Unveiling the Complexity of Medical Imaging through Deep Learning Approaches by Javaid Iqbal Bhat, Novsheena Rasool

“…Specifically, an in-depth discussion is conducted on the Convolutional Neural Network (CNN) owing to its widespread adoption as a paramount tool in computer vision tasks. Moreover, an exhaustive exploration encompasses deep learning classification approaches, procedural aspects of medical image processing, as well as a thorough examination of key features and characteristics. …”
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Lightweight Models for Real-Time Steganalysis: A Comparison of MobileNet, ShuffleNet, and EfficientNet by Achmad Bauravindah, Dhomas Hatta Fudholi

“…In the digital age, the security of communication technologies is paramount, with cybercrime projected to reach $10.5 trillion annually by 2025. …”
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Preventing Long-Term Risk of Obesity for Two Generations: Prenatal Physical Activity Is Part of the Puzzle by Stephanie-May Ruchat, Michelle F. Mottola

“…The promotion of a healthy GWG is therefore of paramount importance in the context of the prevention of obesity in the current and next generations. …”
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La discussion philosophique avec les enfants : Une dispositif communicationnel égalitaire comme pratique éducative de l’ouverture d’esprit. by Johanna Hawken

“…One of them plays a paramount role in the possibility of true dialogue, as it relies on the meeting of minds: open-mindedness. …”
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Physiotherapy under pressure: A cross-sectional study on the interplay between perfectionism, moral injury, and burnout. by Daniel Biggs, Laura Blackburn, Cameron Black, Sivaramkumar Shanmugam

“…<h4>Interpretation</h4>With such high levels of burnout, urgent intervention is paramount. Elevated burnout presents challenges for the physiotherapy profession as staff retention, accurate and effective patient care, and overall health are severely impacted due to burnout. …”
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C-SHAP: A Hybrid Method for Fast and Efficient Interpretability by Golshid Ranjbaran, Diego Reforgiato Recupero, Chanchal K. Roy, Kevin A. Schneider

“…Model interpretability is essential in machine learning, particularly for applications in critical fields like healthcare, where understanding model decisions is paramount. While SHAP (SHapley Additive exPlanations) has proven to be a robust tool for explaining machine learning predictions, its high computational cost limits its practicality for real-time use. …”
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Ontology of Teamwork Competency and Approaches to Its Development at Engineering University by M. N. Filatova, V. S. Sheinbaum, P. G. Shchedrovitsky

“…The article addresses the question of the professional component in “teamwork skills”, which the authors consider to be of paramount importance when it comes to engineering activities. …”
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Primary Bronchopulmonary Actinomycosis Masquerading as Lung Cancer: Apropos of Two Cases and Literature Review by Stamatis Katsenos, Iosif Galinos, Panagiota Styliara, Nikoletta Galanopoulou, Konstantinos Psathakis

“…Clinical, imaging, diagnostic, and therapeutical aspects of the disease are discussed, demonstrating the paramount importance of the histological examination of lung tissue specimens in the confirmation of the infection given either its low culture yield or the limited use of new molecular diagnostic tools in routine clinical practice.…”
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Does tour quality impact tourist satisfaction? Experiences from Arunachal Pradesh, India by Mudang Tagiya, Odang Mara

“…Understanding the factors that contribute to tourist satisfaction, particularly the role of tour quality, is of paramount importance for enhancing the region's appeal as a sought-after travel destination. …”
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Varied Presentations of Basal Cell Carcinoma and Its Management with Reconstruction of Defects: An Experience from a Tertiary Healthcare Centre by Gautam Prakash, Vaibhav Jain, Aditya Sharma

“…Better results can be achieved with more recent reconstructive techniques, such as freestyle perforator flaps, but expertise from the operator is paramount.…”
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Critical success factors for a total quality culture: A structural model by Ana Cláudia Campos, Júlio da Costa Mendes, João Albino Silva, Patrícia Oom do Valle

“…Research on quality based on the cultural perspective claims that, more than an implementation of tools and techniques, quality is the outcome of cultural factors, namely organisational values and practices among which leadership and employee working patterns are of paramount importance. The development of a total quality culture is a strategic issue for the achievement of stakeholder satisfaction and business competitiveness in a highly demanding and uncertain business environment. …”
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Changeover method for biosafety cabinets using ozone gas. by Mitsuru Mizuno, Daisuke Suda, Chima Matsumura, Ichiro Sekiya

“…As living cell products cannot undergo sterilization, maintaining an aseptic manufacturing environment is paramount. Raw materials, often derived from human tissues, are frequently contaminated with various resident bacteria, necessitating environmental resets after each process. …”
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Issues of legal regulation of tourism and recreational activities in specially protected natural areas by Yu. A. Pshenichnykh, Yu. V. Morozova

“…A comprehensive study of legal aspects makes it possible to identify ways to improve legislation and eliminate administrative barriers, which is necessary for the sector’s sustainable development. The issue is of paramount importance in the context of modern challenges related to environmental safety and the need to actively attract investment in the tourism industry. …”
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PANoptosis in intestinal epithelium: its significance in inflammatory bowel disease and a potential novel therapeutic target for natural products by Chuanxiang Zhao, Shan Lin

“…The integrity of this epithelial barrier is of paramount. Consequently, excessive IEC death advances intestinal permeability and as a consequence thereof the translocation of bacteria into the lamina propria, subsequently triggering an inflammatory response, which underpins the clinical disease trajectory of inflammatory bowel disease (IBD). …”
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Effective techniques for developing advanced vocabulary skills in English language by Yu. Kovalenko

“…Mastering vocabulary is paramount for English language learners who strive for fluent and accurate communication. …”
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Autoimmune Gastrointestinal Paralysis: Failure of Conventional Treatment without Immunomodulation by Craig Weinkauf, Sean McPhillips, Robert Krouse, Ira Levine

“…Immune-directed therapy is not the standard of care but may be paramount for patient recovery. Our patient, a 63-year-old man with recent symptoms of esophageal dysmotility and newly diagnosed SCLC was hospitalized with nausea, emesis, and constipation. …”
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Designing Attack Surface in Early Childhood Education System Environment using Risk Assessment and Enterprise Architecture Approach by Dadang Setiawan, Dita Oktaria, Sidik Prabowo, Elizabeth Sastrina Indrasari

“…As digital technologies increasingly permeate the education sector, the need to safeguard sensitive personal data within early childhood education systems becomes paramount. In Indonesia, where the adoption of digital tools in education is rapidly expanding, these systems are particularly vulnerable due to the hybrid nature of their processes, varying levels of digital literacy among stakeholders, and a complex regulatory environment. …”
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Geological Heritage Site for the Rajmahal Flora at Mandro, Sahibganj, India: An Opportunity for an Integrated–Sustainable Tourism Circuit by Shreya Shrey, Ravi Shankar Chaubey, Pankaj Jaiswal

“…The circuit is an exclusively local tourism engine that could address socioeconomic disparities while developing as a hub for research and innovation across different disciplines. Paramount to these efforts is attaining Sustainable Development Goals and global recognition for the Geoheritage Site and the Circuit.…”
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International Normalized Ratio (INR) Increases amongst Two Patients Living with HIV on Warfarin after Being Switched from a Nevirapine to a Dolutegravir-Based Antiretroviral Regime... by Natalie Sang, Sonak Pastakia, Samuel Nyanje

“…Upon discontinuing nevirapine, close monitoring of drugs with narrow therapeutic indices is paramount since dosing requirements may significantly reduce, increasing the probability of toxicity development. …”
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Quality of the Selection of Patients with Respiratory Symptoms According to the Risk of Pulmonary Tuberculosis by Yuri Arnold Domínguez

“…<br /><strong>Conclusions:</strong> the importance of surveys in order to monitor patients with respiratory symptoms according to the risks of tuberculosis becomes paramount with this study.</p>…”
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