Multi-criteria evaluation and multi-method analysis for appropriately selecting renewable energy sources in Colombia by Christian M. Moreno-Rocha, José R. Nuñez-Alvarez, Juan Rivera-Alvarado, Alfredo Ghisayz Ruiz, Enderson A. Buelvas-Sanchez

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Identification of a dual-function peptide for the detection and haematopoietic potency assessment of type I collagen hydrolysates by Guiya Deng, Jiajun Wang, Cuicui Men, Keyi Cao, Chengming Li, Liang Zheng, Haibin Liu, Shangwei Guo, Yaqin Huang

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When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation by Yuli Zhou, Guolei Sun, Yawei Li, Guo-Sen Xie, Luca Benini, Ender Konukoglu

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A co-registration method to validate in vivo optical coherence tomography in the breast surgical cavity by Rowan W. Sanderson, Renate Zilkens, Peijun Gong, Imogen Boman, Ken Y. Foo, Skandha Shanthakumar, James Stephenson, Wei Ling Ooi, José Cid Fernandez, Synn Lynn Chin, Lee Jackson, Mireille Hardie, Benjamin F. Dessauvagie, Anmol Rijhumal, Saud Hamza, Christobel M. Saunders, Brendan F. Kennedy

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Groundwater Quality Assessment Based on Improved Water Quality Index in Pengyang County, Ningxia, Northwest China by Li Pei-Yue, Qian Hui, Wu Jian-Hua

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An Evaluation Framework for Communication and Coordination Processes in Offshore Software Development Outsourcing Relationship: Using Fuzzy Methods by Rafiq Ahmad Khan, Mohd Yazid Idris, Siffat Ullah Khan, Muhammad Ilyas, Sikandar Ali, Aziz Ud Din, Ghulam Murtaza, Abdul Wahid Khan, Saeed Ullah Jan

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Probabilistic Approach for Assessing the Occupational Risk of Olfactometric Examiners: Methodology Description and Application to Real Exposure Scenario by Elisa Polvara, Andrea Spinazzè, Marzio Invernizzi, Andrea Cattaneo, Domenico Maria Cavallo, Selena Sironi

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RBI: a novel algorithm for regulatory-metabolic network model in designing the optimal mutant strain by Ridho Ananda, Kauthar Mohd Daud, Suhaila Zainudin

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Using game performance measure to assess upper limb motor function in children with neuromotor disorders: a systematic review by Kevin Rose-Dulcina, Stéphane Armand, Marine Cacioppo

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A FixMatch Framework for Alzheimer’s Disease Classification: Exploring the Trade-Off Between Supervision and Performance by Al Hossain, Umme Hani Konok, MD Tahsin, Raihan Ul Islam, Mohammad Rifat Ahmmad Rashid, Mohammad Shahadat Hossain, Karl Andersson

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Classifications and Analysis of Caching Strategies in Information‐Centric Networking for Modern Communication Systems by Firdous Qaiser, Khoula Said Al Harthy, Mudassar Hussain, Jaroslav Frnda, Rashid Amin, Rahma Gantassi, Muhammad D. Zakaria

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Design and Demonstration of a Hybrid FES-BCI-Based Robotic Neurorehabilitation System for Lower Limbs by Kasper S. Leerskov, Erika G. Spaich, Mads R. Jochumsen, Lotte N. S. Andreasen Struijk

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Enhancing the students’ perception of machine learning methods-based drug formulation using R_programming educational protocols by Rania M. Hathout, Shaimaa S. Ibrahim

“…Objective The objective of this study was to assess the enhancement of non-computer sciences-based students’ perception of the use of machine learning methods such as PCA and HCA using R-programming in drug formulation. …”
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Assessing the Environmental Sustainability of Organic Wine Grape Production with Qualified Designation of Origin in La Rioja, Spain by Adrián Agraso-Otero, Javier J. Cancela, Mar Vilanova, Javier Ugarte Andreva, Ricardo Rebolledo-Leiva, Sara González-García

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Cross-Network User Identity Linkage Method with Deep Learning Based on SDNE Embedding Representation by CHENG Jialin, YUAN Deyu, SUN Zeyu, CHEN Ziyan

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A novel energy pattern factor-based optimized approach for assessing Weibull parameters for wind power applications by Ghulam Abbas, Arshad Ali, Mohamed Tahar Ben Othman, Muhammad Wasim Nawaz, Ateeq Ur Rehman, Habib Hamam

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Sustainable Material Selection in Construction using Multi Criteria Decision Analysis (MCDA) by Sudakova Anna, Lalitha Yaragudipati Sri, Reddy K. Ramakrishna, Kataria Ansh, Prakash Sunil, Sharma Gazal, Mittal Sachin, Kumar Yogesh, Almusawi Muntather

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Deep Learning for Obstructive Sleep Apnea Detection and Severity Assessment: A Multimodal Signals Fusion Multiscale Transformer Model by Zhang Y, Zhou L, Zhu S, Zhou Y, Wang Z, Ma L, Yuan Y, Xie Y, Niu X, Su Y, Liu H, Hei X, Shi Z, Ren X, Shi Y

“…Yitong Zhang,1 Liang Zhou,2 Simin Zhu,1 Yanuo Zhou,1 Zitong Wang,1 Lina Ma,1 Yuqi Yuan,1 Yushan Xie,1 Xiaoxin Niu,1 Yonglong Su,1 Haiqin Liu,1 Xinhong Hei,2 Zhenghao Shi,2 Xiaoyong Ren,1 Yewen Shi1 1Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi Province, People’s Republic of China; 2School of Computer Science and Engineering, Xi’an University of Technology, Xi’an, Shaanxi Province, People’s Republic of ChinaCorrespondence: Xiaoyong Ren; Yewen Shi, Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi’an Jiaotong University, Address: NO. 157 Xi Wu Road, Xi’an, Shaanxi Province, Email cor_renxiaoyong@126.com; shiyewen59@outlook.comPurpose: To develop a deep learning (DL) model for obstructive sleep apnea (OSA) detection and severity assessment and provide a new approach for convenient, economical, and accurate disease detection.Methods: Considering medical reliability and acquisition simplicity, we used electrocardiogram (ECG) and oxygen saturation (SpO2) signals to develop a multimodal signal fusion multiscale Transformer model for OSA detection and severity assessment. …”
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DiffuseGaitNet: Improving Parkinson’s Disease Gait Severity Assessment With a Diffusion Model Framework by Arshak Rezvani, Nasrin Ravansalar, Mohammad Ali Akhaee, Andrew J. Greenshaw, Russell Greiner, Maryam S. Mirian, Muhammad Yousefnezhad, Martin J. McKeown

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Integrated GIS, statistical modeling, and CMIP6-based assessment of groundwater irrigation quality in north-central Bangladesh for sustainable management by Md Touhidul Islam, Nilima Das, Md Rakibul Islam, Mahadi Hasan Joy, Mst Rimi Khatun, Nusrat Jahan, Nahidul Islam, Md Mazharul Islam, Sujan Chandra Roy, A.K.M. Adham

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