Risultati della ricerca - encoding (algorithm OR (Algorithmssssic OR Algorithmssssic))

Pest Recognition and Classification Using Hybrid Quantum Convolution and Diverse Branch Block di Zhuxiang Mo, Xu Bao, Yi Li, Yun Wang, Ce Wang, Feng Li

Sommario: “..., existing CNN‐based pest localization algorithms struggle to meet the demands of agricultural pest...”
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Computational framework for the generation of one‐dimensional vascular models accounting for uncertainty in networks extracted from medical images di Michelle A. Bartolo, Alyssa M. Taylor‐LaPole, Darsh Gandhi, Alexandria Johnson, Yaqi Li, Emma Slack, Isaiah Stevens, Zachary G. Turner, Justin D. Weigand, Charles Puelz, Dirk Husmeier, Mette S. Olufsen

Sommario: “... that encode vessel dimensions and their associated uncertainty from medical images. To test this framework, we...”
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Simulations of the Near-Equilibrium Propagation training in nonlinear wave systems di Sajnok, Karol, Matuszewski, Michal

Sommario: “...;/strong> (NEP) algorithm. The simulations integrate the <strong>driven-dissipative Gross...”
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Topology-Rewiring Neural Cognitive Diffusion (TR-NCD) — v1.0 di Hussein, Ahmed Hadi

Sommario: “...)) whose edges encode <strong>integer-valued masses/counts</strong> rather than real-valued...”
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基于卦象变换启发的自适应优化算法研究 Research on Adaptive Optimization Algorithm Inspired by Hexagram Transformation di Sun, Hechun

Sommario: “... optimization algorithms tend to fall into local optima in high-dimensional non-convex problems. Inspired...”
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Rapid CNN‐based needle localization for automatic slice alignment in MR‐guided interventions using 3D undersampled radial white‐marker imaging di Jonas Frederik Faust, Axel Joachim Krafft, Daniel Polak, Peter Speier, Nicolas Gerhard Roland Behl, Nathan Ooms, Jesse Roll, Joshua Krieger, Mark Edward Ladd, Florian Maier

Sommario: “... with white‐marker encoding was implemented and a CNN‐based localization algorithm was employed to extract...”
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Denoising pediatric cardiac photon‐counting CT data with sparse coding and data‐adaptive, self‐supervised deep learning di Darin P. Clark, Joseph Y. Cao, Cristian T. Badea

Sommario: “..., the common presence of metallic implants following treatment, and disparities in denoising algorithm...”
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Intelligence as a Fundamental Field: Unifying Biological Search Efficiency with KnoWellian Metabolic Conscious Cosmology di Lynch, David Noel

Sommario: “... fundamental fields that coordinate cosmic intelligence: the Memory Field (Φ_M), which encodes...”
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Taxonomically different symbiotic communities of sympatric Arctic sponge species show functional similarity with specialization at species level. di Rusanova, Anastasiia, Mamontov, Viktor, Ri, Maxim, Meleshko, Dmitry, Trofimova, Anna, Fedorchuk, Victor, Ezhova, Margarita, Finoshin, Alexander, Lyupina, Yulia, Isaev, Artem, Sutormin, Dmitry

Sommario: “... common symbiotic features: they encoded multiple eukaryotic-like proteins, biosynthetic pathways...”
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Integrative Multi‐Omics Approach with Graph Attention Network and Cross‐Attention to Uncover Alzheimer's Disease Subtypes di Ziyan Song, Xiaoqing Huang, Jiahui Liu, Junxiang Chen, Travis S Johnson, Jie Zhang, Kun Huang

Sommario: “... (GAT) and a cross‐attention algorithm to integrate multi‐omics data and characterize distinct AD...”
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Accelerated cardiac cine with spatio‐coil regularized deep learning reconstruction di Omer Burak Demirel, Fahime Ghanbari, Manuel Antonio Morales, Patrick Pierce, Scott Johnson, Jennifer Rodriguez, Jordan Amy Street, Reza Nezafat

Sommario: “... with Generalized Autocalibrating Partially Parallel Acquisition (GRAPPA), sensitivity encoding (SENSE)‐based DL...”
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Absence seizures and sleep–wake abnormalities in a rat model of GRIN2B neurodevelopmental disorder di Katerina Hristova, Melissa C. M. Fasol, Niamh McLaughlin, Mohammad Sarfaraz Nawaz, Mehmet Taskiran, Ingrid Buller‐Peralta, Anjanette P. Harris, Andrew Sutherland, Alejandro Bassi, Adrian Ocampo‐Garces, Javier Escudero, Peter C. Kind, Alfredo Gonzalez‐Sulser

Sommario: “... disability. GRIN2B encodes the GluN2B subunit of N ‐methyl‐ d ‐aspartate receptors (NMDARs), which...”
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Fully Phased Population‐Prevalent East African Cattle BoLA ‐I Alleles Determined Using PacBio HiFi Long‐Read Sequencing Represent Five Novel Specificities With Distinctive Peptide... di Isaiah Obara, Andreotti Sandro, Khawla Elati, Timothy Conneley, Morten Nielsen, Naftaly Githaka, Anne Nanteza, Richard Bishop, Ard Nijhof

Sommario: “...) and adapted stringent sequence filtering algorithms to identify hundreds of as yet uncharacterised fully...”
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Flavivirus and Filovirus EvoPrinters: New alignment tools for the comparative analysis of viral evolution di Brody, Thomas, Yavatkar, Amarendra S., Park, Dong Sun, Kuzin, Alexander, Ross, Jermaine, Odenwald, Ward F.

Sommario: “.../Principal finding We have adapted EvoPrinter alignment algorithms for the rapid comparative analysis...”
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Diabetes Prediction Using Machine Learning di GOKUL, BESTHA, Dhanush, Umakanth, Shanumga Priya VG

Sommario: “... records. Preprocessing steps included handling missing values, encoding categorical features...”
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Dynamic World training dataset for global land use and land cover categorization of satellite imagery di Tait, Alexander M, Brumby, Steven P, Hyde, Samantha Brooks, Mazzariello, Joseph, Corcoran, Melanie

Sommario: “... is designed to train and validate automated land use and land cover mapping algorithms. The 10m resolution 5.1...”
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Toward Personalized Neuroscience: Evaluating Individual‐Level Information in Neural Mass Models di Carlotta B. C. Barkhau, Clemens Pellengahr, Zheng Wang, Lukas Fisch, Ramona Leenings, Nils R. Winter, Jan Ernsting, Maximilian Konowski, Dominik Grotegerd, Susanne Meinert, Julia M. Hubbert, Judith Krieger, Tiana Borgers, Kira Flinkenflügel, Elisabeth J. Leehr, Frederike Stein, Florian Thomas‐Odenthal, Paula Usemann, Lea Teutenberg, Igor Nenadic, Benjamin Straube, Nina Alexander, Andreas Jansen, Christian Porschen, Tilo Kircher, John D. Griffiths, Hamidreza Jamalabadi, Udo Dannlowski, Tim Hahn

Sommario: “... inefficiencies. To address these limitations, we employed an algorithmically differentiable version...”
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MR Elastography for Classification of Focal Liver Lesions Using Viscoelastic Parameters: A Pilot Study Based on Intrinsic and Extrinsic Activations di Amirhosein Baradaran Najar, Guillaume Gilbert, Elige Karam, Anton Volniansky, Audrey Fohlen, Maxime Barat, Emmanuel Montagnon, Hélène Castel, Jeanne‐Marie Giard, Bich N. Nguyen, Guy Cloutier, An Tang, Elijah Van Houten

Sommario: “... modified four‐dimensional (4D)‐quantitative flow gradient‐echo phase contrast and low‐velocity encoding...”
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Improving 3D dose prediction for breast radiotherapy using novel glowing masks and gradient‐weighted loss functions di Lance C. Moore, Fatemeh Nematollahi, Lingyi Li, Sandra M. Meyers, Kelly Kisling

Sommario: “... for breast cancer. The first technique, a “glowing” mask algorithm, encodes the distance from a contour...”
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Consistent performance between medical experts and non‐expert readers in forced‐choice lesion‐detection tasks with PET images di Craig K. Abbey, Sangtae Ahn, Muhan Shao, Darrin W. Byrd, Kristen A. Wangerin, Scott D. Wollenweber, Sanaz Behnia, Jean H. Lee, Amir Iravani, Murat Sadic, Delphine L. Chen, Paul E. Kinahan

Sommario: “... (liver and lung), 3 lesion contrasts, 3 implementations of 2 different reconstruction algorithms based...”
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