OOIR: Observatory of International Research

Papers

(The H4-Index of Computerized Medical Imaging and Graphics is 29. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing	348
Entity-level multiple instance learning for mesoscopic histopathology images classification with Bayesian collaborative learning and pathological prior transfer	172
Convergent–Diffusion Denoising Model for multi-scenario CT Image Reconstruction	110
Self-supervised learning on dual-sequence magnetic resonance imaging for automatic segmentation of nasopharyngeal carcinoma	88
AFSegNet: few-shot 3D ankle-foot bone segmentation via hierarchical feature distillation and multi-scale attention and fusion	77
An anthropomorphic diagnosis system of pulmonary nodules using weak annotation-based deep learning	73
Dual attention model with reinforcement learning for classification of histology whole-slide images	70
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification	62
Self-supervised-RCNN for medical image segmentation with limited data annotation	60
Dual-domain accelerated MRI reconstruction using transformers with learning-based undersampling	59
A deep registration method for accurate quantification of joint space narrowing progression in rheumatoid arthritis	54
Towards explainable oral cancer recognition: Screening on imperfect images via Informed Deep Learning and Case-Based Reasoning	50
Detecting thyroid nodules along with surrounding tissues and tracking nodules using motion prior in ultrasound videos	48
Template-based graph registration network for boosting the diagnosis of brain connectivity disorders	46
Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network	42
Automatic artery/vein classification methods for retinal blood vessel: A review	40
Head pose-assisted localization of facial landmarks for enhanced fast registration in skull base surgery	40
Retinex model based stain normalization technique for whole slide image analysis	40
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images	39
Unsupervised registration for liver CT-MR images based on the multiscale integrated spatial-weight module and dual similarity guidance	39
A comprehensive approach for evaluating lymphovascular invasion in invasive breast cancer: Leveraging multimodal MRI findings, radiomics, and deep learning analysis of intra- and peritumoral regions	35
A transformer-based hierarchical registration framework for multimodality deformable image registration	34
CylinGCN: Cylindrical structures segmentation in 3D biomedical optical imaging by a contour-based graph convolutional network	32
Editorial Board	32
Si-MSPDNet: A multiscale Siamese network with parallel partial decoders for the 3-D measurement of spines in 3D ultrasonic images	32

Editorial Board	32
Ultrasonographic pathological grading of prostate cancer using automatic region-based Gleason grading network	30
Automatic detection of myocardial ischaemia using generalisable spatio-temporal hierarchical Bayesian modelling of DCE-MRI	30
A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction	29
Lesion synthesis to improve intracranial hemorrhage detection and classification for CT images	29