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Articles 12451 - 12480 of 1731141
Full-Text Articles in Entire DC Network
Awareness Of Health Students And Professionals Of The Role Of Medical Physicists Across The Kingdom Of Saudi Arabia, Ahmad Mohammad Subahi
Awareness Of Health Students And Professionals Of The Role Of Medical Physicists Across The Kingdom Of Saudi Arabia, Ahmad Mohammad Subahi
Journal of King Abdulaziz University: Medical Sciences
Prior research has established that awareness of the roles and responsibilities of medical physicists (MPs) is an indicator of radiology knowledge among students and professionals [1]. This study, therefore, set out to assess the awareness of students and professionals regarding the role of MPs in radiology departments in the Kingdom of Saudi Arabia (KSA). The sample comprised 335 participants, both male and female, holding either undergraduate or postgraduate degrees. Data were collected using a questionnaire. Participants' responses indicated strong agreement with the key statements concerning MPs' roles and responsibilities. It was also observed that the understanding of MPs' roles and …
Essential And Non-Essential Amino Acid Composition Of Hilsa (Tenualosa Ilisha) Fish In Different Fishing Regions Of Bangladesh, Mohajira Begum, Md. Moshfekus Saleh-E-In, Md. Zia Uddin Al Mamun, Umma Fatema Shahjadee, Farha Matin Juliana, Md. Sabir Hossain
Essential And Non-Essential Amino Acid Composition Of Hilsa (Tenualosa Ilisha) Fish In Different Fishing Regions Of Bangladesh, Mohajira Begum, Md. Moshfekus Saleh-E-In, Md. Zia Uddin Al Mamun, Umma Fatema Shahjadee, Farha Matin Juliana, Md. Sabir Hossain
Journal of King Abdulaziz University: Marine Science
Hilsa, Tenualosa ilisha (Hamilton, 1822), is one of the favourite and popular tropical fish in the people of South-East Asia due to its delicious taste and flavour. This study investigates the comprehensive amino acid profiles of various fishing locations of Bangladesh to assess the protein quality and nutritional values. Fourteen free amino acids were identified from the six riverine locations of Bangladesh. The total free amino acid (TAA) contents were ranged from 11.60 g/100 g in Cox's Bazar to 13,40 g/100 g in Kirtonkhola for raw fish. In the case of smoked treated, the TAA ranged from 14.01 g/100 g …
Operational Risk Assessment Of Ship To Shore Petroleum Transfer Using Fuzzy Rule-Based Bayesian Networks, Ayman F. Alghanmi
Operational Risk Assessment Of Ship To Shore Petroleum Transfer Using Fuzzy Rule-Based Bayesian Networks, Ayman F. Alghanmi
Journal of King Abdulaziz University: Marine Science
Petroleum ports represent critical infrastructure in global energy supply chains, where operational risks during ship-to-shore transfer operations can lead to catastrophic consequences including environmental damage and human casualties. Despite rigorous safety protocols, these facilities remain vulnerable to operational hazards in dynamic maritime environments. This research aimed to develop and apply a hybrid Fuzzy Rule-Based Bayesian Reasoning (FRBBR) model to identify, evaluate, and prioritize operational hazards during crude oil transfer operations at petroleum port berths, with a case study conducted in Saudi Arabia, addressing the challenge of risk assessment where historical data is limited.
The research employed a mixed-methods approach combining …
Revolutionizing Coral Research: The Power Of Holo-Omics, Mohammad M. Binsarhan
Revolutionizing Coral Research: The Power Of Holo-Omics, Mohammad M. Binsarhan
Journal of King Abdulaziz University: Marine Science
This mini-review highlights the emerging field of holo-omics and its application in unraveling the complex dynamics of the coral holobiont. Corals exist as meta-organisms, closely interacting with a diverse microbiota including bacteria, archaea, microeukaryotes, viruses, and algal symbionts. Understanding these intricate relationships is critical for assessing coral health, stress responses, and resilience to environmental change. We explore the application of meta-omics approaches such as metabarcoding, metagenomics, meta-transcriptomics, metabolomics, and proteomics in profiling coral-associated microbial communities and their functions. The review sheds light on the methodological advantages and limitations of each approach, as well as some of the technical challenges involved …
Microalgae As Sustainable Biofactories For Bioplastic Production: Challenges And Future Perspectives: A Review, Zahraa Hussein Obaid, Noor S. Naji, Jasim M. Salman, Layla Mustafa A.A. Alkatrani
Microalgae As Sustainable Biofactories For Bioplastic Production: Challenges And Future Perspectives: A Review, Zahraa Hussein Obaid, Noor S. Naji, Jasim M. Salman, Layla Mustafa A.A. Alkatrani
Journal of King Abdulaziz University: Marine Science
The widespread use of traditional plastics, combined with their slow breakdown, has exacerbated environmental and health problems. Therefore, it has become imperative to find alternatives. Due to their simplicity of cultivation, quick growth, tolerance to challenging growing conditions, and low cost, microalgae are being used more frequently as a bio-source for bioplastics lately. Additionally, a variety of biopolymers, including polyhydroxybutyrate, polylactic acid (PLA), starch, polyhydroxyalkanoates (PHA), protein, and cellulose, could be produced by microalgae. These polymers show promising qualities including biodegradability, biocompatibility, and non-toxicity under various cultivation conditions. The purpose of this study is to demonstrate the potential of microalgae …
Magnetically Treated Water: Enhancing Stocking Density, Water Quality, And Growth In Nile Tilapia (Oreochromis Niloticus), Mortada M. A. Hussein, Ayatollah A. H. Abd-El Said, Asmaa N. Mohammed, Fatma M. M. Korni
Magnetically Treated Water: Enhancing Stocking Density, Water Quality, And Growth In Nile Tilapia (Oreochromis Niloticus), Mortada M. A. Hussein, Ayatollah A. H. Abd-El Said, Asmaa N. Mohammed, Fatma M. M. Korni
Journal of King Abdulaziz University: Marine Science
This study aimed to explore the potential of using magnetic treated water (MTW) to increase stocking densities of growing Nile tilapia, Oreochromis niloticus, in storage, productive, and/or rearing holding facilities with limited mortality and water loss. The experimental period was 12 weeks, with 1500 O. niloticus fingerlings acclimated with maintained water parameters. After acclimation, 1350 were randomly selected and used for experiment setting up, including its triplicates. For each replicate, 225 fingerlings were distributed in three experimental tanks of MTW units as group set A, B and C, each received 50, 75, and 100 fingerlings, respectively. Besides, 225 fingerlings …
Environmental Assessment Of The Shatt Al-Basra Canal: Petroleum Hydrocarbons, Heavy Metals And Water Quality, Mohammed A. Jasim Aldoghachi, Bassam A. B. Alabdul Aziz, Shurooq Al-Mosawi
Environmental Assessment Of The Shatt Al-Basra Canal: Petroleum Hydrocarbons, Heavy Metals And Water Quality, Mohammed A. Jasim Aldoghachi, Bassam A. B. Alabdul Aziz, Shurooq Al-Mosawi
Journal of King Abdulaziz University: Marine Science
The environmental assessment of the Shatt al-Basra Canal in the area of the regulatory was studied. Petroleum hydrocarbons and heavy elements (cobalt (Co), zinc (Zn), lead (Pb), cadmium (Cd), and chromium (Cr)) in the waters of this area were analyzed. In addition, some water quality characteristics were evaluated (salinity, total dissolved solids (TDS), pH, oxygen, biological oxygen demand (BOD5), chemical oxygen demand (COD), nitrate (NO3-), nitrite (NO2-), phosphate (PO4 -3), and ammonia (NH3). Petroleum hydrocarbons had been recorded in studied area and dominated with medium-chain alkanes, namely decane …
Impacts Of Coastal Development And Tourism On Fisheries And Aquatic Biodiversity Of The Red Sea: A Review, Lafi S. Al Solami
Impacts Of Coastal Development And Tourism On Fisheries And Aquatic Biodiversity Of The Red Sea: A Review, Lafi S. Al Solami
Journal of King Abdulaziz University: Marine Science
The Red Sea boasts a diverse coastal environment, unique coral reef biodiversity, and fisheries that support rapidly growing marine tourism. Its excellent tourism facilities make it a popular destination. However, intensive tourist activities such as swimming, boating, diving, and fishing have a negative impact on the coastal and marine ecosystem. Additionally, in line with Vision 2030, Saudi Arabia has launched mega projects along the Red Sea coast, increasing tourist activity and leading to human intrusion into critical yet vulnerable marine ecosystems like coral reefs, fish, sea grass beds, and mangrove stands. With the rise in tourism activities and disruptions to …
Coastal Landforms Analysis Of Al-Kharrar Lagoon And Rabigh Coast Using Aster (Ast_L1t) Imagery, Western Saudi Arabia, Omar A. Alharbi
Coastal Landforms Analysis Of Al-Kharrar Lagoon And Rabigh Coast Using Aster (Ast_L1t) Imagery, Western Saudi Arabia, Omar A. Alharbi
Journal of King Abdulaziz University: Marine Science
The current study sought to examine the coastal geomorphology throughout the entire length of the Al-Kharrar Lagoon, in addition to the coastal region of Rabigh City, situated on the western coast of Saudi Arabia. The mechanisms underlying the formation of the wide variety of natural land features were also studied. These include sandy, pebble and rocky beaches and sand dunes; intertidal areas; salt flats (sabkhas) and marshes; elevated, terraced or fringing coral reefs; water inlets; and the deposition of terrigenous or alluvial materials, all reflecting the swift transformation that has impacted the region. Evaluation of the ASTER (AST_L1T) data enabled …
The Influence Of Reef Shape On The Fish Community Structure Around Coral Reefs Off Jeddah Coast, Red Sea, Kingdom Of Saudi Arabia, Safaa Alowaidi, Lara Aljarafi, Lina Aloufi, Zekra Albeishi, Fay Al-Salem, Lama Alnebehi, Mohamed Abu El-Regal
The Influence Of Reef Shape On The Fish Community Structure Around Coral Reefs Off Jeddah Coast, Red Sea, Kingdom Of Saudi Arabia, Safaa Alowaidi, Lara Aljarafi, Lina Aloufi, Zekra Albeishi, Fay Al-Salem, Lama Alnebehi, Mohamed Abu El-Regal
Journal of King Abdulaziz University: Marine Science
The purpose of this study is to investigate the effect of the reef profile on the associated fish community. Two stations with different reef shape and depth, Bayada and Abotair islands located off Jeddah coast on the Saudi Arabian Red Sea were studied. The reef check was used to determine the proportion of hard coral, soft coral, algae, and other benthic components. A 20 m long by 5 m belt was used to determine the number and colonies and genera of hard and soft corals. Fish were counted using the underwater visual census (UVC) technique along a transect that is …
Microplastics Contamination In Marine Environment: Sources And Management Strategies, Aishah Hamdi, Mohammad Oves, Naser Alkenani, Majed Alshaeri
Microplastics Contamination In Marine Environment: Sources And Management Strategies, Aishah Hamdi, Mohammad Oves, Naser Alkenani, Majed Alshaeri
Journal of King Abdulaziz University: Marine Science
Microplastics (MPs) have been identified as emerging global pollutants because of their persistence, mobility, and significant ecological impacts. These particles, which result from the degradation of plastic waste and from various industrial and consumer activities, are now widespread in marine environments. The capacity of MPs to adsorb contaminants and bioaccumulate within food webs increases their ecological and health risks, prompting substantial concern regarding their long-term consequences for marine ecosystems and human health. This review synthesizes current knowledge regarding the composition, sources, transport, mechanisms, and environmental behavior of microplastics (MPs), with particular emphasis on marine systems. In these environments, the persistence …
Multi-Label Seabed Image Classification: A Comparative Study Of Deep Learning And Machine Learning Models, Anis Bel Hadj Hassin, Elyes Omri
Multi-Label Seabed Image Classification: A Comparative Study Of Deep Learning And Machine Learning Models, Anis Bel Hadj Hassin, Elyes Omri
Journal of King Abdulaziz University: Marine Science
This study evaluates the effectiveness of deep learning and machine learning models for classifying seabed images into three ecologically significant categories: algae, rocks, and sand. We investigated five models: ResNet50, VGG16, a custom-designed convolutional neural network (CNN), support vector machines (SVM), and random forests (RF). Deep learning models were fine-tuned on 1259 seabed images, with the custom CNN architecture optimized using depthwise separable convolutions and global average pooling. For SVM and RF, features were extracted using a pre-trained VGG16 network. Class weighting was applied to address potential imbalances in the dataset. The custom CNN achieved the highest validation accuracy (82.01%), …
Patterns And Determinants Of Measles Among Suspected Cases In Jakarta: Insight From Surveillance Data 2022-2024, Widya Inayah, Nurhayati Adnan Prihartono, Retno Henderiawati, Oktaviana Nugraheni, Dwi Gayatri
Patterns And Determinants Of Measles Among Suspected Cases In Jakarta: Insight From Surveillance Data 2022-2024, Widya Inayah, Nurhayati Adnan Prihartono, Retno Henderiawati, Oktaviana Nugraheni, Dwi Gayatri
Jurnal Epidemiologi Kesehatan Indonesia
Measles remains a public health concern in Indonesia, including Jakarta, contributing to the country’s disease burden. Sustained transmission during 2022-2024, despite reported vaccination coverage above 90%, suggests the presence of vulnerable groups. This study aimed to describe patterns and identify factors associated with laboratory-confirmed measles in Jakarta during 2022-2024. A cross-sectional study was conducted using routine surveillance data from all individuals reported as suspected measles cases during the study period. Descriptive analysis summarizes the distribution, while multivariable analysis identifies associated factors. Of the 4,194 suspected cases of measles, 22.8% were laboratory-confirmed positive. Showed a fluctuating temporal pattern, increasing from 20.6 …
Creative Constructions In Asian And World Englishes - And What They Teach Us, Edgar W. Schneider
Creative Constructions In Asian And World Englishes - And What They Teach Us, Edgar W. Schneider
Journal of English and Applied Linguistics
"Creative constructions" are defined as patterns which deviate slightly but noticeably from grammatical, fully licensed structures in English (and are therefore sometimes branded as "wrong"), inviting specific cognitive associations to make sense of them. It is argued that such structures offer a window into the nature of the cognitive manipulation of linguistic innovations and change. The concept is related to creativity in literature and lingua franca English, and it is surveyed theoretically by asking how established grammatical theories (like traditional grammar, structuralism or generativism) or more recent approaches to the nature of grammar (usage-based linguistics, construction grammar, and complex systems …
Framing China In Conflict Reporting: A Critical Discourse Analysis Of Transitivity In Chinese And Western Media, Tingting Geng, Hongmei Tang
Framing China In Conflict Reporting: A Critical Discourse Analysis Of Transitivity In Chinese And Western Media, Tingting Geng, Hongmei Tang
Journal of English and Applied Linguistics
This study employs a corpus-based critical discourse analysis (CDA) grounded in Halliday’s transitivity framework to investigate how China’s diplomatic stance is discursively constructed within conflict reporting. Focusing on media coverage of the Russian-Ukrainian War and the Palestinian-Israeli Conflict (2023), the study investigates how Chinese and Western mainstream media depict China’s stance. Based on a self-built corpus of 153 news reports and analyzed via AntConc, the study quantitatively and qualitatively identifies distinct patterns in the use of transitivity processes across the two corpora. The research reveals that Chinese media highlight the outlook for future peace-building initiatives, portraying China as a country …
Students’ Writing Mindset And Grit: Influences Of Nationality, Academic Track, And Gender, John George Pastor, Ma. Joahna Mante-Estacio
Students’ Writing Mindset And Grit: Influences Of Nationality, Academic Track, And Gender, John George Pastor, Ma. Joahna Mante-Estacio
Journal of English and Applied Linguistics
Senior high school (SHS) students in the Philippines are required to produce various academic papers that adhere to the properties of well-written texts. However, studies found that SHS students encounter difficulties with writing across a variety of content and ideas, vocabulary, diction, sentence and paragraph structures, language usage, and referencing (Pablo et al., 2018; Urbano et al., 2021). Despite these concerns, they are expected to persevere and show interest in improving their writing skills. In this context, this quantitative-descriptive study aimed to analyze the potential influences of sociocultural factors on the writing mindset and grit of the SHS students in …
Full Issue (Volume 5, Issue 1): Critical Discourses, Pedagogical Innovations, And Sociocultural Perspectives In Applied Linguistics
Journal of English and Applied Linguistics
Abstract not applicable.
Context-Specific Legitimacy In English Language Teaching: Rethinking Nativeness In The Korean Efl Context, Kenn Arcenal, Teri An Joy G. Magpale
Context-Specific Legitimacy In English Language Teaching: Rethinking Nativeness In The Korean Efl Context, Kenn Arcenal, Teri An Joy G. Magpale
Journal of English and Applied Linguistics
Although non-native English-speaking teachers now make up the majority of the global ELT workforce, perceived nativeness continues to function as an enduring filter in hiring and evaluation. This perspective paper examines how that filter operates unevenly across the institutional sectors of South Korea’s EFL labor market, arguing that Filipino English Teachers (FETs) face a distributive rather than a uniformly ideological inequity, with the biggest disadvantage concentrated in commercially driven private academies. Drawing on two companion studies of FETs working across Korean academic sectors (Magpale & Arcenal, 2025, in press) and integrating more recent scholarship on native-speakerism with comparative evidence from …
Trauma-Informed Esl Ecology: Centering Teacher Well-Being, Equity, And Structural Responsibility In Adult Esl Classrooms, Ghenwa Nasreddine, Heejin Song
Trauma-Informed Esl Ecology: Centering Teacher Well-Being, Equity, And Structural Responsibility In Adult Esl Classrooms, Ghenwa Nasreddine, Heejin Song
Journal of English and Applied Linguistics
Government-funded adult English as a second language (ESL) programs in Anglophone countries increasingly encounter students with histories of trauma, displacement, and structural adversity due to existing and emerging geopolitical conflicts and unsettling sociopolitical realities. These conditions shaping English language teaching (ELT) inevitably influence learners’ cognitive and emotional engagement in language learning, as well as their relationships with teachers and peers. Despite burgeoning literature on trauma-informed practice in ELT, significant gaps remain regarding teacher preparedness, professional development, and institutional support structures to enact trauma-informed pedagogies in linguistically and culturally diverse adult ESL classrooms. Drawing on a critical review of recent scholarship …
Barley Virtual Water Determinants In Iraq: An Econometric Analysis Study For The Period (1990–2023), Muna Jabbar Rahim, Basim H. Al-Badri
Barley Virtual Water Determinants In Iraq: An Econometric Analysis Study For The Period (1990–2023), Muna Jabbar Rahim, Basim H. Al-Badri
Journal of Economics and Administrative Sciences
The paper aims to analyze the determinants of virtual water use for barley crops in Iraq over the period (1990–2023), in light of increasing water challenges and declining inflows of the Tigris and Euphrates Rivers. The research adopts a descriptive and econometric analytical approach, employing the Autoregressive Distributed Lag (ARDL) model to examine the relationship between imported virtual water quantity (VW) as the dependent variable and a set of independent variables, including agricultural GDP, blue water, the water self-sufficiency ratio, and the degree of agricultural trade openness. The results of the Bounds Test indicate the existence of a long-run equilibrium …
Social Complex Systems In Virtual Thirdspaces Of Global Education: Sites Of Structural Inequalities And Radical Pedagogical Possibilities, José Luis Jimenez-Figarotti
Social Complex Systems In Virtual Thirdspaces Of Global Education: Sites Of Structural Inequalities And Radical Pedagogical Possibilities, José Luis Jimenez-Figarotti
Electronic Theses and Dissertations 2020 - Present
While Collaborative Online International Learning (COIL) and Virtual Exchange (VE) are celebrated as democratizing tools fostering intercultural understanding, this techno-utopian narrative obscures a complex reality: the virtual classroom is a contested social field where global inequalities are reproduced and amplified. This dissertation interrogates this paradox, exploring how structural inequalities, digital divides, and epistemic hierarchies are negotiated within the Virtual Thirdspace of global education. Integrating Structural Inequalities (Galtung, 1969; Farmer, 2004; Tilly, 1998; and Young, 2008), Critical Environmental Justice (Pellow, 2018), Intersectionality (Crenshaw, 1989), World-Systems Analysis (Wallerstein, 1974), and Thirdspace theory (Soja, 1996), the study examines this terrain as both a …
Risk-Based Nurse-Managed Personalized Heart Failure Interventions: The Alleviate-Hf Trial., Javed Butler, Rami Kahwash, Muhammad Shahzeb Khan, David Zhang, Jonathan W Dukes, Madhu Reddy, Anupam Basuray, Elie Gharib, Bart Gerritse, Aimee Laechelt, Jennifer Wehking, Shantanu Sarkar, Brian Van Dorn, Nirav Patel, Verla Laager, Michael R Zile, Alleviate-Hf Investigators
Risk-Based Nurse-Managed Personalized Heart Failure Interventions: The Alleviate-Hf Trial., Javed Butler, Rami Kahwash, Muhammad Shahzeb Khan, David Zhang, Jonathan W Dukes, Madhu Reddy, Anupam Basuray, Elie Gharib, Bart Gerritse, Aimee Laechelt, Jennifer Wehking, Shantanu Sarkar, Brian Van Dorn, Nirav Patel, Verla Laager, Michael R Zile, Alleviate-Hf Investigators
Heart and Vascular Articles
BACKGROUND: Early identification of worsening heart failure (HF) may improve outcomes.
OBJECTIVES: This study aims to assess if insertable cardiac monitor (ICM)-based high-risk detection combined with centrally managed, nurse-facilitated, individually protocolized diuretic interventions is safe and improves HF outcomes.
METHODS: A Reveal LINQ (Medtronic) ICM with an investigational HF risk-status software was implanted in participants with HF who were randomized 1:1 to an intervention arm (high-risk HF alert triggering protocolized diuretic regimen) or an observation arm (standard care). The primary safety endpoint was intervention-related serious adverse events and the primary efficacy endpoint was a 5-component hierarchical composite including cardiovascular death …
Arrhythmia Burden And Clinical Responses Under Continuous Monitoring In Heart Failure: Observations From The Alleviate-Hf Trial., Rami Kahwash, Javed Butler, Muhammad Shahzeb Khan, David Zhang, Jonathan Dukes, Madhu Reddy, Rachel M Kaplan, Anish Amin, Rahul Kanwar, Shantanu Sarkar, Verla Laager, Jennifer Wehking, Brian Van Dorn, Bart Gerritse, Nirav Patel, Aimee Laechelt, Michael R Zile, Alleviate-Hf Investigators
Arrhythmia Burden And Clinical Responses Under Continuous Monitoring In Heart Failure: Observations From The Alleviate-Hf Trial., Rami Kahwash, Javed Butler, Muhammad Shahzeb Khan, David Zhang, Jonathan Dukes, Madhu Reddy, Rachel M Kaplan, Anish Amin, Rahul Kanwar, Shantanu Sarkar, Verla Laager, Jennifer Wehking, Brian Van Dorn, Bart Gerritse, Nirav Patel, Aimee Laechelt, Michael R Zile, Alleviate-Hf Investigators
OhioHealth Research Institute Articles
BACKGROUND: Arrhythmia burden in ambulatory patients with symptomatic heart failure (HF) without cardiac implantable electronic devices (CIEDs) is not well defined, and it remains uncertain whether device-guided remote congestion management modifies arrhythmia occurrence.
OBJECTIVES: The goal was to assess whether arrhythmia burden differed between randomized congestion-management strategies and characterize the occurrences and associations of insertable cardiac monitor (ICM)-detected arrhythmias with therapeutic actions and clinical events.
METHODS: In ALLEVIATE-HF, patients with NYHA functional class II-III HF with any ejection fraction (EF) and a recent HF event, without prior CIEDs, underwent ICM implantation and were randomized to ICM-guided, physician-directed, nurse-facilitated congestion management …
Regenerating Publics - Developmental Inclusion: Neighborhood Opportunities And Public Realm Obstacles In Plymouth, Uk, Alessandro Aurigi
Regenerating Publics - Developmental Inclusion: Neighborhood Opportunities And Public Realm Obstacles In Plymouth, Uk, Alessandro Aurigi
School of Art, Design and Architecture
The area around Union Street in Plymouth, UK, has been facing processes of decline. Key historical buildings sit empty, with deteriorating fabrics, epitomizing the socio-economic condition of the neighborhood. This paper explores perceptions of ‘inclusion’ in Union Street, and visions to improve it, through interviews with key stakeholders from community groups, the local authority, local businesses, landlords, local health organizations, visitors and designers. Whilst some local actors amplify inclusive processes - for example in the low-cost re-use of spaces to host micro, alternative businesses or community initiatives – these efforts clash with a general perception of a depleted and unsafe …
Addressing Data Scarcity In Malware Classification Via Pixel-Level Synthetic Image Generation, Mounika Krishna Teja Karumudi, Fabio Di Troia
Addressing Data Scarcity In Malware Classification Via Pixel-Level Synthetic Image Generation, Mounika Krishna Teja Karumudi, Fabio Di Troia
Faculty Research, Scholarly, and Creative Activity
Deep learning-based malware classification using image representations has emerged as a highly effective paradigm for threat detection. However, training robust neural networks is frequently bottlenecked by data scarcity and severe class imbalances in real-world repositories. This study investigates the viability of using an autoregressive PixelCNN framework to synthesize high-fidelity, class-specific malware images to augment limited training distributions. Utilizing the benchmark Malimg dataset, we systematically evaluate a Convolutional Neural Network (CNN) classifier across varying ratios of synthetic-to-authentic data under strict data scarcity constraints (ranging from 10 to 80 authentic samples per family). Our experimental results reveal that while PixelCNN successfully replicates …
Endophytic Actinobacteria: Deciphering Therapeutic And Industrial Potential, And Prospects Of Genome Mining In Novel Products Discovery, Yusra Waheed, Rabia Shahdin, Imran Sajid
Endophytic Actinobacteria: Deciphering Therapeutic And Industrial Potential, And Prospects Of Genome Mining In Novel Products Discovery, Yusra Waheed, Rabia Shahdin, Imran Sajid
Journal of Bioresource Management
Endophytic actinobacteria are a diverse group of Gram-positive bacteria with high G+C content, which inhabit plants’ internal tissues, and represent a significant yet underexplored reservoir of bioactive secondary metabolites. In host plants, a remarkable repertoire of metabolites, including broad-spectrum antibiotics, anticancer, antiviral, antifungal, antioxidant, and immunomodulatory compounds, is synthesized by these microbial allies, carrying significant medicinal and agricultural potential. These endophytes, in contrast to their soil relatives, have developed unique biosynthetic gene clusters (BGCs) strongly influenced by plant-associated factors, leading to the production of structurally novel metabolites. In recent years, the advances in genome mining, metagenomics, and metabolomics have accelerated …
The Multifaceted Medicinal Properties Of Momordica Charantia: Insights Into Phytochemistry And Therapeutic Applications, Maham Ashfaq, Haroon Ur Rashid, Javaria Ashfaq, Shazia Ramzan, Fatma Hussain
The Multifaceted Medicinal Properties Of Momordica Charantia: Insights Into Phytochemistry And Therapeutic Applications, Maham Ashfaq, Haroon Ur Rashid, Javaria Ashfaq, Shazia Ramzan, Fatma Hussain
Journal of Bioresource Management
Momordica charantia (bitter melon) is a significant medicinal plant, having been long used in traditional medicine in Asian, African and South American systems. M. charantia is more than a traditional medicine; by consolidating existing evidence, it is a promising source of drug discovery and can serve as a complementary in contemporary therapeutics. Over the last several decades, it has become the subject of contemporary biomedical studies due to its abundance of phytochemicals, such as saponins, flavonoids, alkaloids, and polypeptides. These bioactive compounds present a wide range of pharmacological processes that M. charantia can be a natural solution to some of …
Metabolic Markers And Gut Microbiota In Big Cats: A Relationship Between Diet, Health And Environment, Javeria Saman, Saima Sharif, Bushra Nisar, Shagufta Naz
Metabolic Markers And Gut Microbiota In Big Cats: A Relationship Between Diet, Health And Environment, Javeria Saman, Saima Sharif, Bushra Nisar, Shagufta Naz
Journal of Bioresource Management
The wild animals that occupy large territories were found to adapt less easily to captive environments compared to those with small home ranges. Among big cats, captivity posed a range of challenges, with stress emerging as central factor influencing overall welfare. Transition into captive environment was shown to alter both behavior and physiological processes, largely due to changes in their natural habitat, environmental complexity and diet. Several health issues reported in big cats including alopecia, gastrointestinal issues, neuromuscular disorders such as hindquarter paralysis were associated with underlying metabolic dysregulation. Metabolic health was recognized as critical component of overall well-being, closely …
Protecting Graduate Students From Burnout With Self-Compassion And Authenticity, Michael S. Leeman, Joshua J. Castleberry, Anna A. Ellenson, Morgan Wallbrown
Protecting Graduate Students From Burnout With Self-Compassion And Authenticity, Michael S. Leeman, Joshua J. Castleberry, Anna A. Ellenson, Morgan Wallbrown
Journal of Social, Behavioral, and Health Sciences
This study investigated whether practicing self-compassion and embracing one's authentic self could protect graduate students from burnout. Researchers also empirically examined the mediating effect of authenticity in the relationship between self-compassion and burnout. A total of 318 master's degree students in a helping profession completed surveys assessing their levels of self-compassion, authenticity, and burnout. Results found that graduate students with higher levels of self-compassion and authenticity tended to have lower levels of burnout. Additionally, authenticity mediated the relationship between self-compassion and burnout. The findings suggest that practicing self-compassion and embracing one's authentic self may lead to lower levels of burnout …
Visual Narratives Of Singapore-Johor Relations Through The 1961 And 1962 Water Agreement, Mohd Firdaus Abdullah, Arba’Iyah Mohd Noor, Ismail Ali, Azian Tahir, Meri Anad
Visual Narratives Of Singapore-Johor Relations Through The 1961 And 1962 Water Agreement, Mohd Firdaus Abdullah, Arba’Iyah Mohd Noor, Ismail Ali, Azian Tahir, Meri Anad
Asia-Pacific Social Science Review
The issue of the Water Agreement between Johor and Singapore has been widely focused among scholars, both in the country and abroad. Various approaches have been used to analyze this issue, including historical perspectives, politics, international affairs, news, academic articles, government policies, and other documentation sources. However, the visual dimension that plays an important role in analyzing power tensions and diplomatic relations related to the 1961 and 1962 Water Treaty is often neglected, even though it has great potential to provide a deeper perspective on this issue. This research focuses on three main videos, namely Singapore lays pipes to draw …