OOIR: Observatory of International Research

Papers

(The TQCC of Journal of X-Ray Science and Technology is 2. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Semi-supervised segmentation of metal-artifact contaminated industrial CT images using improved CycleGAN	26
Skin cancer image recognition based on similarity clustering and attention transfer	25
Predicting the error magnitude in patient-specific QA during radiotherapy based on ResNet	20
An optimized filter design approach for enhancing imaging quality in industrial linear accelerator	14
Reliability of cone beam CT for morphometry of nasolabial soft tissue in patients with skeletal class III malocclusion: A qualitative and quantitative analysis	12
Automated lung tumor segmentation robust to various tumor sizes using a consistency learning-based multi-scale dual-attention network	12
Multiobjective optimization guided by image quality index for limited-angle CT image reconstruction	12
Performance of a focused 2D anti-scatter grid for industrial X-ray computed tomography	11
Comparison of selected photon shield and organ-based tube current modulation for radiation dose reduction in head computed tomography: A phantom study	11
Optical and radiation shielding characteristics of tellurite glass doped with different rare-earth oxides	11
Estimation of patient’s angle from skull radiographs using deep learning	10
Dosimetric comparison of volumetric modulated arc therapy with TrueBeam LINAC and hypofractionated radiosurgery with gamma knife ICON for large (>10 cm3) skull base meningiomas	10
A dual-energy CT reconstruction method based on anchor network from dual quarter scans	10
Computer-aided COVID-19 diagnosis and a comparison of deep learners using augmented CXRs	10
UBNet: Deep learning-based approach for automatic X-ray image detection of pneumonia and COVID-19 patients	10
Lossless compression-based detection of osteoporosis using bone X-ray imaging	9
Meta analysis of the second course of radiotherapy for recurrent esophageal cancer	8
A novel detail-enhanced wavelet domain feature compensation network for sparse-view X-ray computed laminography	8
Multi-axis transformer based U-Net with class balanced ensemble model for lung disease classification using X-ray images	7
Clinical impact of anisotropic analytical algorithm and Acuros XB dose calculation algorithms for intensity modulated radiation therapy in lung cancer patients	6
AI-driven deep convolutional neural networks for chest X-ray pathology identification	6
A class of Landweber-type iterative methods based on the Radon transform for incomplete view tomography	6
Ultra-sparse view lung CT image reconstruction using generative adversarial networks and compressed sensing	6
Improving radiotherapy safety and efficiency with the customized ARIA oncology information system	6
Automatic vs manual coronary CT angiography reconstruction for whole-heart coverage CT scanner: a comparison study in general patient population	6

Cardiac CT motion artifact grading via semi-automatic labeling and vessel tracking using synthetic image-augmented training data	6
A preliminary evaluation study of applying a deep learning image reconstruction algorithm in low-kilovolt scanning of upper abdomen	6
Nomogram based on prognostic nutrition index and Chest CT imaging signs predicts lymph node metastasis in NSCLC patients	6
Left ventricular myocardial motion tracking in cardiac cine magnetic resonance images based on a biomechanical model	5
A novel multi-view X-ray digital imaging stitching algorithm	5
Can AI generate diagnostic reports for radiologist approval on CXR images? A multi-reader and multi-case observer performance study	5
Dual-energy CT imaging over non-overlapping, orthogonal arcs of limited-angular ranges	5
Truncated total variation in fractional B-spline wavelet transform for micro-CT image denoising	5
Adaptive orthogonal directional total variation with kernel regression for CT image denoising	5
Set-up errors of the neck are underestimated using the overall registration frame of head and neck in IMRT for NPC	4
Performance evaluation of deep learning image reconstruction algorithm for dual-energy spectral CT imaging: A phantom study	4
Superselective renal arterial embolization in treatment for severe renal hemorrhage after flexible ureterorenoscopy and laser lithotripsy (FURSL)	4
A comparison of the efficiency of diagnostic ultrasound and magnetic resonance imaging of cervical lymph nodes in papillary thyroid carcinoma	4
Erratum to: A hybrid thyroid tumor type classification system using feature fusion, multilayer perceptron and bonobo optimization	4
Comparison of L1 CT-attenuation and cortical thickness in predicting osteoporosis by opportunistic CT	4
Clinical boundary conditions for propagation-based X-ray phase contrast imaging: from bio-sample models targeting to clinical applications	4
Multiple energy X-ray imaging of metal oxide particles inside gingival tissues	4
Radiomics from dual-energy CT-derived iodine maps for predicting lymph node metastases in patients with resectable rectal cancer	4
Severity-stratification of interstitial lung disease by deep learning enabled assessment and quantification of lesion indicators from HRCT images	4
Bonevoyage: Navigating the depths of osteoporosis detection with a dual-core ensemble of cascaded ShuffleNet and neural networks	4
Feature shared multi-decoder network using complementary learning for Photon counting CT ring artifact suppression	4
MTAN: A semi-supervised learning model for kidney tumor segmentation	4
Impact of novel deep learning image reconstruction algorithm on diagnosis of contrast-enhanced liver computed tomography imaging: Comparing to adaptive statistical iterative reconstruction algorithm	4
A deep learning detection method for pancreatic cystic neoplasm based on Mamba architecture	4
Anisotropic structure property based image reconstruction method for limited-angle computed tomography	4
Radiation dose estimation for pencil beam X-ray luminescence computed tomography imaging	4
Deep convolutional neural network based hyperspectral brain tissue classification	3
Comparative analysis of machine learning and deep learning algorithms for knee arthritis detection using YOLOv8 models	3
Analysis of misdiagnosis and 18F-FDG PET/CT findings of lymph node tuberculosis	3
LungNet-ViT: Efficient lung disease classification using a multistage vision transformer model from chest radiographs	3
Research on ring artifact reduction method for CT images of nuclear graphite components	3
Diagnostic reference levels in spinal CT: Jordanian assessments and global benchmarks	3
A fast tomosynthesis method for printed circuit boards based on a multiple multi-resolution reconstruction algorithm	3
MCSC-Net: COVID-19 detection using deep-Q-neural network classification with RFNN-based hybrid whale optimization	3
Deformable medical image registration based on CNN	3
Investigations on coronary artery plaque detection and subclassification using machine learning classifier	3
Adaptive prior image constrained total generalized variation for low-dose dynamic cerebral perfusion CT reconstruction	3
Dosimetric effect of collimator rotation on intensity modulated radiotherapy and volumetric modulated arc therapy for rectal cancer radiotherapy	3
A user-friendly deep learning application for accurate lung cancer diagnosis	3
Novel U-net based deep neural networks for transmission tomography	3
Inclusion of spatio-energetic charge sharing effect model for accurate photon counting CT simulation	3
Estimating rotation angle from asymmetric projection of chest	3
Application of deep learning image reconstruction algorithm to improve image quality in CT angiography of children with Takayasu arteritis	3
PAPNet: Convolutional network for pancreatic cyst segmentation	3
Ischemic stroke subtyping method combining convolutional neural network and radiomics	3
Applying a nomogram based on preoperative CT to predict early recurrence of laryngeal squamous cell carcinoma after surgery	3
Physical design of photon-counting mode γ-ray large object radiation imaging system	2
Application value of digital tungsten-molybdenum dual target three-dimensional positioning indwelling guide wire excision biopsy in diagnosis of breast microcalcification	2
Application of dose-gradient function in reducing radiation induced lung injury in breast cancer radiotherapy	2
Proximal femur segmentation and quantification in dual-energy subtraction tomosynthesis: A novel approach to fracture risk assessment	2

MAFA-Uformer: Multi-attention and dual-branch feature aggregation U-shaped transformer for sparse-view CT reconstruction	2
Iterative signal retrieval for X-ray grating interferometry with dual-shot	2
A computational approach for analysis of intratumoral heterogeneity and standardized uptake value in PET/CT images	2
Fusion extracted features from deep learning for identification of multiple positioning errors in dental panoramic imaging	2
Cardiac energetics alteration in a chronic hypoxia rat model: A non-invasive in vivo 31P magnetic resonance spectroscopy study	2
Segmentation of liver tumors with abdominal computed tomography using fully convolutional networks	2
Auto-evaluation of skull radiograph accuracy using unsupervised anomaly detection	2
A TV-minimization image-reconstruction algorithm without system matrix	2
A multimodal similarity-aware and knowledge-driven pre-training approach for reliable pneumoconiosis diagnosis	2
A new weighting scheme for arc based circle cone-beam CT reconstruction	2
Image quality enhancement of CT hepatic portal venography using dual energy blending with computer determined parameters	2
Applying a radiomics-based CAD scheme to classify between malignant and benign pancreatic tumors using CT images	2
Radiation exposure in cone beam CT measured using a MOSFET and RPLGD dosimeter and Monte Carlo simulation in phantom	2
Computational fluid dynamics modeling of coronary artery blood flow using OpenFOAM: Validation with the food and drug administration benchmark nozzle model	2
Leukemia classification using the deep learning method of CNN	2
The clinical and imaging data fusion model for single-period cerebral CTA collateral circulation assessment	2
Artifact-Assisted multi-level and multi-scale feature fusion attention network for low-dose CT denoising	2
An iterative-FBP dual-spectral CT reconstruction algorithm based on scatter modeling	2
An Innovative Low-dose CT Inpainting Algorithm based on Limited-angle Imaging Inpainting Model	2
Improving image quality by optimizing beam width and helical pitch in CT	2
A novel protocol for abdominal low-dose CT scans adapted with a model-based iterative reconstruction method	2
Estimation of radiation dose and establishment of local diagnostic reference levels for computed tomography of head in pediatric population	2
Application of radiomics based on chest CT-enhanced dual-phase imaging in the immunotherapy of non-small cell lung cancer	2
Feasibility exploration of myocardial blood flow synthesis from a simulated static myocardial computed tomography perfusion via a deep neural network	2