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 2022-08-01 to 2026-08-01.)

Article	Citations
A VVBP data-based pancreatic lesion detection model with noncontrast CT	136
Entropy-guided partial annotation for cross-domain rib segmentation	118
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	112
Interpretable attention-based deep learning ensemble for personalized ovarian cancer treatment without manual annotations	80
Diffusion-based virtual multi-stain staining for pituitary adenoma histopathology	76
Unsupervised feature correlation model to predict breast abnormal variation maps in longitudinal mammograms	66
GRFormer: 3D reconstruction of liver and tumor via gridding and transformer-based point cloud completion	60
Pseudo-label-free instance screening of non-tumor regions in whole slide images for improved classification and survival prediction	59
DB-SNet: A dual branch network for aortic component segmentation and lesion localization	56
Segmentation of pelvic structures in T2 MRI via MR-to-CT synthesis	52
Head pose-assisted localization of facial landmarks for enhanced fast registration in skull base surgery	49
Unraveling the complexity of Optical Coherence Tomography image segmentation using machine and deep learning techniques: A review	49
CGHNet: Cross-Guided 2D–3D Hybrid Network with attention mechanism for focal liver lesion classification	47
A transformer-based hierarchical registration framework for multimodality deformable image registration	46
Multi modality fusion transformer with spatio-temporal feature aggregation module for psychiatric disorder diagnosis	46
SFPGCL: Specificity-preserving federated population graph contrastive learning for multi-site ASD identification using rs-fMRI data	45
Unpaired virtual histological staining using prior-guided generative adversarial networks	44
Unsupervised adversarial neural network for enhancing vasculature in photoacoustic tomography images using optical coherence tomography angiography	43
Z-SSMNet: Zonal-aware Self-supervised Mesh Network for prostate cancer detection and diagnosis with Bi-parametric MRI	42
Segmentation-guided multi-modal brain tumors survival prediction model using pseudo-labeling approach	41
Multimodal Cross Global Learnable Attention Network for MR images denoising with arbitrary modal missing	38
Lightweight wavelet convolutional network for guidewire segmentation	37
STFNet: A spatial–temporal feature aggregation network for breast lesion segmentation in ultrasound videos	36
Efficient frequency-decomposed transformer via large vision model guidance for surgical image desmoking	36
DSIFNet: Implicit feature network for nasal cavity and vestibule segmentation from 3D head CT	33

Intracranial steno-occlusive lesion detection on time-of-flight MR angiography using multi-task learning	33
SCANED: Siamese collateral assessment network for evaluation of collaterals from ischemic damage	32
Subtraction-free artifact-aware digital subtraction angiography image generation for head and neck vessels from motion data	32
Portable head CT motion artifact correction via diffusion-based generative model	32
CardSegNet: An adaptive hybrid CNN-vision transformer model for heart region segmentation in cardiac MRI	30
LA-ResUNet: Attention-based network for longitudinal liver tumor segmentation from CT images	30
Accurate segmentation of liver tumor from multi-modality non-contrast images using a dual-stream multi-level fusion framework	30
Prior knowledge-based multi-task learning network for pulmonary nodule classification	30