Computerized Medical Imaging and Graphics

Papers
(The H4-Index of Computerized Medical Imaging and Graphics is 30. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)
ArticleCitations
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing502
Editorial Board103
A VVBP data-based pancreatic lesion detection model with noncontrast CT97
DB-SNet: A dual branch network for aortic component segmentation and lesion localization79
Unsupervised adversarial neural network for enhancing vasculature in photoacoustic tomography images using optical coherence tomography angiography76
Head pose-assisted localization of facial landmarks for enhanced fast registration in skull base surgery74
SFPGCL: Specificity-preserving federated population graph contrastive learning for multi-site ASD identification using rs-fMRI data73
Interpretable attention-based deep learning ensemble for personalized ovarian cancer treatment without manual annotations67
Z-SSMNet: Zonal-aware Self-supervised Mesh Network for prostate cancer detection and diagnosis with Bi-parametric MRI57
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 56
Multi modality fusion transformer with spatio-temporal feature aggregation module for psychiatric disorder diagnosis48
A transformer-based hierarchical registration framework for multimodality deformable image registration42
Entropy-guided partial annotation for cross-domain rib segmentation42
Segmentation of pelvic structures in T2 MRI via MR-to-CT synthesis41
Unsupervised feature correlation model to predict breast abnormal variation maps in longitudinal mammograms40
Unraveling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review39
Unpaired virtual histological staining using prior-guided generative adversarial networks38
Subtraction-free artifact-aware digital subtraction angiography image generation for head and neck vessels from motion data37
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework36
Prior knowledge-based multi-task learning network for pulmonary nodule classification35
Lightweight wavelet convolutional network for guidewire segmentation34
Deep learning approach for accurate prostate cancer identification and stratification using combined immunostaining of cytokeratin, p63, and racemase33
Self-supervised network predicting neoadjuvant chemoradiotherapy response to locally advanced rectal cancer patients32
CardSegNet: An adaptive hybrid CNN-vision transformer model for heart region segmentation in cardiac MRI32
DSIFNet: Implicit feature network for nasal cavity and vestibule segmentation from 3D head CT32
LA-ResUNet: Attention-based network for longitudinal liver tumor segmentation from CT images32
Intracranial steno-occlusive lesion detection on time-of-flight MR angiography using multi-task learning31
Editorial Board31
A CNN-Transformer fusion network for Diabetic retinopathy image classification30
Efficient frequency-decomposed transformer via large vision model guidance for surgical image desmoking30
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