OOIR: Observatory of International Research

Papers

(The H4-Index of Computerized Medical Imaging and Graphics is 28. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Retrospective study of deep learning to reduce noise in non-contrast head CT images	274
Using temporal and structural data to reconstruct 3D cerebral vasculature from a pair of 2D digital subtraction angiography sequences	145
Bayesian K-SVD for H and E blind color deconvolution. Applications to stain normalization, data augmentation and cancer classification	128
Tissue-specific deformable image registration using a spatial-contextual filter	92
Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network	79
Dual-domain accelerated MRI reconstruction using transformers with learning-based undersampling	77
A deep registration method for accurate quantification of joint space narrowing progression in rheumatoid arthritis	73
CAVE: Cerebral artery–vein segmentation in digital subtraction angiography	61
Towards explainable oral cancer recognition: Screening on imperfect images via Informed Deep Learning and Case-Based Reasoning	59
Detecting thyroid nodules along with surrounding tissues and tracking nodules using motion prior in ultrasound videos	59
Unsupervised adversarial neural network for enhancing vasculature in photoacoustic tomography images using optical coherence tomography angiography	56
Multi modality fusion transformer with spatio-temporal feature aggregation module for psychiatric disorder diagnosis	55
Template-based graph registration network for boosting the diagnosis of brain connectivity disorders	54
Automatic artery/vein classification methods for retinal blood vessel: A review	51
Retinex model based stain normalization technique for whole slide image analysis	50
GNN-based structural information to improve DNN-based basal ganglia segmentation in children following early brain lesion	45
Weakly-supervised preclinical tumor localization associated with survival prediction from lung cancer screening Chest X-ray images	44
3DFRINet: A Framework for the Detection and Diagnosis of Fracture Related Infection in Low Extremities Based on 18F-FDG PET/CT 3D Images	42
Deep learning-based glomerulus detection and classification with generative morphology augmentation in renal pathology images	40
A predictive framework based on brain volume trajectories enabling early detection of Alzheimer's disease	39
Dual-task ultrasound spine transverse vertebrae segmentation network with contour regularization	38
Self-supervised-RCNN for medical image segmentation with limited data annotation	36
Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies	35
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 3D framework for segmentation of carotid artery vessel wall and identification of plaque compositions in multi-sequence MR images	33

PFMNet: Prototype-based feature mapping network for few-shot domain adaptation in medical image segmentation	31
A2OURSR: Adaptive adjustment based real MRI super-resolution via opinion-unaware measurements	30
Use of semi-synthetic data for catheter segmentation improvement	30
Editorial Board	28
Leverage prior texture information in deep learning-based liver tumor segmentation: A plug-and-play Texture-Based Auto Pseudo Label module	28