OOIR: Observatory of International Research

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 2022-05-01 to 2026-05-01.)

Article	Citations
Editorial Board	128
Unraveling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review	115
Diffusion-based virtual multi-stain staining for pituitary adenoma histopathology	105
Interpretable attention-based deep learning ensemble for personalized ovarian cancer treatment without manual annotations	91
GRFormer: 3D reconstruction of liver and tumor via gridding and transformer-based point cloud completion	73
Unsupervised feature correlation model to predict breast abnormal variation maps in longitudinal mammograms	68
A VVBP data-based pancreatic lesion detection model with noncontrast CT	62
A transformer-based hierarchical registration framework for multimodality deformable image registration	56
Unsupervised adversarial neural network for enhancing vasculature in photoacoustic tomography images using optical coherence tomography angiography	50
Pseudo-label-free instance screening of non-tumor regions in whole slide images for improved classification and survival prediction	49
Z-SSMNet: Zonal-aware Self-supervised Mesh Network for prostate cancer detection and diagnosis with Bi-parametric MRI	47
Unpaired virtual histological staining using prior-guided generative adversarial networks	43
Head pose-assisted localization of facial landmarks for enhanced fast registration in skull base surgery	43
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing	41
Segmentation of pelvic structures in T2 MRI via MR-to-CT synthesis	41
Entropy-guided partial annotation for cross-domain rib segmentation	40
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	40
Multi modality fusion transformer with spatio-temporal feature aggregation module for psychiatric disorder diagnosis	39
DB-SNet: A dual branch network for aortic component segmentation and lesion localization	38
SFPGCL: Specificity-preserving federated population graph contrastive learning for multi-site ASD identification using rs-fMRI data	37
Segmentation-guided multi-modal brain tumors survival prediction model using pseudo-labeling approach	37
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework	37
Lightweight wavelet convolutional network for guidewire segmentation	36
Subtraction-free artifact-aware digital subtraction angiography image generation for head and neck vessels from motion data	35
Intracranial steno-occlusive lesion detection on time-of-flight MR angiography using multi-task learning	34

Self-supervised network predicting neoadjuvant chemoradiotherapy response to locally advanced rectal cancer patients	33
SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage	32
C2BA-UNet: A c	31
Portable head CT motion artifact correction via diffusion-based generative model	31
A knowledge-guided and uncertainty-calibrated multimodal framework for fracture diagnosis and radiology report generation	30
CardSegNet: An adaptive hybrid CNN-vision transformer model for heart region segmentation in cardiac MRI	30