OOIR: Observatory of International Research

Papers

(The median citation count of International Journal of Computer Assisted Radiology and Surgery is 5. 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
Large-scale surgical workflow segmentation for laparoscopic sacrocolpopexy	41
Anisotropic neural deblurring for MRI acceleration	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
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
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
Brain tumor segmentation in MRI images using nonparametric localization and enhancement methods with U-net	16
Impact of deformation on a supine-positioned image-guided breast surgery approach	16
A multi-scale unsupervised learning for deformable image registration	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
Point detection through multi-instance deep heatmap regression for sutures in endoscopy	13
Development and experiments of a continuum robotic system for transoral laryngeal surgery	13
An inverse planning simulated annealing algorithm with adaptive weight adjustment for LDR pancreatic brachytherapy	12
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

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
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
Detecting failure modes in image reconstructions with interval neural network uncertainty	10
Thermographic analysis of postoperative changes in the nasal breathing efficiency in infants and young children with unilateral cleft lip	10
Can machine learning-based analysis of multiparameter MRI and clinical parameters improve the performance of clinically significant prostate cancer diagnosis?	10
Development of three-dimensional integral-type reconstruction formula for magnetic resonance elastography	9
Automated objective surgical planning for lateral skull base tumors	8
Real-time virtual intraoperative CT in endoscopic sinus surgery	8
Movement-level process modeling of microsurgical bimanual and unimanual tasks	8
Interactive teaching environment for diagnostic radiography with real-time X-ray simulation and patient positioning	8
SD-Net: joint surgical gesture recognition and skill assessment	8
Automated description of the mandible shape by deep learning	8
DVH-based inverse planning for LDR pancreatic brachytherapy	7
Augmented reality-based autostereoscopic surgical visualization system for telesurgery	7
High-resolution deep transferred ASPPU-Net for nuclei segmentation of histopathology images	7
A novel complementation method of an acoustic shadow region utilizing a convolutional neural network for ultrasound-guided therapy	6
IJCARS–JAMIT 2019–2020 special issue	6
IJCARS: MICCAI 2020 special issue	6
Cardiac X-ray image-based haptic guidance for robot-assisted coronary intervention: a feasibility study	6
IJCARS: BVM 2021 special issue	5
Force-guided autonomous robotic ultrasound scanning control method for soft uncertain environment	5
Study of needle punctures into soft tissue through audio and force sensing: can audio be a simple alternative for needle guidance?	5
Versatile anomaly detection method for medical images with semi-supervised flow-based generative models	5
Definition and extraction of 2D shape indices of intracranial aneurysm necks for rupture risk assessment	5
High-quality chest CT segmentation to assess the impact of COVID-19 disease	5
HoloUS: Augmented reality visualization of live ultrasound images using HoloLens for ultrasound-guided procedures	5
Extraction of metastasis hotspots in a whole-body bone scintigram based on bilateral asymmetry	5