OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Computer Assisted Radiology and Surgery is 11. 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 2021-08-01 to 2025-08-01.)

Article	Citations
Anisotropic neural deblurring for MRI acceleration	41
Large-scale surgical workflow segmentation for laparoscopic sacrocolpopexy	41
Surgical workflow recognition with 3DCNN for Sleeve Gastrectomy	35
Cascaded neural network-based CT image processing for aortic root analysis	31
Acknowledgement to reviewers	27
Learning 3D medical image keypoint descriptors with the triplet loss	24
A virtual reality simulator for training the surgical reduction of patient-specific supracondylar humerus fractures	22
Effective methods of diabetic retinopathy detection based on deep convolutional neural networks	21
Ring artifact removal for differential phase-contrast X-ray computed tomography using a conditional generative adversarial network	19
Spectral augmentation for heart chambers segmentation on conventional contrasted and unenhanced CT scans: an in-depth study	19
Entropy and distance maps-guided segmentation of articular cartilage: data from the Osteoarthritis Initiative	18
Seeing under the cover with a 3D U-Net: point cloud-based weight estimation of covered patients	18
Automatic measurement plane placement for 4D Flow MRI of the great vessels using deep learning	18
Towards targeted ultrasound-guided prostate biopsy by incorporating model and label uncertainty in cancer detection	18
Impact of deformation on a supine-positioned image-guided breast surgery approach	16
A multi-scale unsupervised learning for deformable image registration	16
Brain tumor segmentation in MRI images using nonparametric localization and enhancement methods with U-net	16
An efficient multi-path 3D convolutional neural network for false-positive reduction of pulmonary nodule detection	14
Video-based fully automatic assessment of open surgery suturing skills	14
Development and experiments of a continuum robotic system for transoral laryngeal surgery	13
Point detection through multi-instance deep heatmap regression for sutures in endoscopy	13
Luminal enhancement in intracranial aneurysms: fact or feature?—A quantitative multimodal flow analysis	12
Fully automated deep learning-based localization and segmentation of the locus coeruleus in aging and Parkinson’s disease using neuromelanin-sensitive MRI	12
Binary polyp-size classification based on deep-learned spatial information	12
An inverse planning simulated annealing algorithm with adaptive weight adjustment for LDR pancreatic brachytherapy	12

Computational and image processing methods for analysis and automation of anatomical alignment and joint spacing in reconstructive surgery	11
Toward automatic atlas-based surgical planning for septoplasty	11
Correction to: Radiation exposure for intraoperative 3D scans in a hybrid operating room: how to reduce radiation exposure for the surgical team	11
3D ultrasound navigation system for screw insertion in posterior spine surgery: a phantom study	11