Flow shop scheduling of hybrid make-to-stock and make-to-order in a distributed precast concrete production system by Chen Chen, Jinchi Han, Ziwen Liu, Robert Lee Kong Tiong

“…Comparisons between the genetic algorithm and the whale optimization algorithm are made. Through the computational evaluation of a test case, the performance and effectiveness of the proposed methods are verified.…”
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A Fortran–Python interface for integrating machine learning parameterization into earth system models by T. Zhang, C. Morcrette, C. Morcrette, M. Zhang, W. Lin, S. Xie, Y. Liu, K. Van Weverberg, K. Van Weverberg, J. Rodrigues

“…We conduct a comprehensive evaluation of memory usage and computational overhead resulting from the integration of Python codes into the Fortran ESMs. …”
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Adjacent segment disease induced by spinal tophus: a case report by Chenglong Wang, Hongjun Liu, Shuangquan Gong, Yu Ye, Liqiang Cui, Dengshang Liu, Sen Li, Shiming Xie

“…Magnetic resonance imaging (MRI) T2-weighted sequences revealed a hypointense signal at the posterior margin of the L3 vertebral body, while computed tomography (CT) demonstrated a hyperdense lesion. …”
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Comprehensive comparison of the third-generation sequencing tools for bacterial 6mA profiling by Beifang Lu, Zhihao Guo, Xudong Liu, Ying Ni, Letong Xu, Jiadai Huang, Tianmin Li, Tongtong Feng, Runsheng Li, Xin Deng

“…Our multi-dimensional evaluation report encompasses motif discovery, site-level accuracy, single-molecule accuracy, and outlier detection across six bacteria strains. …”
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Follicular Lymphoma of the Gallbladder in an Octogenarian: A Case Report and Literature Review by Mikayla Myers MD, Bassel Dakkak MD, Swapna Sirigireddy MD, Ibrahim Shanti MD, Drew Ferguson MD, Abdelwahap Elghezewi MD, Mustafa Ben Khayal MD, Zakaria Alagha MD, MSc, Ahmed Sherif MD, AGAF, FASGE, Eva-Pattont Tackett MD, FACP

“…This case highlights the need for heightened clinical suspicion and comprehensive evaluation in atypical presentations of extranodal lymphoma.…”
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Urolithiasis: Comprehensive Review of Etiology, Diagnosis and Treatment by Jakub Kaźmierczak, Ryszard Bartosiński, Jan Szustak, Anna Wijata, Zuzanna Adriana Przybyłek- Stępień, Justyna Dutkiewicz, Wiktoria Mączyńska, Maria Kąpa, Bartosz Szepietowski, Michał Wijata, Ewelina Rycerz, Piotr Pasek

“…Advances in diagnostic modalities, particularly the role of non-contrast computed tomography (CT), ultrasonography, and metabolic evaluation, have improved early detection and classification of urinary stones. …”
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Quantitative and Qualitative Symmetry Analysis of Open Reduction and Fixation of Zygomatic Complex Fractures by Frederic Van der Cruyssen, Mathilda Wylde, Anthony Campbell, Ali Reza Pourkarim, Zeeshan Ahmad, Nabeel Bhatti, Simon Holmes

“…Zygomatic complex (ZMC) fractures are among the most common craniofacial injuries, impacting both function and esthetics. This study evaluates the effectiveness of open reduction and internal fixation (ORIF) in restoring facial symmetry following ZMC fractures. …”
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Alkaline Amino Acids for Salt Reduction in Surimi: A Review by Tong Shi, Guxia Wang, Yu Xie, Wengang Jin, Xin Wang, Mengzhe Li, Yuanxiu Liu, Li Yuan

“…Future research should optimize addition strategies using computational simulations technologies and establish a quality and safety evaluation system to promote industrial application. …”
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Traceability of Surgical Instruments: A Systematic Review by Moustafa Fayad, Réda Yahiaoui, Frédéric Auber, Hervé Pidoux, Olivier Hild, Fabien Picaud, Guillaume Herlem, Yann Chaussy

“…<b>Results:</b> Out of 7189 articles retrieved, 22 were selected for evaluation, and only 6 were considered relevant after a thorough examination. …”
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LYRICEL: Knowledge Graphs Combined With Large Language Models and Machine Learning for Cross-Cultural Analysis of Lyrics&#x2014;The Case of Greek Songs by Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Dionisios N. Sotiropoulos, Konstantina Chrysafiadi, Evangelos Sakkopoulos, George A. Tsihrintzis, Maria Virvou

“…The core component, Sequential Language Model Integration (SLMI), enhances the interpretability and reliability of transformer-based LLMs by addressing explainability and validation challenges through Retrieval-Augmented Generation (RAG), hybrid search, and rule-based evaluation. An important feature of LYRICEL is its use of KG visualizations, which serve as dynamic links to improve interpretability and validatability by structuring data relationships and sources. …”
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Comparative analysis of statistical and deep learning-based multi-omics integration for breast cancer subtype classification by Mahmoud M. Omran, Mohamed Emam, Mariam Gamaleldin, Asmaa M. Abushady, Mustafa A. Elattar, Mohamed El-Hadidi

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From Data to Diagnosis: Enhancing Radiology Reporting With Clinical Features Encoding and Cross-Modal Coherence by Saeed Iqbal, Adnan N. Qureshi, Faheem Khan, Khursheed Aurangzeb, Muhammad Azeem Akbar

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A Precise and Scalable Indoor Positioning System Using Cross-Modal Knowledge Distillation by Hamada Rizk, Ahmed Elmogy, Mohamed Rihan, Hirozumi Yamaguchi

“…This enables the student model to learn a robust mapping from RSSI measurements to precise location estimates, reducing computational demands while improving scalability. Evaluation in two cluttered indoor environments of varying sizes using Android devices and Google WiFi access points, <i>DistilLoc</i> achieved sub-meter localization accuracy, with median errors of 0.42 m and 0.32 m, respectively, demonstrating improvements of 267% over conventional RSSI methods and 496% over multilateration-based approaches. …”
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Generating Authentic Grounded Synthetic Maintenance Work Orders by Allison Lau, Jadeyn Feng, Melinda Hodkiewicz, Caitlin Woods, Michael Stewart, Adriano Polpo

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Closing the loop: establishing an autonomous test-learn cycle to optimize induction of bacterial systems using a robotic platform by Jan Benedict Spannenkrebs, Aron Eiermann, Thomas Zoll, Silke Hackenschmidt, Johannes Kabisch, Johannes Kabisch, Johannes Kabisch

“…This interdisciplinary work between computer science and biology thus transforms a static robotic platform into a dynamic one. …”
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Unlocking the folkloric uses of Rhus retinorrhoea Steud. Ex A. rich leaf crude extracts: Phytochemical screening, antioxidant and antibacterial activities by Yihenew Simegniew Birhan, Ayenew Getachew Binalf, Biniyam Zewdie Hiruy, Fasih Bintang Ilhami

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A privacy-preserving dependable deep federated learning model for identifying new infections from genome sequences by Sk. Tanzir Mehedi, Lway Faisal Abdulrazak, Kawsar Ahmed, Muhammad Shahin Uddin, Francis M. Bui, Li Chen, Mohammad Ali Moni, Fahad Ahmed Al-Zahrani

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DermaTransNet: Where Transformer Attention Meets U-Net for Skin Image Segmentation by Anum Abdul Salam, Muhammad Usman Akram, Muhammad Haroon Yousaf, Babar Rao

“…The proposed architecture has been evaluated on a publicly available dataset against various evaluation metrics i.e., F1-Score, Accuracy, Precision, Recall, and Hausdorff Distance. …”
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Compression Sensing Satellite Image Pixel Scrambling Scheme using Unique Seed Generation for Intra-Block Confusion with LP Rotation Mechanism by Ram Chandra Barik, Devendra Kumar Yadav, Pragyan Mishra

“…The proposed algorithm is lightweight, offering low computational complexity that is suitable for satellite systems and other imaging applications. …”
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PISCFF-LNet: A Method for Autonomous Flight of UAVs Based on Lightweight Road Extraction by Yuanxu Zhu, Tianze Zhang, Aiying Wu, Gang Shi

“…Furthermore, many existing autonomous-flight-control algorithms for UAVs are computationally demanding, which limits their deployment on embedded devices with constrained memory and processing power, thereby affecting both operational efficiency and the safety of UAV missions. …”
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