Integrating convolutional neural networks, kNN, and Bayesian optimization for efficient diagnosis of Alzheimer's disease in magnetic resonance images (English)
- New search for: Lahmiri, Salim
- Further information on Lahmiri, Salim:
- https://orcid.org/0000-0002-9237-4100
- New search for: Lahmiri, Salim
- Further information on Lahmiri, Salim:
- https://orcid.org/0000-0002-9237-4100
In:
Biomedical Signal Processing and Control
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80
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2022
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Integrating convolutional neural networks, kNN, and Bayesian optimization for efficient diagnosis of Alzheimer's disease in magnetic resonance images
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Contributors:Lahmiri, Salim ( author )
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Published in:
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2022-10-30
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 80
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Inter-subject prediction of pediatric emergence delirium using feature selection and classification from spontaneous EEG signalsXiao, Peng / Ma, Ke / Gu, Li / Huang, Yuancong / Zhang, Jinze / Duan, Zhengyu / Wang, Gengyuan / Luo, Zhongzhou / Gan, Xiaoliang / Yuan, Jin et al. | 2022
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Identification of exon locations in DNA sequences using a fractional digital anti-notch filterLehilahy, Mahery / Ferdi, Youcef et al. | 2022
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TSE DeepLab: An efficient visual transformer for medical image segmentationYang, Jingdong / Tu, Jun / Zhang, Xiaolin / Yu, Shaoqing / Zheng, Xianyou et al. | 2022
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A two-stage histogram equalization enhancement scheme for feature preservation in retinal fundus imagesSule, Olubunmi O. / Ezugwu, Absalom E. et al. | 2022
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Alzheimer ’s disease identification from 3D SPECT brain scans by variational analysisSedlakova, Zuzana / Nachtigalova, Iva / Rusina, Robert / Matej, Radoslav / Buncova, Marie / Kukal, Jaromir et al. | 2022
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Patch-based deep multi-modal learning framework for Alzheimer’s disease diagnosis using multi-view neuroimagingLiu, Fangyu / Yuan, Shizhong / Li, Weimin / Xu, Qun / Sheng, Bin et al. | 2022
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DFENet: A dual-branch feature enhanced network integrating transformers and convolutional feature learning for multimodal medical image fusionLi, Weisheng / Zhang, Yin / Wang, Guofen / Huang, Yuping / Li, Ruyue et al. | 2022
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CTIFI: Clinical-experience-guided three-vision images features integration for diagnosis of cervical lesionsXu, Tianxiang / Liu, Peizhong / Wang, Xiaoxia / Li, Ping / Xue, Huifeng / Jin, Wenfang / Shen, Jun / Guo, JingMing / Dong, Binhua / Sun, Pengming et al. | 2022
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Coupled canonical polyadic decomposition of multi-group fMRI data with spatial reference and orthonormality constraintsKuang, Li-Dan / He, Zhi-Ming / Zhang, Jianming / Li, Feng et al. | 2022
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Bio-inspired Red Fox-Sine cosine optimization for the feature selection of SSVEP-based EEG signals for BCI applicationsBhuvaneshwari, M. / Grace Mary Kanaga, E. / Anitha, J. et al. | 2022
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Automatic algorithm for determining bone and soft-tissue factors in dual-energy subtraction chest radiographyDo, Quan / Seo, Wontaek / Shin, Choul Woo et al. | 2022
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Integrating convolutional neural networks, kNN, and Bayesian optimization for efficient diagnosis of Alzheimer's disease in magnetic resonance imagesLahmiri, Salim et al. | 2022
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Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolutionYang, Xiao / Wang, Rui / Zhao, Dong / Yu, Fanhua / Heidari, Ali Asghar / Xu, Zhangze / Chen, Huiling / Algarni, Abeer D. / Elmannai, Hela / Xu, Suling et al. | 2022
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An improved feature extraction method using low-rank representation for motor imagery classificationZhu, Jieping / Zhu, Lei / Ding, Wangpan / Ying, Nanjiao / Xu, Ping / Zhang, Jianhai et al. | 2022
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Combining spectral total variation with dynamic threshold neural P systems for medical image fusionDinh, Phu-Hung et al. | 2022
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Structure of Poincaré plots revealed by their graph analysis and low pass filtering of the RRI time seriesKalauzi, Aleksandar / Matić, Zoran / Bojić, Tijana / Platiša, Mirjana M. et al. | 2022
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A slow feature based LSTM network for susceptibility assessment of acute mountain sickness with heterogeneous dataWang, Lei / Xiao, Rong / Chen, Jing / Zhu, Lingling / Shi, Dawei / Wang, Junzheng et al. | 2022
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Pyramidal position attention model for histopathological image segmentationBozdag, Zehra / Talu, Muhammed Fatih et al. | 2022
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An efficient medical image compression technique for telemedicine systemsMonika, R. / Dhanalakshmi, Samiappan et al. | 2022
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A multi-scale interactive U-Net for pulmonary vessel segmentation method based on transfer learningWu, Rencheng / Xin, Yu / Qian, Jiangbo / Dong, Yihong et al. | 2022
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Multifractal analysis for improved osteoporosis classificationBouzeboudja, Ouardia / Haddad, Boualem / Taleb-Ahmed, Abdelmalek / Ameur, Soltane / El Hassouni, Mohammed / Rachid Jennane et al. | 2022
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A generative adversarial network with multi-scale convolution and dilated convolution res-network for OCT retinal image despecklingYu, Xiaojun / Li, Mingshuai / Ge, Chenkun / Shum, Perry Ping / Chen, Jinna / Liu, Linbo et al. | 2022
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A robust myocardial infarction localization system based on multi-branch residual shrinkage network and active learning with clusteringHe, Ziyang / Yuan, Shuaiying / Zhao, Jianhui / Yuan, Zhiyong / Chen, Yufei et al. | 2022
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Novel QRS detection based on the Adaptive Improved Permutation EntropyMansourian, Nastaran / Sarafan, Sadaf / Torkamani-Azar, Farah / Ghirmai, Tadesse / Cao, Hung et al. | 2022
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GNMF-based quadratic feature extraction in SSTFT domain for epileptic EEG detectionLi, Mingyang / Chen, Wanzhong / Xia, Min et al. | 2022
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Classification of schizophrenia patients using a graph convolutional network: A combined functional MRI and connectomics analysisChen, Xiaoyi / Zhou, Jing / Ke, Pengfei / Huang, Jiayuan / Xiong, Dongsheng / Huang, Yuanyuan / Ma, Guolin / Ning, Yuping / Wu, Fengchun / Wu, Kai et al. | 2022
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CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasetsEfe, Enes / Ozsen, Seral et al. | 2022
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PISDGAN: Perceive image structure and details for laryngeal image enhancementPan, Xiaoying / Ma, Minjie / Bai, Weidong / Zhang, Shaoqiang et al. | 2022