Contrast Limited Adaptive Local Histogram Equalization Method for Poor Contrast Image Enhancement by Ibrahim Majid Mohammed, Nor Ashidi Mat Isa

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Developing an evaluation framework for assessing the impact of recovery colleges: protocol for a participatory stakeholder engagement process and cocreated scoping review by Sophie Soklaridis, Sanjeev Sockalingam, Terri Rodak, Holly Harris, Elizabeth Lin, Sam Gruszecki, Kenya A Costa-Dookhan

“…Concurrent conducting of the engagement process and scoping review will allow RC students and peer facilitators the opportunity to shape RC evaluations, address gaps in the literature and codesign an evaluation framework focused on recovery-oriented processes and outcomes mattering most to RCs students/facilitators.Ethics and dissemination Ethics approval was received for the RC student/facilitator engagement component from the Centre for Addictions and Mental Health Research Ethics Board (#042–2020) and Ontario Shores Centre for Mental Health Sciences (#20–013-B). …”
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Perfluoroalkyl and polyfluoroalkyl substances in sewage sludge: challenges of biological and thermal treatment processes and potential threats to the environment from land disposal by Olga S. Arvaniti, Michail S. Fountoulakis, Georgia Gatidou, Olga-Ioanna Kalantzi, Stergios Vakalis, Athanasios S. Stasinakis

“…This review paper summarizes data for the occurrence of 182 PFAS from different classes in sludge matrices. Most of these monitoring data originate from Europe, Asia and North America, while limited data are available from Africa and South America. …”
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Comprehensive Assessment of Technological Challenges In Photovoltaic Waste Recovery In India Using Principal Component Analysis and Analytic Hierarchy Process Models by Dinesh Yadav, Sanjeev Kumar, Prabhu Paramasivam, Praveen Kumar Kanti, Rupesh Gupta, Mohamed Yusuf

“…This research bridges critical knowledge gaps by offering data‐driven insights into PV waste recovery in India, contributing to sustainable waste management strategies and the development of an efficient recycling framework.…”
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Protection Boundary Development in Historical–Cultural Built Environments Using Analytical Hierarchy Process (AHP) and Geographic Information System (GIS) by Can Kara, Aminreza Iranmanesh

“…Additionally, the study highlighted regulatory gaps, particularly in maintaining architectural compatibility within the historical context. …”
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The Process of Integrating Family Planning Services with Other Reproductive Health Services in Low and Middle-Income Countries: A Scoping Review by Farina Gul, Zohra S. Lassi, Gizachew A. Tessema, Jawaria Mukhtar Ahmed, Mohammad Afzal Mahmood

“…Training was provided to various health workers to support services integration. Most Models used co-location of services within the same facility. …”
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Exploring the best fit: A comparative analysis of AFINN, Textblob, VADER, and Pattern on Arabic reviews for optimal dictionary extraction by Shakeel Ahmad, Sheikh Muhammad Saqib, Asif Hassan Syed, Nashwan Alromema, Ali Kararay

“…In the realm of natural language processing (NLP), the pivotal task of analysing affective states, including sentiment and emotion, has seen significant advancements in recent years. …”
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BanglaHealth: A Bengali paraphrase dataset on health domainHugging Face by Faisal Ibn Aziz, Muhammad Nazrul Islam

“…In the landscape of natural language processing (NLP) research, the availability of comprehensive datasets plays a pivotal role in advancing various tasks, including paraphrasing. …”
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Gender Asymmetry of Small Business (on the Example of Moscow) by M. E. Baskakova

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Comparing the actual and preferred viewpoint of patients about observation of their autonomy in the process of nursing care: A cross-sectional study in Iran, 2023 by Nayereh Baghcheghi, Hamid Reza Koohestani, Mohammad Hasan Keshavarzi

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Exploring the Intersection of ADHD and Music: A Systematic Review by Phoebe Saville, Caitlin Kinney, Annie Heiderscheit, Hubertus Himmerich

“…Furthermore, most studies of music therapy found that it can generate significant benefits for individuals with ADHD. …”
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A stacked ensemble model for traffic conflict prediction using emerging sensor data by Bowen Cai, Léah Camarcat, Nicolette Formosa, Mohammed Quddus

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Speaker-Independent Phoneme-Based Automatic Quranic Speech Recognition Using Deep Learning by Samah Al-Zaro, Mahmoud Al-Ayyoub, Osama Al-Khaleel

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PretoxTM: a text mining system for extracting treatment-related findings from preclinical toxicology reports by Javier Corvi, Nicolás Díaz-Roussel, José M. Fernández, Francesco Ronzano, Emilio Centeno, Pablo Accuosto, Celine Ibrahim, Shoji Asakura, Frank Bringezu, Mirjam Fröhlicher, Annika Kreuchwig, Yoko Nogami, Jeong Rih, Raul Rodriguez-Esteban, Nicolas Sajot, Joerg Wichard, Heng-Yi Michael Wu, Philip Drew, Thomas Steger-Hartmann, Alfonso Valencia, Laura I. Furlong, Salvador Capella-Gutierrez

“…Despite the potential of this knowledge, the fact that most of this relevant information is only available as unstructured text with variable degrees of digitisation has hampered its systematic access, use and exploitation. …”
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Natural Language Processing and Machine Learning Techniques for Analyzing Conversations About Nutritional Yeasts in the United States and France: Retrospective Social Media Listeni... by Jean-François Jeanne, Joelle Malaab, Antoine Vanhove, Florian Mourey, Manissa Talmatkadi, Stéphane Schück

“…Data cleaning and filtering were done using natural language processing methods and specific algorithms. Biterm topic modeling was applied to identify the most frequently discussed topics. …”
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Different responses of canopy and shrub leaves to canopy nitrogen and water addition in warm temperate forest by Mengke Li, Mengke Li, Mengke Li, Mengke Li, Ruomin Sun, Ruomin Sun, Ruomin Sun, Ruomin Sun, Yaqi He, Yaqi He, Yaqi He, Yaqi He, Tenglong Zhou, Tenglong Zhou, Tenglong Zhou, Tenglong Zhou, Jianing Mao, Jianing Mao, Jianing Mao, Jianing Mao, Wen Li, Wen Li, Wen Li, Wen Li, Chang Liu, Chang Liu, Chang Liu, Chang Liu, Lei Ma, Lei Ma, Lei Ma, Lei Ma, Shenglei Fu, Shenglei Fu, Shenglei Fu, Shenglei Fu

“…Among the identified metabolic pathways, four were annotated multiple times, with amino acid metabolism being the most active.DiscussionThese regulatory processes enable the leaves to withstand external disturbances and maintain their relative stability under changing environmental conditions. …”
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A State-of-the-Art Review on Micro-Machining of Nitinol Shape Memory Alloys and Optimization of Process Variables Considering the Future Trends of Research by Souradeep Dutta, Deba Kumar Sarma, Jay Vora, Rakesh Chaudhari, Abhijit Bhowmik, Priyaranjan Samal, Sakshum Khanna

“…This paper summarizes all of the conventional and non-conventional micro-machining processes employed to machine NiTi SMAs. In this review process, the surface integrity, dimensional accuracy of the machined surface, cutting force and tool wear analysis during conventional and non-conventional micro-machining of NiTi SMA are evaluated mostly with the aid of input process variables like cutting speed, depth of cut, width of cut, types of coolants, tool coating, discharge voltage, capacitance, laser fluence, pulse duration, scan speed, electrolysis concentration and gap voltage. …”
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A review of machine learning applications in heart health by Ava Perrone, Taghi M. Khoshgoftaar

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Toward Cross-Hospital Deployment of Natural Language Processing Systems: Model Development and Validation of Fine-Tuned Large Language Models for Disease Name Recognition in Japane... by Seiji Shimizu, Tomohiro Nishiyama, Hiroyuki Nagai, Shoko Wakamiya, Eiji Aramaki

“…ResultsThe LLM demonstrated greater robustness, with a smaller performance gap in F1 ConclusionsFine-tuned LLMs demonstrate superior robustness for disease name recognition in Japanese clinical notes, with a smaller performance gap. …”
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Conducting water-energy-food nexus studies: what, why, and how by Ebrahim Farmandeh, Shahla Choobchian, Shobeir Karami

“…Furthermore, the analysis of WEFN methodologies identified simulation as the most effective technique within the Analytical Hierarchy Process (AHP) framework. …”
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