Automated Seizure Detection through EEG Analysis and Deep Learning Technique by Srinivas Nowduri, M. Madhusudhana Subramanyam

“…Detecting epileptic seizures automatically through intelligent methods has been a main challenge in recent years. …”
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Guest Editorial: Anomaly detection and open‐set recognition applications for computer vision by Hakan Cevikalp, Robi Polikar, Ömer Nezih Gerek, Songcan Chen, Chuanxing Geng

“…This special issue calls for original contributions introducing novel datasets, innovative architectures, and advanced training methods for tasks related to visual anomaly detection and open‐set recognition.…”
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Contextual Attribution Maps-Guided Transferable Adversarial Attack for 3D Object Detection by Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei

“…Subsequently, perturbations are generated under the guidance of a dual loss, which is proposed to suppress the detection results and maintain visual imperception simultaneously. The experimental results proved that the CAMGA method achieved an attack success rate of over 68% on three large-scale datasets and 83% on the KITTI dataset. …”
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Use of End-to-End Tool for the Analysis of the Digital Governance of Ports by Nicoletta González-Cancelas, Alberto Camarero Orive, Alberto Rivas Vilarchao, Javier Vaca-Cabrero

“…In addition, it provides an intuitive and easy-to-use interface to visualize results and make evidence-based decisions. …”
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Intelligent BIM Searching via Deep Embedding of Geometric, Semantic, and Topological Features by Pin-Hao Huang, Sheng-Yu Song, Zhen Xu, Zhen-Zhong Hu, Jia-Rui Lin

“…Experiments show that the proposed approach demonstrates an efficiency of 780 times greater than manual retrieval methods and 4–6% more efficient than traditional methods. …”
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Non-local spatiotemporal fusion incorporating optical flow estimation and spatial-spectral mitigation-based residual by Yaxu Wang, Xiaobo Luo, Hongwei Ye

“…Extensive experiments demonstrate that our method outperforms other weighted-based methods visually and quantitatively.…”
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A novel XAI framework for explainable AI-ECG using generative counterfactual XAI (GCX) by Jong-Hwan Jang, Yong-Yeon Jo, Sora Kang, Jeong Min Son, Hak Seung Lee, Joon-myoung Kwon, Min Sung Lee

“…Through a series of validation experiments, the framework demonstrates its ability to produce counterfactual ECGs that closely align with established clinical knowledge, including characteristic alterations associated with potassium imbalances and atrial fibrillation. By clearly visualizing how incremental modifications in ECG morphology and rhythm affect artificial intelligence-applied ECG (AI-ECG) predictions, this generative counterfactual method moves beyond static attribution maps and has the potential to increase clinicians’ trust in AI-ECG systems. …”
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The paradigm of the digital society: synthesis of technocratic and socio-humanitarian approaches by Sholpan Jamanbalayeva, Elena Burova, Ayazhan Sagikyzy, Dinara Zhanabayeva, Alyona Adamidi

“…The article employs a triangulation method: it analyzes data from an international digital readiness index study, examines and visualizes national statistical data and digitalization program indicators and presents the results of a sociological study on societal digitalization conducted by the authors. …”
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Data Augmentation-Driven Improvements in Malignant Lymphoma Image Classification by Sandi Baressi Šegota, Vedran Mrzljak, Ivan Lorencin, Nikola Anđelić

“…However, the effectiveness of such methods is often constrained by the limited availability of annotated medical data. …”
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Simulations and Experiments on Vibration Control of Aerospace Thin-Walled Parts via Preload by Qiong Wu, Lei Li, Yi-Du Zhang

“…Thus, this research introduces the method where vibration of aerospace thin-walled parts is reduced by preload. …”
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RIS-UNet: A Multi-Level Hierarchical Framework for Liver Tumor Segmentation in CT Images by Yuchai Wan, Lili Zhang, Murong Wang

“…Extensive experiments on the LiTS17 dataset demonstrate the effectiveness of our method on accuracy, efficiency, and visual results for liver tumor segmentation.…”
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Pneumatic Displacement with Perfluoropropane Gas and Intravitreal Tissue Plasminogen Activator for Subretinal Subfoveal Hemorrhage after Focal Laser Photocoagulation in Central Ser... by Khalid Al Rubaie, Juan V. Espinoza, Andres F. Lasave, Dario Savino-Zari, Fernando A. Arevalo, J. Fernando Arevalo

“…Method. Interventional, retrospective case report of one eye (one patient). …”
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Human lymph node microvascular imaging using a fast contrast-free super-resolution ultrasound technique by Mostafa Amin Naji, Nathalie Sarup Panduro, Seyed Mohammad Mahdi Tabatabaei Majd, Lauge Naur Hansen, Iman Taghavi, Amy McDermott, Carsten Gundlach, Borislav Gueorguiev Tomov, Michael Bachmann Nielsen, Charlotte Mehlin Sørensen, Jørgen Arendt Jensen

“…The SURE approach offers a fast contrast-free method for assessing human lymph node microvascular characteristics, providing a promising tool for lymph node evaluation in clinical settings.…”
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Furrow Irrigation system in Ethiopia, a limitation in the rational use of water in agriculture and its performance by Addisu Asefa Mangesha

“…The furrow irrigation method can be highly effective when used correctly, but it can also be quite ineffective when used incorrectly. …”
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Identifying and Analyzing the Effects of Urban Creep on the Situation Development of Rural Areas around (Case Study: Villages around of Marivan City) by saadi mohammadi, askandar moradi, Sharmin hosaini

“…Data gathering in the theoretical part of the documentary and in the field was conducted by a survey method based on an interview with the local people and the locals to identify the outcomes, and then the classical distribution of the questionnaire among the studied villages and simple random among 203 households supervised by The Cochran formula was determined by volume, 30 from local development experts and observers of the status quo, in order to generalize the findings from the interviews. …”
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The Violent Hero and the Heroism of Violence: Narratological Investigation of Aggressive Lyrical Content of Contemporary Punjabi Pop Songs by Kaptan Singh

“…The titles, lyrics, beat, narratives, and video visuals are taken into cognizance to ascertain the elements of violence in the lyrics of contemporary Punjabi pop songs. …”
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Hourglass attention for image super-resolution by Ling Xu, Yian Huang, Xiaoping Lin

“…Extensive experiments on public datasets show that HGFormer outperforms existing methods in both objective metrics and visual quality.…”
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Towards Effective Participation: A Stakeholder-Centered Evaluation for Aggregating Spatially Explicit Data by Sebastian Leahy, Eduardo Dias

“…Subsequently, a follow-up study was employed to validate the perceived feeling of ownership among both of the methods in terms of the stakeholders’ sense of community representation within the visual outputs. …”
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Perancangan Sistem Penunjang Keputusan Investasi Daerah Berbasis Webgis di Provinsi Sumatera Barat (Studi Kasus Badan Koordinasi Penanaman Modal Provinsi Sumatera Barat) by Difana Meilani, Ryan Amirulfiras

“…Next step is using Unified Modeling Language (UML) method to provide, represent and visualize the system. …”
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SiNC: Saliency-injected neural codes for representation and efficient retrieval of medical radiographs. by Jamil Ahmad, Muhammad Sajjad, Irfan Mehmood, Sung Wook Baik

“…In this paper, we present an efficient method for representing medical images by incorporating visual saliency and deep features obtained from a fine-tuned convolutional neural network (CNN) pre-trained on natural images. …”
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