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检索条件"主题词=variational autoencoder"
1534 条 记 录,以下是701-710 订阅
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SiRCle (Signature Regulatory Clustering) model integration reveals mechanisms of phenotype regulation in renal cancer
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GENOME MEDICINE 2024年 第1期16卷 1-26页
作者: Mora, Ariane Schmidt, Christina Balderson, Brad Frezza, Christian Boden, Mikael Univ Queensland Sch Chem & Mol Biosci Mol Biosci Bldg 76 St Lucia Qld 4072 Australia Univ Cambridge Hutchison MRC Res Ctr Med Res Council Canc Unit Box 197Cambridge Biomed Campus Cambridge CB2 0X2 England Univ Cologne Fac Med & Univ Hosp Cologne Inst Metabol Ageing Cluster Excellence Cellular Stress Responses Aging Joseph Stelzmann Str 26 D-50931 Cologne Germany Univ Cologne Inst Genet Fac Math & Nat Sci Cluster Excellence Cellular Stress Responses Aging Cologne Germany
BackgroundClear cell renal cell carcinoma (ccRCC) tumours develop and progress via complex remodelling of the kidney epigenome, transcriptome, proteome and metabolome. Given the subsequent tumour and inter-patient het... 详细信息
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SyntheVAEiser: augmenting traditional machine learning methods with VAE-based gene expression sample generation for improved cancer subtype predictions
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GENOME BIOLOGY 2024年 第1期25卷 1-18页
作者: Karlberg, Brian Kirchgaessner, Raphael Lee, Jordan Peterkort, Matthew Beckman, Liam Goecks, Jeremy Ellrott, Kyle Oregon Hlth & Sci Univ Biomed Engn 3181 SW Sam Jackson Pk Rd Portland OR 97239 USA H Lee Moffitt Canc Ctr & Res Inst Dept Machine Learning Tampa FL USA
The accuracy of machine learning methods is often limited by the amount of training data that is available. We proposed to improve machine learning training regimes by augmenting datasets with synthetically generated ... 详细信息
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Hybrid 3D Medical Image Segmentation Using CNN and Frequency Transformer Fusion
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ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING 2024年 1-14页
作者: Labbihi, Ismayl Meslouhi, Othmane El Elassad, Zouhair Elamrani Abou Benaddy, Mohamed Kardouchi, Mustapha Akhloufi, Moulay Ibn Zohr Univ Fac Sci LabSI Lab Agadir 80000 Morocco Cadi Ayyad Univ Natl Sch Appl Sci SARS Grp Safi 46000 Morocco Univ Moncton Dept Comp Sci PRIME Lab 18 Antonine Maillet Ave Moncton NB E1A 3E9 Canada
Medical image segmentation poses a significant challenge, particularly with 3D images. This study presents a novel hybrid network for 3D medical image segmentation, which sequentially integrates convolutional neural n... 详细信息
来源: 评论
A Two-Stage Cascade Model with variational autoencoders and Attention Gates for MRI Brain Tumor Segmentation  6th
A Two-Stage Cascade Model with Variational Autoencoders and ...
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6th International MICCAI Brain-Lesion Workshop (BrainLes)
作者: Lyu, Chenggang Shu, Hai NYU Dept Biostat Sch Global Publ Hlth New York NY 10003 USA
Automatic MRI brain tumor segmentation is of vital importance for the disease diagnosis, monitoring, and treatment planning. In this paper, we propose a two-stage encoder-decoder based model for brain tumor subregiona... 详细信息
来源: 评论
Modality Completion via Gaussian Process Prior variational autoencoders for Multi-modal Glioma Segmentation  24th
Modality Completion via Gaussian Process Prior Variational A...
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International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)
作者: Hamghalam, Mohammad Frangi, Alejandro F. Lei, Baiying Simpson, Amber L. Queens Univ Sch Comp Kingston ON Canada Islamic Azad Univ Fac Elect Qazvin Branch Qazvin Iran Queens Univ Dept Biomed & Mol Sci Kingston ON Canada Univ Leeds CISTIB Ctr Computat Imaging & Simulat Technol Bio Sch Comp Leeds LS2 9LU W Yorkshire England LICAMM Leeds Inst Cardiovasc & Metab Med Sch Med Leeds LS2 9LU W Yorkshire England Katholieke Univ Leuven Med Imaging Res Ctr MIRC Univ Hosp Gasthuisberg Herestr 49 B-3000 Leuven Belgium Shenzhen Univ Hlth Sci Ctr Sch Biomed EngnGuangdong Key Lab Biomed Measurem Natl Reg Key Technol Engn Lab Med Ultrasound Shenzhen Peoples R China
In large studies involving multi protocol Magnetic Resonance Imaging (MRI), it can occur to miss one or more sub-modalities for a given patient owing to poor quality (e.g. imaging artifacts), failed acquisitions, or h... 详细信息
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The Use of Conditional variational autoencoders for Simulation of EAS Images from IACTs
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MOSCOW UNIVERSITY PHYSICS BULLETIN 2023年 第SUPPL 1期78卷 S37-S44页
作者: Kryukov, A. P. Polyakov, S. P. Vlaskina, A. A. Gres, E. O. Demichev, A. P. Dubenskaya, Yu. Yu. Zhurov, D. P. Lomonosov Moscow State Univ Skobeltsyn Inst Nucl Phys Moscow 119991 Russia Lomonosov Moscow State Univ Fac Phys Moscow 119991 Russia Irkutsk State Univ Appl Phys Inst Irkutsk 664003 Russia
Imaging atmospheric Cherenkov telescopes are used to record images of extensive area showers caused by high-energy particles colliding with the upper atmosphere. The images are analyzed to determine events' physic... 详细信息
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Generative Deep Learning Techniques for Traffic Matrix Estimation From Link Load Measurements
IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY
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IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY 2024年 5卷 1029-1046页
作者: Kakkavas, Grigorios Fryganiotis, Nikolaos Karyotis, Vasileios Papavassiliou, Symeon Natl Tech Univ Athens Sch Elect & Comp Engn Zografos 15780 Greece Ionian Univ Dept Informat Corfu 49132 Greece
Traffic matrices (TMs) contain crucial information for managing networks, optimizing traffic flow, and detecting anomalies. However, directly measuring traffic to construct a TM is resource-intensive and computational... 详细信息
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A Generative Verification Framework on Statistical Stability for Data-Driven Controllers
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IEEE ACCESS 2023年 11卷 5267-5280页
作者: Lee, Suwon Kookmin Univ Dept Future Mobil Seoul 02707 South Korea
This study proposes a novel framework for evaluating the stability of data-driven controllers and the concept of statistical stability. The proposed framework can be used when it is challenging to show stability throu... 详细信息
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Synthesizing Retinal Images using End-To-End VAEs-GAN Pipeline-Based Sharpening and Varying Layer
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MULTIMEDIA TOOLS AND APPLICATIONS 2023年 第1期83卷 1283-1307页
作者: Saeed, Ali Q. Abdullah, Siti Norul Huda Sheikh Che-Hamzah, Jemaima Ghani, Ahmad Tarmizi Abdul Abu-ain, Waleed Abdel karim Univ Kebangsaan Malaysia Fac Informat Sci & Technol Ctr Cyber Secur Bangi 43650 Selangor Malaysia Northern Tech Univ Comp Ctr Ninevah 41001 Iraq Univ Kebangsaan Malaysia Fac Med Dept Ophthalmol Kuala Lumpur 43650 Malaysia Taibah Univ Appl Coll Dept Comp Sci Al Madinah Al Munawwara 46429 Saudi Arabia
This study attempts to synthesize a realistic-looking fundus image from a morphologically changed vessel structure using the newly proposed sharpening and varying vessels technique (SVV). This technique sharpens the r... 详细信息
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Uncertainty involved drag divergence characteristic predicting method based on VAE
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JOURNAL OF MEMBRANE COMPUTING 2024年 第2期6卷 1-14页
作者: Liu, Wei Xie, Hairun Wang, Jing Xiang, Jixin Huang, Zenghui Zhang, Miao Shanghai Aircraft Design & Res Inst 5188 JinKe Rd Shanghai 201210 Peoples R China Shanghai Jiao Tong Univ Sch Aeronaut & Astronaut 800 Dongchuan Rd Shanghai 200240 Peoples R China
Effective access to obtain the drag divergence characteristic of an airfoil is crucial for improving the economy, safety, and comfort of the aircraft. Current methods face challenges in providing satisfactory performa... 详细信息
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