspective of early detection of problematic behavior. This study employs a literature review method, examining 20 relevant scientific articles published between 2021 and 2026. The findings reveal that cheating behavior is influenced by internal factors such as self-efficacy, self-control, self-confidence, religiosity, and self-esteem as well as external factors, including peer conformity, parental pressure, the learning environment, and evaluation systems. Effective interventions include group counseling services, classical guidance, modifications to evaluation systems, and the utilization of Artificial Intelligence-based technology to detect potential academic fraud. Consequently, efforts to prevent cheating behavior require a multidimensional approach involving students, teachers, parents, and school policies to cultivate an academic culture of integrity.

This study aims to investigate the influence of academic qualifications, managerial capabilities, and Perceived Organizational Support (POS) on emotional exhaustion and its implications for employee productivity at Sunan Kudus Islamic Hospital. Using a quantitative approach, data were collected via a questionnaire from 138 respondents. Instrument evaluation procedures were conducted through validity and reliability tests, while hypothesis testing was analyzed using Structural Equation Modeling (SEM). The findings reveal that academic qualifications and POS have a significant negative effect on emotional exhaustion, indicating that increased intellectual competence and strong organizational support are effective in reducing staff emotional exhaustion. Conversely, managerial capabilities were found to have no significant influence on emotional exhaustion. In the context of performance, the analysis results show that academic qualifications, managerial capabilities, and POS have a partial, positive, and significant effect on work productivity. Practically, this study suggests that hospital management prioritize human capital development and the strengthening of a supportive organizational climate to mitigate emotional exhaustion while accelerating operational efficiency in a sustainable manner.

The development of digital technology and artificial intelligence (AI) has increased youth interaction in cyberspace, while also elevating the risk of digital crimes, both as perpetrators and victims. This community service program AIms to strengthen legal awareness and AI-based self-protection skills among students of SMKN 1 Kaligondang, \Purbalingga Regency. The implementation methods include interactive workshops, digital security trAIning, case simulations, and the use of a mini AI assistant as a preventive educational tool. Evaluation was conducted through pre-test and post-test assessments, participatory observation, and participant reflection. The results indicate an improvement in participants’ understanding of digital law, particularly regarding the provisions of the Law on Electronic Information and Transactions and its relevance to the Indonesian Criminal Code. In addition, participants’ technical skills in securing digital accounts, identifying phishing attempts, and responding to cyber risks have also improved. The use of AI has proven to enhance participation and contextual understanding. Overall, the program is effective in fostering legal awareness, improving digital protection capabilities, and shaping responsible behavior in cyberspace.

This study aims to analyze the effectiveness of corporate zakat management in reducing economic inequality from the perspective of muamalah. The research employs a library research method with a qualitative-descriptive approach by examining various literature sources, empirical data, and regulations related to corporate zakat in Indonesia. The findings reveal that corporate zakat management achieves optimal effectiveness when zakat funds are distributed through a productive zakat scheme. This scheme is implemented through six main stages: preliminary surveys of beneficiaries, regular assistance, provision of business capital, business partner guidance, motivational training, and periodic evaluations of beneficiaries’ business development. However, practical implementation still faces several challenges. The allocation of funds for business capital among economically disadvantaged communities has only reached approximately 0.4%, while the majority of zakat funds, around 97.1%, are still utilized for consumptive assistance. This condition indicates that the economic empowerment function of zakat has not yet been fully optimized. Therefore, integrative solutions are required, including institutional strengthening through the establishment of Islamic microfinance units such as Baitul Maal wat Tamwil (BMT) internally, as well as stronger government regulations through tax deductible incentive policies externally to support the sustainable optimization of corporate zakat distribution.

National milkfish aquaculture production in 2024 reached 792,864 tons, highlighting the strategic role of this commodity in supporting the economy of coastal communities. central java,as one of the main contributors, has significant potential for pond development, including in Ujungwatu Village, Jepara Regency. However, pond management still faces challenges regarding human resource (HR) quality and the optimal utilization of technology. This community service program aims to enhance students’ capacity through outreach and training on Internet of Things (IoT)-based milkfish pond development as an effort to strengthen HR at the Sidomaju 2 SME. Implementation methods include the stages of observation and problem identification, work program planning, WebGIS design, IoT outreach and implementation, and evaluation. The materials covered included an introduction to IoT concepts based on ESP8266, pond monitoring, milkfish feed management, and the implementation of WebGIS as a digital mapping system for the Kalingga milkfish ponds.The activity was attended by 20 students from MA NU Ujungwatu and was conducted in a participatory manner through experiential learning. The results of the activity demonstrated an increase in students’ understanding of the application of technology in milkfish farming, as well as heightened awareness of the importance of efficient and sustainable pond management. The main output of the program is the Kalingga Milkfish Pond WebGIS, which can be utilized as a digital medium for education and monitoring of pond areas. This program contributes to improving students’ technological literacy while supporting the strengthening of pond operational systems based on digital innovation.

This research is motivated by the increasing role of Artificial Intelligence (AI) in organizational transformation and the crucial function of leadership in ensuring its successful implementation. The primary objective of this study is to analyze the relationship between leadership, AI integration, and organizational performance, as well as to identify various challenges and supporting factors in the process. This study employs a systematic literature review (SLR) method by examining 30 relevant, reputable scientific articles from the Scopus and Google Scholar databases within the 2020–2026 timeframe through selection, evaluation, and thematic synthesis processes. The results indicate that AI integration significantly contributes to improving operational efficiency, data-driven decision-making quality, and organizational innovation. However, this success heavily depends on the role of adaptive, transformational, and digitally-oriented leadership capable of steering the technological vision. Conversely, major challenges were identified, such as employee resistance, limited digital competencies, and ethical issues surrounding data privacy. This study contributes to strengthening the conceptual understanding of leadership's role as a bridge between technology and organizational performance, while offering practical implications for management in designing effective, inclusive, and sustainable digital transformation strategies.

The postpartum period is a vulnerable phase often accompanied by lactation problems, particularly ineffective breastfeeding and discomfort due to breast engorgement. These conditions may reduce maternal comfort, inhibit the let-down reflex, and increase the risk of failure in exclusive breastfeeding. Therefore, safe, practical, and comprehensive non-pharmacological nursing interventions are needed. This Final Nursing Project aims to describe the implementation of cabbage leaf compresses combined with breastfeeding education to improve maternal comfort and enhance breast milk flow in postpartum mothers. This study employed a case study method using a nursing care approach involving two postpartum mothers who experienced ineffective breastfeeding and discomfort due to breast engorgement. The interventions were provided for three days and included cabbage leaf compresses and education on breastfeeding techniques. Evaluation focused on breastfeeding ability, pain level, breast condition, maternal comfort, and milk production. The results showed improvement in breastfeeding ability, indicated by the mothers’ ability to correctly demonstrate proper positioning and latch-on techniques. Infants appeared calmer during feeding, and the duration of breastfeeding increased to approximately 10 minutes per breast. Pain scores decreased from 5 to 0–3, breast tension was reduced, and maternal comfort improved. It can be concluded that the application of cabbage leaf compresses combined with breastfeeding education is effective in improving breast milk flow and maternal comfort in postpartum mothers and can be recommended as an independent nursing intervention in maternity practice.

This research is motivated by the phenomenon of decreasing number of customers at Emdee Easy Beauty Clinic Batam, which indicates the need for an evaluation of marketing strategies. The purpose of this study is to analyze the influence of price, promotion, brand image, and product quality on consumer satisfaction. The research method used is quantitative associative with a sample of 91 respondents taken using simple random sampling technique. Data were collected through questionnaires and analyzed using multiple linear regression. The results showed that simultaneously, price, promotion, brand image, and product quality had a significant effect on consumer satisfaction (F count 14.111 > F table 2.47). Partially, the variables of price, promotion, and brand image have a positive and significant influence, but product quality does not have a significant effect on consumer satisfaction in this study. The implication of these findings is that clinic management needs to prioritize competitive pricing strategies, strengthen promotional activities, and maintain a positive brand image to sustain and increase customer satisfaction.

The Qur'an al-Karīm employs at least four principal terms in referring to human beings, namely al-basyar, al-insān, al-nās, and banī Ādam. These terms are not merely synonymous; rather, each represents distinct yet complementary dimensions of humanity in constructing a holistic concept of the human being. This study aims to: (1) analyze the semantic meanings of these four terms based on mufrodat studies, Makkiyah-Madaniyah classification, and asbābun nuzūl; (2) compare the interpretations of classical scholars - Al-Ṭabarī, Ibn Kathīr, Al-Qurṭubī, and Fakhr Al-Rāzī - with those of contemporary scholars - Sayyid Quṭb, Ibn ‘Āshūr, M. Quraish Shihab, and Buya Hamka; and (3) formulate their implications for Islamic education. This research employs a library research method using the tafsīr maudhū‘ī approach integrated with Izutsu’s semantic analysis model. The findings reveal that al-basyar represents the physical-biological dimension of human beings; al-insān represents the spiritual dimension in relation to ‘ubūdiyyah toward Allah; al-nās represents the social-collective dimension; and banī Ādam represents the intellectual-rational dimension inherited from Adam through the divine gift of teaching al-asmā’ (Qur'an 2:31). Collectively, these four dimensions provide fundamental implications for the development of objectives, curriculum, methodology, and evaluation within holistic and comprehensive Islamic education.