CGADNet: A Lightweight, Real-Time, and Robust Crosswalk and Guide Arrow Detection Network for Complex Scenes by Guangxing Wang, Tao Lin, Xiwei Dong, Longchun Wang, Qingming Leng, Seong-Yoon Shin

“…In complex scenarios, the proposed method in the stability of the mAP@0.5 was maintained, resulting in a 4.1% improvement in the mAP@0.5:0.95. …”
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STUDY OF UTILIZING PINEAPPLE LEAF EXTRACT FOR THE GREEN SYNTHESIS OF FE3O4 AND ITS IMPREGNATION ON OIL PALM (EFB) by Ade Yusariarta Putra Parmita, Hizkia Alpha Dewanto, Gusti Umindya Nur Tajalla, Aulia Arif Akbar, Nur Tajalla

“…The formation process of Fe3O4/EFB fiber was carried out by synthesizing FeCl3.6H2O and pineapple leaf extract using the green synthesis method. Pineapple leaf extract contains hydroxyl, carbonyl, and amine functional groups that can act as reductants and capping agents for the synthesized metal salts. …”
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A pilot study comparing three-dimensional models of tumor histopathology and magnetic resonance imaging by Anne Koivuholma, Heli J. Sistonen, Katri Aro, Antti Mäkitie, Jaana Hagström, Timo Atula

“…The 3D model based on histopathological tumor borders was constructed by a method that uses a 3D table scanner and modeling software. …”
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AI-driven analysis by identifying risk factors of VL relapse in HIV co-infected patients by Abhishek Kumar, Sanchita Mondal, Debnarayan Khatua, Debashree Guha, Budhaditya Mukherjee, Arista Lahiri, Dilip K. Prasad, Arif Ahmed Sekh

“…To address the lack of transparency (in terms of feature importance) in Machine Learning (ML) models, the SHapley Additive exPlanation (SHAP) method is employed, which enhances model interpretability (feature importance) through visual insights. …”
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Flexible modular dwelling for rural environments; specific case: Cebadas – Ecuador [version 2; peer review: 2 approved] by Karina Elizabeth Cajamarca Dacto, Maikol Josueé González Espinosa, Dany Marcelo Tasan Cruz, Erick Fabricio Nieto Páez, Jean Carlos Montero Riofrio

“…This project in the Cebadas parish proposes modular dwelling that applies bioclimatic and sustainable criteria, using local materials to improve habitability and promote the social and economic development of the community. Method The research approach is qualitative-quantitative. …”
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Evaluating the Effectiveness of the Original Designs of Immediate-Prostheses after Multiple Tooth Extraction: Clinical Cases by A. V. Gus’kov, S. A. Mashutin, A. A. Oleinikov, M. K. Zainutdinov, E. A. Klimenko, L. S. Toropova

“…Rehabilitation of patients with chronic periodontal diseases leading to multiple tooth loss can be carried out using the method of immediate prosthetics. However, the likelihood of atrophy of denture-supporting tissues under non-physiological load with removable dental prostheses imposes special requirements for their design features.Case description. …”
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Risk Assessment of Hydrogen-Powered Aircraft: An Integrated HAZOP and Fuzzy Dynamic Bayesian Network Framework by Xiangjun Dang, Yongxuan Shao, Haoming Liu, Zhe Yang, Mingwen Zhong, Huimin Zhao, Wu Deng

“…Expert knowledge is processed using a similarity aggregation method to generate fuzzy probabilities, which are then integrated into the FDBN model to construct a risk factor relationship network. …”
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Global Reporting Format Automation Under Rain: Runways Conditions Monitoring in Real‐Time Using Integrated Sensing and Communication Technology by Dieudonné Sama, Doua Allain Gnabahou, Ali Ganame

“…The results also show that the method used herein is the proper solution to the GRF issues in rainy areas, where the accuracy of the contaminant depth measurement is a challenge.…”
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Clinical Significance of Epidurography Contrast Patterns after Adhesiolysis during Lumbar Percutaneous Epidural Neuroplasty by Sang-Hyuk Park, Gyu Yeul Ji, Pyung Goo Cho, Dong Ah Shin, Young Sul Yoon, Keung Nyun Kim, Chang Hyun Oh

“…The analysis was done in the university hospital center. Method. The clinical outcomes of all patients were assessed before and 1, 3, 6, and 12 months after undergoing lumbar PEN. …”
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Defect Detection in Industrial Soldering Processes Using Machine Learning: A Critical Literature Review by Luca Eisentraut, Johanna Hosch, Maksym Roytenberg, Amelie Benecke, Pascal Penava, Ricardo Buettner

“…This literature review aims to examine and evaluate research coverage along three dimensions: intervention points in the process, non-destructive testing methods, and machine learning techniques employed. …”
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Optimal Labeling Dose, Labeling Time, and Magnetic Resonance Imaging Detection Limits of Ultrasmall Superparamagnetic Iron-Oxide Nanoparticle Labeled Mesenchymal Stromal Cells by Anders Bruun Mathiasen, Louise Hansen, Tina Friis, Carsten Thomsen, Kishore Bhakoo, Jens Kastrup

“…Materials and Methods. 248 gel-phantoms were constructed and scanned on a 1.5T MRI-scanner. …”
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Comparison of Animal-assisted Therapy, Virtual Reality, and Conventional Pretreatment Behavior Modification Techniques: A Randomized Controlled Trial Study by Ketki Kashyap, Kopal Singh, Shivani Mathur, Manvi Malik, Pulkit Jhingan, Pallavi Anand

“…Aim: To compare and assess the effectiveness of animal-assisted therapy (ATT), virtual reality (VR), and conventional pretreatment behavior modification techniques as behavior management tools in 6-12-year-old children. Materials and methods: A total of 90 children falling in the 6-12 years age bracket were included based on selection criteria and were randomly divided into three groups—group I: AAT, group II: VR, and group III: playroom activity. …”
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Comparison of two types of electrodontometry devices when used to determine the effectiveness of anesthesia by A. Zh. Petrikas, O. A. Petrikas, E. V. Chestnykh, V. V. Turovtsev, I. O. Larichkin, D. V. Medvedev, K. V. Kulikova

“…To compare the diagnostic characteristics of IVN-01 Pulptest-Pro and PulpEst electrodontometry devices when using them to evaluate the effectiveness of local anesthesia in dentistry.Materials and methods. The randomized double-blind study involved 76 patients divided into two groups of 38 people. …”
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Study on Prosthetic Hand Proprioception Feedback Based on Hybrid Vibro-Electrotactile Stimulation by Guangfei Wu, Wenqing Gu, Yi Luo, Xin Zhang, Lei Li, Jingming Hou, Haoyue Deng, Wensheng Hou, Lin Chen, Xing Wang

“…The proposed HyVE tactile feedback method effectively combines the advantages of electrotactile and vibrotactile stimulation, mitigating their respective limitations. …”
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Postoperative Nocardia Endophthalmitis and the Challenge of Managing with Intravitreal Amikacin by Sikander A. K. Lodhi, G. Ashok Kumar Reddy, C. Aruna Sunder

“…Methods. This case report highlights the typical features of Nocardia endophthalmitis, which presented six weeks after undergoing small incision cataract surgery. …”
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In vitro evaluation of natamycin 5% suspension against Aspergillus flavus, Fusarium solani, and Candida parasilopsis by Farlah Angela M. Salvosa, MD, Leo P. Cubillan, MD, Mrs. Lilia Flor Nievera, RMT

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Premacular Subhyaloid Haemorrhage Drainage by Frequency-Doubled (532 nm) Nd:YAG Laser by MK Rathore, Eva Tirkey, Shivcharan Lal Chandravanshi, Jainendra Shivdas Rahud, Rachhana Gupta

“…In this series, visual acuity improvement was defined as an improvement of three or more lines on Snellen′s visual acuity chart. …”
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Isolated Central Epiretinal Membrane: A Rare Complication of Fovea-Sparing Internal Limiting Membrane Peeling Technique by Yen-Chih Chen, San-Ni Chen

“…To report a rare complication presenting as an isolated central epiretinal membrane (ERM) related to fovea-sparing internal limiting membrane (ILM) peeling technique. Methods. Five patients who received fovea-sparing ILM peeling were enrolled. …”
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Optimizing Telepractice Selection and Implementation for Persons with Aphasia by Elizabeth O. Tibus, Maryanne Weatherill, Amy D. Rodriguez

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Cholesterol Granuloma as a Rare Differential in Bone Erosion of the Orbit: A Case Report by Mary Rose Pe Yan MD, Gian Carlo Aurelio MD, Felice Katrina T. Ranche MD

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