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Neck localization and geometry quantification of intracranial aneurysms
Published 2010“…We present an approach for accurate localization of the neck of intracranial aneurysms and quantification of their geometry that is useful for their treatment through endovascular embolization. …”
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Detection of Double and Triple Compression in Videos for Digital Forensics Using Machine Learning
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FiLM-SimVP: Scalable Uncertainty Quantification in Spatiotemporal Forecasting
Published 2025“…<p dir="ltr">Uncertainty quantification in spatiotemporal forecasting is crucial for decision-making. …”
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International external quality assurance of JAK2 V617F quantification
Published 2018“…The present study aimed to identify parameters of specific importance for <i>JAK2</i> V617F quantification by quantitative PCR, using different starting materials, assays, and technical platforms. …”
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Lite-SignVLM: An Efficiency-Oriented Framework for Sign Language Recognition with Temporal Storyboards
Published 2026“…Our best configuration achieves 99.34% Top-1 accuracy with only 5.38M parameters, 15.45 MB disk size, and 0.43 GFLOPs. While FP16 casting consistently preserves accuracy across architectures, INT8 quantization exhibits architecture-dependent behavior in which models with EfficientNet-based backbones maintain high recognition accuracy, whereas models with CLIP-based backbones suffer from severe recognition degradation due to outlier activation effects. …”
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Low-Complexity Machine Learning-based Behavioral Modeling of Power Amplifiers
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Matrix Encoding for Data Hiding Using Multilayer Video Coding and Transcoding Solutions
Published 2012“…During the multilayer encoding process, the quantization scales and coding parameters are stored. …”
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A Two-Tier Post-Processing Framework for Lightweight Video Anomaly Detection
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Computer-aided planning for endovascular treatment of intracranial aneurysms (CAPETA)
Published 2010“…Endovascular treatment planning of intracranial aneurysms requires accurate quantification of their geometric parameters, including the neck length, dome height and maximum diameter. …”
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Quantifying the Probability of Partial Discharge in VFD Fed Electric Motors under Voltage Harmonics Concentration
Published 2022“…The additional distortion parameters in the test voltage waveform can significantly increase the PD activity in the EM insulation. …”
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HEVC Video Encryption with High Capacity Message Embedding by Altering Picture Reference Indices and Motion Vectors
Published 2022“…Using nine video sequences of various resolutions that are compressed using four different quantization parameters, the experimental results revealed that the true average message embedding rate is 2.7 bits per coding unit or 173 kbit/s. …”
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Content-Symmetrical Multidimensional Transpose of Image Sequences for the High Efficiency Video Coding (HEVC) All-Intra Configuration
Published 2025“…Additionally, using four quantization parameters, and in comparison to regular HEVC encoding, the resulting BD rate is −15.12%, which indicates a noticeable bitrate reduction. …”
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Edge Caching in Fog-Based Sensor Networks through Deep Learning-Associated Quantum Computing Framework
Published 2022“…After the SOMs algorithm’s training, the topographic error (TE) value together with quantization error (QE) value (i.e., 0.0000235) plotted the most appropriate map after 750,000 iterations. …”
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Biochar yield prediction using response surface methodology: effect of fixed carbon and pyrolysis operating conditions
Published 2023“…Biochar is a versatile pyrolysis product with yields based on many process parameters, including feedstock type and particle size, and operating conditions such as pyrolysis reactor, heating rate, residence time, and reaction temperature. …”
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A rapid, quantitative, non-radioactive bisulfite-SNuPE- IP RP HPLC assay for methylation analysis at specific CpG sites
Published 2002“…The precise mapping and quantification of DNA methylation as an epigenetic parameter during development and in diseased tissues is of great importance for functional genomics. …”
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