Leptomeningeal Metastases in a Patient with Castration-Resistant Prostate Cancer by Takuya Koie, Yasuhiro Hashimoto, Yuichiro Suzuki, Yoshiomi Hatayama, Futoshi Kimura

“…A 42-year-old man visited a community hospital with chief complaints of lumbago and dyschesia. Computed tomography (CT) showed multiple lung, lymph node, and bone metastases and the irregular enlarged prostate with urinary bladder invasion. …”
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A Comparative Analysis of Advanced Routing and Cluster Head Selection Algorithm Using Lagrange Interpolation by Zoren P. Mabunga, Jennifer C. Dela Cruz, Renato R. Maaliw

“…This paper presents a unified performance metric for evaluating the chronological wild geese optimization (CWGO) algorithm in wireless sensor networks (WSNs). …”
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Quadratic Regression Models for Profile Picture NFT Valuation by Geun-Cheol Lee, Hoon-Young Koo, Heejung Lee

“…For the full quadratic model, we introduce a systematic procedure to select first-order, squared, and interaction terms in the model. To evaluate the performance of the proposed models, we carried out comparative computational experiments. …”
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Advanced Deep Learning Approaches in Detection Technologies for Comprehensive Breast Cancer Assessment Based on WSIs: A Systematic Literature Review by Qiaoyi Xu, Afzan Adam, Azizi Abdullah, Nurkhairul Bariyah

“…<b>Results:</b> To enhance clinical relevance and guide model development, this study introduces a five-dimensional evaluation framework covering accuracy and performance, robustness and generalization, interpretability, computational efficiency, and annotation quality. …”
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Dataset of SCAPS-1D simulated halide perovskite solar cells with SHAP and machine learning-based PCE optimizationZenodo by Ivan E. Novoselov, Alexander M. Gvozdev, Andrey A. Smirnov, Ivan S. Zhidkov

“…The structured dataset supports a reproducible simulation environment and is designed to facilitate further research in computational materials science and renewable energy. …”
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Real-time implementation of nonlinear model predictive control for high angle of attack Maneuvers in fighter aircrafts using deep learning by Muhammad Faheem Manzoor, Joel A. Paulson, Yasir Awais Butt, Fazal-ur Rehman, Aamer Iqbal Bhatti

“…This research is focussed on the design of real-time solution to NMPC (low computations) for fast dynamic systems. In this work, a comprehensive and innovative solution based on a deep learning-based approximate NMPC scheme has been proposed to overcome these computational challenges. …”
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Optimization of structural and mechanical properties of stone products through internal reinforcement by I. A. Piskun, V. V. Kotenko, A. M. Makhno, R. M. Ihnatiuk, R. R. Merynov

“…The scientific novelty of this work lies in the development of a comprehensive approach to managing the strength characteristics of stone products through the use of reinforcing cores by developing new computer models and evaluation methodologies that consider the impact of reinforcing elements on the stone structure. …”
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Psychosemantic Peculiarities of Promotional Videos Perception by Anzhelika Shamne, Tamiliia Dotsevych, Alina Akimova

“…Five promotional videos of different types were selected as the evaluation objects (an “Otrivin” animation video with computer graphics and special effects; a “Pantene” actor-supported voice-over music video; a “Hylak Forte” voice-over information-type video; a “Samsung” celebrity figure-supported video; a “Raiffeisenbank” storyline actor-supported voice-over music video). …”
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Improved Search of Boomerang Distinguishers for Generalized Feistel and Application to WARP by Xinhao Zeng, Lin Tan, Hong Xu

“… Boomerang and rectangle cryptanalysis are powerful cryptanalytic techniques for security evaluation of block ciphers. Automated search for boomerang distinguishers is an important area of research. …”
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Securing IoT Communications via Anomaly Traffic Detection: Synergy of Genetic Algorithm and Ensemble Method by Behnam Seyedi, Octavian Postolache

“…This approach identifies the most significant features, reduces dimensionality, and enhances computational efficiency without sacrificing accuracy. …”
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Attention-driven echo cancellation: A novel transformer-based approach for robust acoustic echo and noise cancellation by Soni Ishwarya V, Mohanaprasad K

“…A case study was also included to evaluate the model's applicability.…”
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Diagnosis and prognosis of melanoma from dermoscopy images using machine learning and deep learning: a systematic literature review by Hoda Naseri, Ali A. Safaei

“…The review covers a range of model architectures, including DenseNet and ResNet, and discusses datasets, methodologies, and evaluation metrics used to validate model performance. …”
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Exploration of analysis methods for diagnostic imaging tests: problems with ROC AUC and confidence scores in CT colonography. by Susan Mallett, Steve Halligan, Gary S Collins, Doug G Altman

“…We compared two such approaches, sensitivity and specificity with area under the Receiver Operating Characteristic Curve (ROC AUC) for the evaluation of CT colonography for the detection of polyps, either with or without computer assisted detection.…”
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Potential S1 Nerve Root Blocks Associated with Sacroiliac Joint Injections by Andrew Ng, Jesse Lou, Dajie Wang

“…Furthermore, to improve the specificity of a diagnostic SI injection, an appropriate evaluation should be considered to rule out any S1 nerve pathology as a significant pain generator.…”
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The Use of Machine Learning in the Diagnosis of Kidney Allograft Rejection: Current Knowledge and Applications by Tanja Belčič Mikič, Miha Arnol

“…ML models based on radiologic evaluation or gene signature in peripheral blood may be useful in cases where kidney biopsy is contraindicated in addition to other non-invasive biomarkers. …”
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PELM: A Deep Learning Model for Early Detection of Pneumonia in Chest Radiography by Erdem Yanar, Fırat Hardalaç, Kubilay Ayturan

“…To ensure fair benchmarking, all models were trained and evaluated under identical preprocessing and hyperparameter settings. …”
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YOLO-MARS: An Enhanced YOLOv8n for Small Object Detection in UAV Aerial Imagery by Guofeng Zhang, Yanfei Peng, Jincheng Li

“…Secondly, a PD-ASPP structure is proposed, utilizing parallel paths for differentiated feature extraction and incorporating depthwise separable convolutions to reduce computational redundancy, thereby enabling the effective identification of targets at various scales under complex backgrounds. …”
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Medicarpin, a Natural Pterocarpan, Heals Cortical Bone Defect by Activation of Notch and Wnt Canonical Signaling Pathways. by Manisha Dixit, Ashutosh Raghuvanshi, Chandra Prakash Gupta, Jyoti Kureel, Mohd Nizam Mansoori, Priyanka Shukla, Aijaz A John, Kavita Singh, Dipak Purohit, Pallavi Awasthi, Divya Singh, Atul Goel

“…We evaluated the bone regeneration and healing effect of Medicarpin (med) in cortical bone defect model that heals by intramembranous ossification. …”
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Clinical analysis and comparative study of facial symmetry of three-dimensional skull models. by Zhengrui Zhang, Aijia Deng, Hao Li, Yunming Li, Jianhua Wei, Yan Wang

“…The N-ANS-PNS plane emerged as the most reliable reference for facial symmetry evaluation in 3D skull models, with female morphology exhibiting inherently superior bilateral symmetry compared to male counterparts.…”
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Optimizing Work Planning for Grain Crop Cultivation: Software Components by V. V. Alt, S. P. Isakova

“…The software package facilitates the automation of technology selection, the creation of an annual work plan, and the computation of economic indicators.…”
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