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 2021-05-01 to 2025-05-01.)

Article	Citations
Semi-supervised segmentation of metal-artifact contaminated industrial CT images using improved CycleGAN	25
Skin cancer image recognition based on similarity clustering and attention transfer	24
Predicting the error magnitude in patient-specific QA during radiotherapy based on ResNet	20
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
An optimized filter design approach for enhancing imaging quality in industrial linear accelerator	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
Multi-axis transformer based U-Net with class balanced ensemble model for lung disease classification using X-ray images	11
Multiobjective optimization guided by image quality index for limited-angle CT image reconstruction	11
A class of Landweber-type iterative methods based on the Radon transform for incomplete view tomography	10
Optical and radiation shielding characteristics of tellurite glass doped with different rare-earth oxides	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
Meta analysis of the second course of radiotherapy for recurrent esophageal cancer	9
Estimation of patient’s angle from skull radiographs using deep learning	9
Lossless compression-based detection of osteoporosis using bone X-ray imaging	9
UBNet: Deep learning-based approach for automatic X-ray image detection of pneumonia and COVID-19 patients	9
Computer-aided COVID-19 diagnosis and a comparison of deep learners using augmented CXRs	9
A dual-energy CT reconstruction method based on anchor network from dual quarter scans	9
Multi-exposure X-ray image fusion quality evaluation based on CSF and gradient amplitude similarity	8
A novel detail-enhanced wavelet domain feature compensation network for sparse-view X-ray computed laminography	7
Automatic segmentation of medical images using a novel Harris Hawk optimization method and an active contour model	7
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
AI-driven deep convolutional neural networks for chest X-ray pathology identification	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
Can AI generate diagnostic reports for radiologist approval on CXR images? A multi-reader and multi-case observer performance study	5
A deep learning detection method for pancreatic cystic neoplasm based on Mamba architecture	5
Left ventricular myocardial motion tracking in cardiac cine magnetic resonance images based on a biomechanical model	5
Severity-stratification of interstitial lung disease by deep learning enabled assessment and quantification of lesion indicators from HRCT images	5
Cardiac CT motion artifact grading via semi-automatic labeling and vessel tracking using synthetic image-augmented training data	5
Truncated total variation in fractional B-spline wavelet transform for micro-CT image denoising	5
A novel multi-view X-ray digital imaging stitching algorithm	5
Dual-energy CT imaging over non-overlapping, orthogonal arcs of limited-angular ranges	5
Clinical impact of anisotropic analytical algorithm and Acuros XB dose calculation algorithms for intensity modulated radiation therapy in lung cancer patients	5
Ultra-sparse view lung CT image reconstruction using generative adversarial networks and compressed sensing	5
Adaptive orthogonal directional total variation with kernel regression for CT image denoising	5
Radiation dose estimation for pencil beam X-ray luminescence computed tomography imaging	4
Superselective renal arterial embolization in treatment for severe renal hemorrhage after flexible ureterorenoscopy and laser lithotripsy (FURSL)	4
Clinical boundary conditions for propagation-based X-ray phase contrast imaging: from bio-sample models targeting to clinical applications	4
Radiomics from dual-energy CT-derived iodine maps for predicting lymph node metastases in patients with resectable rectal cancer	4
A comparison of the efficiency of diagnostic ultrasound and magnetic resonance imaging of cervical lymph nodes in papillary thyroid carcinoma	4
Set-up errors of the neck are underestimated using the overall registration frame of head and neck in IMRT for NPC	4
Deep convolutional neural network based hyperspectral brain tissue classification	4
Erratum to: A hybrid thyroid tumor type classification system using feature fusion, multilayer perceptron and bonobo optimization	4
Anisotropic structure property based image reconstruction method for limited-angle computed tomography	4
Inclusion of spatio-energetic charge sharing effect model for accurate photon counting CT simulation	4
Feature shared multi-decoder network using complementary learning for Photon counting CT ring artifact suppression	4
Comparison of L1 CT-attenuation and cortical thickness in predicting osteoporosis by opportunistic CT	4
Bonevoyage: Navigating the depths of osteoporosis detection with a dual-core ensemble of cascaded ShuffleNet and neural networks	4
Estimating rotation angle from asymmetric projection of chest	3
Multiple energy X-ray imaging of metal oxide particles inside gingival tissues	3
Analysis of misdiagnosis and 18F-FDG PET/CT findings of lymph node tuberculosis	3
Dosimetric effect of collimator rotation on intensity modulated radiotherapy and volumetric modulated arc therapy for rectal cancer radiotherapy	3
Application of deep learning image reconstruction algorithm to improve image quality in CT angiography of children with Takayasu arteritis	3
Adaptive prior image constrained total generalized variation for low-dose dynamic cerebral perfusion CT reconstruction	3
Research on ring artifact reduction method for CT images of nuclear graphite components	3
MTAN: A semi-supervised learning model for kidney tumor segmentation	3
Comparative analysis of machine learning and deep learning algorithms for knee arthritis detection using YOLOv8 models	3
Deformable medical image registration based on CNN	3
Investigations on coronary artery plaque detection and subclassification using machine learning classifier	3
PAPNet: Convolutional network for pancreatic cyst segmentation	3
LungNet-ViT: Efficient lung disease classification using a multistage vision transformer model from chest radiographs	3
Performance evaluation of deep learning image reconstruction algorithm for dual-energy spectral CT imaging: A phantom study	3
Impact of novel deep learning image reconstruction algorithm on diagnosis of contrast-enhanced liver computed tomography imaging: Comparing to adaptive statistical iterative reconstruction algorithm	3
MCSC-Net: COVID-19 detection using deep-Q-neural network classification with RFNN-based hybrid whale optimization	3
Novel U-net based deep neural networks for transmission tomography	3
A fast tomosynthesis method for printed circuit boards based on a multiple multi-resolution reconstruction algorithm	3
Ischemic stroke subtyping method combining convolutional neural network and radiomics	3
Segmentation of liver tumors with abdominal computed tomography using fully convolutional networks	2
Estimation of radiation dose and establishment of local diagnostic reference levels for computed tomography of head in pediatric population	2
Auto-evaluation of skull radiograph accuracy using unsupervised anomaly detection	2
Application of dose-gradient function in reducing radiation induced lung injury in breast cancer radiotherapy	2
MAFA-Uformer: Multi-attention and dual-branch feature aggregation U-shaped transformer for sparse-view CT reconstruction	2

A user-friendly deep learning application for accurate lung cancer diagnosis	2
Improving image quality by optimizing beam width and helical pitch in CT	2
Application value of digital tungsten-molybdenum dual target three-dimensional positioning indwelling guide wire excision biopsy in diagnosis of breast microcalcification	2
Physical design of photon-counting mode γ-ray large object radiation imaging system	2
Fusion extracted features from deep learning for identification of multiple positioning errors in dental panoramic imaging	2
The clinical and imaging data fusion model for single-period cerebral CTA collateral circulation assessment	2
An iterative-FBP dual-spectral CT reconstruction algorithm based on scatter modeling	2
A new weighting scheme for arc based circle cone-beam CT reconstruction	2
A multimodal similarity-aware and knowledge-driven pre-training approach for reliable pneumoconiosis diagnosis	2
Artifact-Assisted multi-level and multi-scale feature fusion attention network for low-dose CT denoising	2
A TV-minimization image-reconstruction algorithm without system matrix	2
Iterative signal retrieval for X-ray grating interferometry with dual-shot	2
Image quality enhancement of CT hepatic portal venography using dual energy blending with computer determined parameters	2
Cardiac energetics alteration in a chronic hypoxia rat model: A non-invasive in vivo 31P magnetic resonance spectroscopy study	2
Feasibility exploration of myocardial blood flow synthesis from a simulated static myocardial computed tomography perfusion via a deep neural network	2
Proximal femur segmentation and quantification in dual-energy subtraction tomosynthesis: A novel approach to fracture risk assessment	2
Applying a nomogram based on preoperative CT to predict early recurrence of laryngeal squamous cell carcinoma after surgery	2
An Innovative Low-dose CT Inpainting Algorithm based on Limited-angle Imaging Inpainting Model	2
Diagnostic reference levels in spinal CT: Jordanian assessments and global benchmarks	2
Leukemia classification using the deep learning method of CNN	2