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检索条件"机构=Faculty of Informatics and Data Science"
883 条 记 录,以下是301-310 订阅
排序:
HCA-NET: HIERARCHICAL CONTEXT ATTENTION NETWORK FOR INTERVERTEBRAL DISC SEMANTIC LABELING
arXiv
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arXiv 2023年
作者: Bozorgpour, Afshin Azad, Bobby Azad, Reza Velichko, Yury Bagci, Ulas Merhof, Dorit Faculty of Informatics and Data Science University of Regensburg Germany South Dakota State University Brookings United States Faculty of Electrical Engineering and Information Technology RWTH Aachen University Germany Machine and Hybrid Intelligence Lab Northwestern University ChicagoIL United States Fraunhofer Institute for Digital Medicine MEVIS Germany
Accurate and automated segmentation of intervertebral discs (IVDs) in medical images is crucial for assessing spine-related disorders, such as osteoporosis, vertebral fractures, or IVD herniation. We present HCA-Net, ... 详细信息
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Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
arXiv
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arXiv 2023年
作者: Azad, Reza Kazerouni, Amirhossein Heidari, Moein Aghdam, Ehsan Khodapanah Molaei, Amirali Jia, Yiwei Jose, Abin Roy, Rijo Merhof, Dorit Faculty of Electrical Engineering and Information Technology RWTH Aachen University Aachen Germany School of Electrical Engineering Iran University of Science and Technology Tehran Iran Department of Electrical Engineering Shahid Beheshti University Tehran Iran School of Computer Engineering Iran University of Science and Technology Tehran Iran Faculty of Informatics and Data Science University of Regensburg Regensburg Germany Fraunhofer Institute for Digital Medicine MEVIS Bremen Germany
The remarkable performance of the Transformer architecture in natural language processing has recently also triggered broad interest in Computer Vision. Among other merits, Transformers are witnessed as capable of lea... 详细信息
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Interpreting Industrial IoT data Streams Through Fuzzy Querying With Hysteretic Fuzzy Sets on Apache Kafka
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IEEE Transactions on Fuzzy Systems 2024年 第8期32卷 4671-4684页
作者: Bożena Małysiak-Mrozek Bartłomiej Ryba Marek Molęda Che-Lun Hung Witold Pedrycz Weiping Ding Dariusz Mrozek Department of Distributed Systems and Informatic Devices Silesian University of Technology Gliwice Poland Department of Applied Informatics Silesian University of Technology Gliwice Poland Institute of Biomedical Informatics National Yang Ming Chiao Tung University Taipei City Taiwan Department of Electrical and Computer Engineering University of Alberta Edmonton AB Canada Department of Measurements and Control Systems Silesian University of Technology Gliwice Poland Research Center of Performance and Productivity Analysis Istinye University Istanbul Türkiye School of Artificial Intelligence and Computer Science Nantong University Nantong China Faculty of Data Science City University of Macau Macau China
In industrial settings, querying data streams from Internet of Things (IoT) devices benefits from utilizing elastic criteria to enhance the interpretability of the current state of the monitored environment. Fuzzy set... 详细信息
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Comparison of dimensionality reduction techniques on audio signals  20
Comparison of dimensionality reduction techniques on audio s...
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20th Conference Information Technologies - Applicationsand Theory, ITAT 2020
作者: Pál, Tamás Várkonyi, Dániel T. Eötvös Loránd University Faculty of Informatics Department of Data Science and Engineering Telekom Innovation Laboratories Budapest Hungary
Analysis of audio signals is widely used and very effective technique in several domains like healthcare, transportation, and agriculture. In a general process the output of the feature extraction method results in hu... 详细信息
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Full-field electroretinography examinations of the human eye with the eye diagnostic device PEP-2000-First results
Full-field electroretinography examinations of the human eye...
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作者: Schieding, Nikola Reuter, Thomas Grundmann, Andreas Walther, Sebastian Klee, Sascha ICM-Institut Chemnitzer Maschinen-und Anlagenbau E.V. Otto-Schmerbach-Str. 19 Chemnitz09117 Germany Department of General Health Studies Division Biostatistics and Data Science Karl Landsteiner University of Health Sciences Krems an der Donau Austria Institute of Biomedical Engineering and Informatics Faculty of Computer Sciences and Automation TU Ilmenau Ilmenau Germany
Full-field electroretinography (full-field ERG) forms the diagnostic basis for numerous pathologies of the eye. For this reason, fast and accurate diagnostics in the field of ophthalmology are essential. Two examinati... 详细信息
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Influence of electric field orientation on the effect of ocular current stimulation using full field electroretinogram
Influence of electric field orientation on the effect of ocu...
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作者: Blum, Maren-Christina Leydolph, Lilly Klee, Sascha Institute of Biomedical Engineering and Informatics Faculty of Computer Sciences and Automation Technische Universität Ilmenau Ilmenau Germany Department of General Health Studies Division Biostatistics and Data Science Karl Landsteiner University of Health Sciences Krems an der Donau Austria
Ocular current stimulation (CS) exhibits potential for the treatment of neurodegenerative ocular diseases. For a full field electroretinogram (ffERG) we found no CS effect on the characteristic waves (a-wave, b'-w... 详细信息
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Technical light-field setup for 3D imaging of the human nerve head validated with an eye model
Technical light-field setup for 3D imaging of the human nerv...
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作者: Schramm, Stefan Dietzel, Alexander Blum, Maren-Christina Link, Dietmar Klee, Sascha Institute of Biomedical Engineering and Informatics Faculty of Computer Sciences and Automation Technische Universität Ilmenau Ilmenau Germany Department of General Health Studies Division Biostatistics and Data Science Karl Landsteiner University of Health Sciences Krems an der Donau Austria
With the new technology of 3D light field (LF) imaging, fundus photography can be expanded to provide depth information. This increases the diagnostic possibilities and additionally improves image quality by digitally... 详细信息
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Formation of Research Area for Malaysian Urban data Centre and Waste Heat Recovery
Formation of Research Area for Malaysian Urban Data Centre a...
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Digital Transformation and Intelligence (ICDI), International Conference on
作者: Marini Othman Siti Sarah Maidin Azizah Suliman Nur Zakri Zakaria Dua' Nassar Abbas M. Al-Ghaili Faculty of Data Science and Information Technology INTI International University Nilai Malaysia Independent Researcher Sepang Malaysia Faculty of Computer & Information Science Princess Nourah bint Abdulrahman University Riyadh KSA Institute of Informatics and Computing in Energy (IICE) Universiti Tenaga Nasional (UNITEN)
The realization that the energy consumption due to digital application will continue to rise significantly while climate change has persistently demand efficiency in the energy use, has triggered data centers to becom... 详细信息
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Automated analysis of continuum fields from atomistic simulations using statistical machine learning
arXiv
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arXiv 2022年
作者: Prakash, Arun Sandfeld, S. Institute of Mechancis and Fluid Dynamics Technical University Bergakademie Freiberg Lampadiusstraße 4 Freiberg09599 Germany Institute for Advanced Simulation – IAS-9: Materials Data Science and Informatics Forschungszentrum Juelich GmbH Juelich52425 Germany Chair of Materials Data Science and Materials Informatics Faculty 5 – Georesources and Materials Engineering RWTH Aachen University Aachen52056 Germany
Atomistic simulations of the molecular dynamics/statics kind are regularly used to study small scale plasticity. Contemporary simulations are performed with tens to hundreds of millions of atoms, with snapshots of the... 详细信息
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From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer
arXiv
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arXiv 2023年
作者: Karim, Md. Rezaul Comet, Lina Molinas Shajalal, Md. Beyan, Oya Deniz Rebholz-Schuhmann, Dietrich Decker, Stefan Information Systems and Databases RWTH Aachen University Germany Department of Data Science and Artificial Intelligence Fraunhofer FIT Germany University of Siegen Germany University of Cologne Faculty of Medicine University Hospital Cologne Institute for Biomedical Informatics Germany ZBMED - Information Center for Life Sciences Germany Faculty of Medicine University of Cologne Germany
Domain experts often rely on most recent knowledge for apprehending and disseminating specific biological processes that help them design strategies for developing prevention and therapeutic decision-making in various... 详细信息
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