Works matching DE "TRANSFORMER models"
Results: 3915
Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.
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- Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 673, doi. 10.1007/s11517-024-03226-5
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MFP-YOLO: a multi-scale feature perception network for CT bone metastasis detection.
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- Medical & Biological Engineering & Computing, 2025, v. 63, n. 3, p. 629, doi. 10.1007/s11517-024-03221-w
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Contour-constrained branch U-Net for accurate left ventricular segmentation in echocardiography.
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- Medical & Biological Engineering & Computing, 2025, v. 63, n. 2, p. 561, doi. 10.1007/s11517-024-03201-0
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Multi-label classification of retinal diseases based on fundus images using Resnet and Transformer.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 11, p. 3459, doi. 10.1007/s11517-024-03144-6
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CT-Net: an interpretable CNN-Transformer fusion network for fNIRS classification.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3233, doi. 10.1007/s11517-024-03138-4
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Mixture-of-experts and semantic-guided network for brain tumor segmentation with missing MRI modalities.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 10, p. 3179, doi. 10.1007/s11517-024-03130-y
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Lung pneumonia severity scoring in chest X-ray images using transformers.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 8, p. 2389, doi. 10.1007/s11517-024-03066-3
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Echoes of images: multi-loss network for image retrieval in vision transformers.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 2037, doi. 10.1007/s11517-024-03055-6
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LGDNet: local feature coupling global representations network for pulmonary nodules detection.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 7, p. 1991, doi. 10.1007/s11517-024-03043-w
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A novel transformer-based aggregation model for predicting gene mutations in lung adenocarcinoma.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 5, p. 1427, doi. 10.1007/s11517-023-03004-9
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- Article
An efficient multi-class classification of skin cancer using optimized vision transformer.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 3, p. 773, doi. 10.1007/s11517-023-02969-x
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MMBERT: a unified framework for biomedical named entity recognition.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 327, doi. 10.1007/s11517-023-02934-8
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- Article
CR-Conformer: a fusion network for clinical skin lesion classification.
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- Medical & Biological Engineering & Computing, 2024, v. 62, n. 1, p. 85, doi. 10.1007/s11517-023-02904-0
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- Article
Dual CNN cross-teaching semi-supervised segmentation network with multi-kernels and global contrastive loss in ACDC.
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- Medical & Biological Engineering & Computing, 2023, v. 61, n. 12, p. 3409, doi. 10.1007/s11517-023-02920-0
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- Article
Transformer-based 3D U-Net for pulmonary vessel segmentation and artery-vein separation from CT images.
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- Medical & Biological Engineering & Computing, 2023, v. 61, n. 10, p. 2649, doi. 10.1007/s11517-023-02872-5
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Transformer-based temporal sequence learners for arrhythmia classification.
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- Medical & Biological Engineering & Computing, 2023, v. 61, n. 8, p. 1993, doi. 10.1007/s11517-023-02858-3
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PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer.
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- Medical & Biological Engineering & Computing, 2023, v. 61, n. 6, p. 1395, doi. 10.1007/s11517-022-02746-2
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Sheet resistance prediction of laser induced graphitic carbon with transformer encoder-enabled contrastive learning.
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- Journal of Intelligent Manufacturing, 2025, v. 36, n. 3, p. 1983, doi. 10.1007/s10845-024-02333-2
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A novel joint segmentation approach for wafer surface defect classification based on blended network structure.
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- Journal of Intelligent Manufacturing, 2025, v. 36, n. 3, p. 1907, doi. 10.1007/s10845-024-02324-3
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- Article
3D human pose estimation with multi-hypotheses gated transformer.
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- Multimedia Systems, 2024, v. 30, n. 6, p. 1, doi. 10.1007/s00530-024-01460-3
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SwinCT: feature enhancement based low-dose CT images denoising with swin transformer.
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- Multimedia Systems, 2024, v. 30, n. 1, p. 1, doi. 10.1007/s00530-023-01202-x
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CTNet: hybrid architecture based on CNN and transformer for image inpainting detection.
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- Multimedia Systems, 2023, v. 29, n. 6, p. 3819, doi. 10.1007/s00530-023-01184-w
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Identification of haploid and diploid maize seeds using hybrid transformer model.
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- Multimedia Systems, 2023, v. 29, n. 6, p. 3833, doi. 10.1007/s00530-023-01174-y
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View-target relation-guided unsupervised 2D image-based 3D model retrieval via transformer.
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- Multimedia Systems, 2023, v. 29, n. 6, p. 3891, doi. 10.1007/s00530-023-01166-y
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LET-Net: locally enhanced transformer network for medical image segmentation.
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- Multimedia Systems, 2023, v. 29, n. 6, p. 3847, doi. 10.1007/s00530-023-01165-z
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Inceptr: micro-expression recognition integrating inception-CBAM and vision transformer.
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- Multimedia Systems, 2023, v. 29, n. 6, p. 3863, doi. 10.1007/s00530-023-01164-0
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Improving transferable adversarial attack for vision transformers via global attention and local drop.
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- Multimedia Systems, 2023, v. 29, n. 6, p. 3467, doi. 10.1007/s00530-023-01157-z
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A survey on face presentation attack detection mechanisms: hitherto and future perspectives.
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- Multimedia Systems, 2023, v. 29, n. 3, p. 1527, doi. 10.1007/s00530-023-01070-5
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SEViT: a large-scale and fine-grained plant disease classification model based on transformer and attention convolution.
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- Multimedia Systems, 2023, v. 29, n. 3, p. 1001, doi. 10.1007/s00530-022-01034-1
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基于ADASYN 和 Swin Transformer 的滚动轴承故障诊断研究.
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- Machine Tool & Hydraulics, 2023, v. 51, n. 15, p. 209, doi. 10.3969/j.issn.1001-3881.2023.15.034
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融合 CNN 与 Transformer 的遥感影像道路信息提取.
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- Remote Sensing for Natural Resources, 2025, v. 37, n. 1, p. 38, doi. 10.6046/zrzyyg.2023237
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基于CNN与SETR 的特征融合滑坡体检测.
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- Remote Sensing for Natural Resources, 2024, v. 36, n. 4, p. 158, doi. 10.6046/zrzyyg.2023117
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改进Transformer 的高光谱图像地物分类方法 --以黄河三角洲为例.
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- Remote Sensing for Natural Resources, 2024, v. 36, n. 3, p. 137, doi. 10.6046/zrzyyg.2023109
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- Article
An Effective Damage Identification Method Combining Double Window Principal Component Analysis with AutoGluon.
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- Journal of Applied & Computational Mechanics, 2024, v. 10, n. 3, p. 531, doi. 10.22055/jacm.2024.45565.4385
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Two-Phase Flow Pattern Identification in Vertical Pipes Using Transformer Neural Networks.
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- Inventions (2411-5134), 2024, v. 9, n. 1, p. 15, doi. 10.3390/inventions9010015
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Harnessing Deep Convolutional Neural Networks Detecting Synthetic Cannabinoids: A Hybrid Learning Strategy for Handling Class Imbalances in Limited Datasets.
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- Inventions (2411-5134), 2023, v. 8, n. 5, p. 129, doi. 10.3390/inventions8050129
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Stellar Classification with Vision Transformer and SDSS Photometric Images.
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- Universe (2218-1997), 2024, v. 10, n. 5, p. 214, doi. 10.3390/universe10050214
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Aurora Classification in All-Sky Images via CNN–Transformer.
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- Universe (2218-1997), 2023, v. 9, n. 5, p. 230, doi. 10.3390/universe9050230
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- Article
Automated Classification of Auroral Images with Deep Neural Networks.
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- Universe (2218-1997), 2023, v. 9, n. 2, p. 96, doi. 10.3390/universe9020096
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- Article
A Temporal Fusion Transformer Model to Forecast Overflow from Sewer Manholes during Pluvial Flash Flood Events.
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- Hydrology (2306-5338), 2024, v. 11, n. 3, p. 41, doi. 10.3390/hydrology11030041
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New Graph-Based and Transformer Deep Learning Models for River Dissolved Oxygen Forecasting.
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- Environments (2076-3298), 2023, v. 10, n. 12, p. 217, doi. 10.3390/environments10120217
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- Article
基于条件先验 Swin Transformer 的人脸图像超分辨重建.
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- Electronic Science & Technology, 2025, v. 38, n. 2, p. 35, doi. 10.16180/j.cnki.issn1007-7820.2025.02.005
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- Article
基于多尺度特征与注意力机制的宫颈病变检测.
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- Electronic Science & Technology, 2024, v. 37, n. 10, p. 30, doi. 10.16180/j.cnki.issn1007-7820.2024.10.005
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基于 Swin-Transformer 的颈动脉超声图像斑块分割.
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- Electronic Science & Technology, 2024, v. 37, n. 9, p. 48, doi. 10.16180/j.cnki.issn1007-7820.2024.09.008
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A New Deepfake Detection Method Based on Compound Scaling Dual-Stream Attention Network.
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- EAI Endorsed Transactions on Pervasive Health & Technology, 2024, v. 10, n. 1, p. 1, doi. 10.4108/eetpht.10.5912
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Depressonify: BERT a deep learning approach of detection of depression.
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- EAI Endorsed Transactions on Pervasive Health & Technology, 2024, v. 10, n. 1, p. 1, doi. 10.4108/eetpht.10.5513
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TRANSFORMER VS. MAMBA AS SKIN CANCER CLASSIFIER: PRELIMINARY RESULTS.
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- KPI Science News, 2024, v. 137, n. 1-4, p. 26, doi. 10.20535/kpisn.2024.1-4.301028
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A transformer-based semi-autoregressive framework for high-speed and accurate de novo peptide sequencing.
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- Communications Biology, 2025, v. 8, n. 1, p. 1, doi. 10.1038/s42003-025-07584-0
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Accurately predicting optimal conditions for microorganism proteins through geometric graph learning and language model.
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- Communications Biology, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s42003-024-07436-3
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Transformers significantly improve splice site prediction.
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- Communications Biology, 2024, v. 7, n. 1, p. 1, doi. 10.1038/s42003-024-07298-9
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