U-shape-based network for left ventricular segmentation in echocardiograms with contrastive pretraining by Zhengkun Qian, Tao Hu, Jianming Wang, Zizhong Yang

“…Extensive experimental results on the EchoNet-Dynamic dataset demonstrate that the proposed modifications deliver competitive performance at a lower computational cost.…”
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Development of a high-order global dynamical core using the discontinuous Galerkin method for an atmospheric large-eddy simulation (LES) and proposal of test cases: SCALE-DG v0.8.0 by Y. Kawai, H. Tomita, H. Tomita

“…To show high-order numerical convergence, a few modifications were made in the experimental setup of existing test cases. …”
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Compression Sensitivity of the Burrows–Wheeler Transform and Its Bijective Variant by Hyodam Jeon, Dominik Köppl

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Unveiling racial disparities in prostate cancer using an integrative genomic and transcriptomic analysis by Abdalla Elbialy, Akshay Sood, Shang-Jui Wang, Peng Wang, Ahmed Fadiel, Anil V. Parwani, Steven Huang, Gennady Shvets, Nagireddy Putluri, Jenny Li, Xuefeng Liu

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A Transcriptomic Signature of Depressive Symptoms in Late Life by Stuart Matan-Lithwick, Melissa C. Misztal, Mu Yang, Thomas DeLong, Shreejoy Tripathy, Jeffrey T. Dunn, David A. Bennett, Philip L. De Jager, Yanling Wang, Daniel W. Fisher, Hongxin Dong, Daniel Felsky

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Mathematical Formulation of Intelligent Management Algorithms for Isolated Microgrids: A Pareto-Based Critical Approach by Vitor dos Santos Batista, Thiago Mota Soares, Maria Emília de Lima Tostes, Ubiratan Holanda Bezerra, Hugo Gonçalves Lott

“…This study proposes a simplified mathematical formulation for optimizing isolated microgrids, enhancing computational efficiency while preserving solution quality. …”
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Secure and Editable: A Blockchain Voting System Based on Chameleon Hash With Ephemeral Trapdoors by Qiankun Zheng, Junyao Ye, Peng Li, Junzuo Lai

“…The system uses chameleon hashes with ephemeral trapdoors and a timestamp mechanism, allowing voters to modify their ballots within a legitimate timeframe. Additionally, a modified Paillier cryptosystem and blind signature technology are used to ensure that any modifications leave no trace. …”
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Modified Projection Algorithms for Solving the Split Equality Problems by Qiao-Li Dong, Songnian He

“…In this paper, we propose a modification for the CQ algorithm, which computes the stepsize adaptively and performs an additional projection step onto two half-spaces in each iteration. …”
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ON THE SECURITY OF GENERALIZED MULTILINEAR MAPS BASED ON WEIL PAIRING by Annisa Dini Handayani, Indah Emilia Wijayanti, Uha Isnaini, Prastudy Fauzi

“…Unfortunately, they did not prove that their scheme meets three additional computational assumptions proposed by Boneh and Silverberg. …”
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BrushGaussian: Brushstroke-Based Stylization for 3D Gaussian Splatting by Zhi-Zheng Xiang, Chun Xie, Itaru Kitahara

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Hydrodynamic Shape Optimization of a Naval Destroyer by Machine Learning Methods by Andrea Serani, Matteo Diez

“…Additionally, computational cost reductions of 65% to 98% are observed, compared to using the full design space and high-fidelity simulations only.…”
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Distributed K-Means algorithm based on a Spark optimization sample. by Yongan Feng, Jiapeng Zou, Wanjun Liu, Fu Lv

“…Experimental results show that SOSK-Means significantly improves computational speed while maintaining high computational accuracy.…”
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Integrated promoter-capture Hi-C and Hi-C analysis reveals fine-tuned regulation of the 3D chromatin architecture in colorectal cancer by Ajay Kumar Saw, Ayush Madhok, Anupam Bhattacharya, Anupam Bhattacharya, Soumyadeep Nandi, Sanjeev Galande, Sanjeev Galande

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Transferable polychromatic optical encoder for neural networks by Minho Choi, Jinlin Xiang, Anna Wirth-Singh, Seung-Hwan Baek, Eli Shlizerman, Arka Majumdar

“…In addition, our analog optical encoder, trained for CIFAR-10 data, can be transferred to the ImageNet subset, High-10, without any modifications, and still exhibits moderate accuracy. …”
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A supply chain analytics approach for optimizing milk collection routing in multi-depot networks by Mattia Neroni, Marta Rinaldi

“…However, it cannot be reduced to any previously mentioned problems before introducing slight modifications and additional constraints to the mathematical formulation. …”
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Innovative QR Code System for Tamper-Proof Generation and Fraud-Resistant Verification by Suliman A. Alsuhibany

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IMPROVING α-PARAMETERIZED DIFFERENTIAL TRANSFORM METHOD WITH DANDELION OPTIMIZER FOR SOLVING ORDINARY DIFFERENTIAL EQUATIONS by Mustafa Raed Najeeb, Omar Saber Qasim

“… In this manuscript, we aim to address Ordinary Differential Equations (ODEs) by α-Parameterized Differential Transform Method (α-PDTM). Additionally, we seek to enhance the effectiveness of α-PDTM by incorporating the Dandelion Optimizer (DO). …”
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High-Throughput Adaptive Co-Channel Interference Cancellation for Edge Devices Using Depthwise Separable Convolutions, Quantization, and Pruning by Mostafa Naseri, Eli De Poorter, Ingrid Moerman, H. Vincent Poor, Adnan Shahid

“…Our approach is established on architectural modifications, notably through quantization and the incorporation of depthwise separable convolution, to achieve a balance between computational efficiency and performance. …”
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Modulating Osteoclast Activity and Immune Responses with Ultra-Low-Dose Silver Nanoparticle-Loaded TiO₂ Nanotubes for Osteoporotic Bone Regeneration by Zhen Wang, Penghui Xiang, Zhe Xu, Meiqi Gu, Rui Zhang, Yifei Li, Fei Xin, Chengla Yi

“…In addition, Ag@TiO₂-NTs facilitated the polarization of macrophages toward the M2 phenotype. …”
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Laser Active Optical Systems (LAOSs) for Material Processing by Vladimir Chvykov

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