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Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
Unsupervised classification of multi-contrast magnetic resonance histology of peripheral arterial disease lesions using a convolutional variational autoencoder with a Gaussian mixture model in latent space: A technical feasibility study JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
GNN-based structural information to improve DNN-based basal ganglia segmentation in children following early brain lesion JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
CAVE: Cerebral artery–vein segmentation in digital subtraction angiography JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
3DFRINet: A Framework for the Detection and Diagnosis of Fracture Related Infection in Low Extremities Based on 18F-FDG PET/CT 3D Images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
Weakly-supervised preclinical tumor localization associated with survival prediction from lung cancer screening Chest X-ray images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by National Cancer Institute (NLST-723) | Australian Research Council (DP180103 232,FT190100525) |
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by National Institute of Neurological Disorders and Stroke (R01NS111744) |
Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
CardSegNet: An adaptive hybrid CNN-vision transformer model for heart region segmentation in cardiac MRI JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by Isfahan University of Medical Sciences (3400806,IR.MUI.REC.1400.067) |
W-DRAG: A joint framework of WGAN with data random augmentation optimized for generative networks for bone marrow edema detection in dual energy CT JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
Deep local-to-global feature learning for medical image super-resolution JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
Semantically redundant training data removal and deep model classification performance: A study with chest X-rays JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
Global contextual representation via graph-transformer fusion for hepatocellular carcinoma prognosis in whole-slide images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by National Health and Medical Research Council (APP1156394) |
Cross-modality cerebrovascular segmentation based on pseudo-label generation via paired data JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by Capital Medical University (2020009) |
A novel approach for estimating lung tumor motion based on dynamic features in 4D-CT JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by Hunan Provincial Natural Science Foundation (2022JJ70072,2021JJ30433,2023JJ50014) | National Natural Science Foundation of China (11802348) | Central South University (2022111354) |
Sub-features orthogonal decoupling: Detecting bone wall absence via a small number of abnormal examples for temporal CT images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by Beijing Municipal Commission of Education (KZ202210005007) | Beijing Postdoctoral Research Foundation (2023-ZZ-022) | National Natural Science Foundation of China (62371316,82171886,62276012,82302282,61931013) | Beijing Natural Science Foundation (L232113,L222026) |
Distraction-aware hierarchical learning for vascular structure segmentation in intravascular ultrasound images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |
A deep learning-based pipeline for developing multi-rib shape generative model with populational percentiles or anthropometrics as predictors JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics Research funded by National Natural Science Foundation of China (52102476) |
Leveraging a realistic synthetic database to learn Shape-from-Shading for estimating the colon depth in colonoscopy images JOURNAL ARTICLE published July 2024 in Computerized Medical Imaging and Graphics |