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

Article	Citations
Optimizing cancer classification: A metaheuristic-driven review of feature selection and deep learning approaches	37
An optimized filter design approach for enhancing imaging quality in industrial linear accelerator	23
Multiobjective optimization guided by image quality index for limited-angle CT image reconstruction	17
Automated lung tumor segmentation robust to various tumor sizes using a consistency learning-based multi-scale dual-attention network	14
Comparison of selected photon shield and organ-based tube current modulation for radiation dose reduction in head computed tomography: A phantom study	13
A discrete grayscale prior-based exterior reconstruction algorithm for polychromatic X-ray CT	13
Skin cancer image recognition based on similarity clustering and attention transfer	13
Semi-supervised segmentation of metal-artifact contaminated industrial CT images using improved CycleGAN	12
Predicting the error magnitude in patient-specific QA during radiotherapy based on ResNet	11
A novel detail-enhanced wavelet domain feature compensation network for sparse-view X-ray computed laminography	10
Performance of a focused 2D anti-scatter grid for industrial X-ray computed tomography	10
Self-Assessment of acute rib fracture detection system from chest X-ray: Preliminary study for early radiological diagnosis	9
Dosimetric comparison of volumetric modulated arc therapy with TrueBeam LINAC and hypofractionated radiosurgery with gamma knife ICON for large (>10 cm3) skull base meningiomas	8
A dual-energy CT reconstruction method based on anchor network from dual quarter scans	8
A class of Landweber-type iterative methods based on the Radon transform for incomplete view tomography	8
Meta analysis of the second course of radiotherapy for recurrent esophageal cancer	8
PCOR-net: A prototype-enhanced contrastive ordinal regression network for pneumoconiosis staging	7
A Two-Module Parallel Dual-Domain Network for interior tomography reconstruction	7
Lossless compression-based detection of osteoporosis using bone X-ray imaging	7
Multi-axis transformer based U-Net with class balanced ensemble model for lung disease classification using X-ray images	7
Estimation of patient’s angle from skull radiographs using deep learning	7
Ultra-sparse view lung CT image reconstruction using generative adversarial networks and compressed sensing	6
Severity-stratification of interstitial lung disease by deep learning enabled assessment and quantification of lesion indicators from HRCT images	6
Truncated total variation in fractional B-spline wavelet transform for micro-CT image denoising	6
Adaptive orthogonal directional total variation with kernel regression for CT image denoising	5

Can AI generate diagnostic reports for radiologist approval on CXR images? A multi-reader and multi-case observer performance study	5
Radiomics from dual-energy CT-derived iodine maps for predicting lymph node metastases in patients with resectable rectal cancer	5
Bonevoyage: Navigating the depths of osteoporosis detection with a dual-core ensemble of cascaded ShuffleNet and neural networks	5
Left ventricular myocardial motion tracking in cardiac cine magnetic resonance images based on a biomechanical model	5
A deep learning detection method for pancreatic cystic neoplasm based on Mamba architecture	5
Feature shared multi-decoder network using complementary learning for Photon counting CT ring artifact suppression	5
Erratum to: A hybrid thyroid tumor type classification system using feature fusion, multilayer perceptron and bonobo optimization	5
A novel multi-view X-ray digital imaging stitching algorithm	5
Attention based multi-scale edge-aware segmentation and convolutional transformer framework for automated glaucoma detection from fundus images	5
MCSC-Net: COVID-19 detection using deep-Q-neural network classification with RFNN-based hybrid whale optimization	5
PAPNet: Convolutional network for pancreatic cyst segmentation	4
LungNet-ViT: Efficient lung disease classification using a multistage vision transformer model from chest radiographs	4
Deformable medical image registration based on CNN	4
MTAN: A semi-supervised learning model for kidney tumor segmentation	4
Performance evaluation of deep learning image reconstruction algorithm for dual-energy spectral CT imaging: A phantom study	4
Deep convolutional neural network based hyperspectral brain tissue classification	4
Generalization of parallel ghost imaging based on laboratory X-ray source	4
Dosimetric effect of collimator rotation on intensity modulated radiotherapy and volumetric modulated arc therapy for rectal cancer radiotherapy	4
Ischemic stroke subtyping method combining convolutional neural network and radiomics	4
Quantum-inspired cardiac risk assessment using hybrid CSAGGO-Q-SpinalNet algorithm for precise heart disease prediction	4
Multiple energy X-ray imaging of metal oxide particles inside gingival tissues	4
Clinical boundary conditions for propagation-based X-ray phase contrast imaging: from bio-sample models targeting to clinical applications	4
A fast tomosynthesis method for printed circuit boards based on a multiple multi-resolution reconstruction algorithm	4
Research on ring artifact reduction method for CT images of nuclear graphite components	4
Adaptive prior image constrained total generalized variation for low-dose dynamic cerebral perfusion CT reconstruction	4
Set-up errors of the neck are underestimated using the overall registration frame of head and neck in IMRT for NPC	4
Inclusion of spatio-energetic charge sharing effect model for accurate photon counting CT simulation	4
Comparative analysis of machine learning and deep learning algorithms for knee arthritis detection using YOLOv8 models	4
Applying a nomogram based on preoperative CT to predict early recurrence of laryngeal squamous cell carcinoma after surgery	3
MAFA-Uformer: Multi-attention and dual-branch feature aggregation U-shaped transformer for sparse-view CT reconstruction	3
A user-friendly deep learning application for accurate lung cancer diagnosis	3
An iterative-FBP dual-spectral CT reconstruction algorithm based on scatter modeling	3
The clinical and imaging data fusion model for single-period cerebral CTA collateral circulation assessment	3
Radiation exposure in cone beam CT measured using a MOSFET and RPLGD dosimeter and Monte Carlo simulation in phantom	3
Application value of digital tungsten-molybdenum dual target three-dimensional positioning indwelling guide wire excision biopsy in diagnosis of breast microcalcification	3
Application of dose-gradient function in reducing radiation induced lung injury in breast cancer radiotherapy	3
Semi-supervised YOLO-DEP for high-resolution X-ray component localization and counting	3
A multimodal similarity-aware and knowledge-driven pre-training approach for reliable pneumoconiosis diagnosis	3
An Innovative Low-dose CT Inpainting Algorithm based on Limited-angle Imaging Inpainting Model	3
The deep radon prior-based stationary CT image reconstruction algorithm for two phase flow inspection	3
A novel protocol for abdominal low-dose CT scans adapted with a model-based iterative reconstruction method	3
Feasibility exploration of myocardial blood flow synthesis from a simulated static myocardial computed tomography perfusion via a deep neural network	3
Artifact-Assisted multi-level and multi-scale feature fusion attention network for low-dose CT denoising	3
DH-OOD: A decoupled hybrid framework for robust skin lesion classification via semantic-structural fusion	3
Proximal femur segmentation and quantification in dual-energy subtraction tomosynthesis: A novel approach to fracture risk assessment	3
Multi-domain information fusion diffusion model (MDIF-DM) for limited-angle computed tomography	3
Diagnostic reference levels in spinal CT: Jordanian assessments and global benchmarks	3
Auto-evaluation of skull radiograph accuracy using unsupervised anomaly detection	3
A computational approach for analysis of intratumoral heterogeneity and standardized uptake value in PET/CT images	3
An improved U-NET3+ with transformer and adaptive attention map for lung segmentation	3

Iterative signal retrieval for X-ray grating interferometry with dual-shot	3
Radiomics nomogram for predicting axillary lymph node metastasis in breast cancer based on DCE-MRI: A multicenter study	2
CT quantitative analysis of pulmonary changes in rheumatoid arthritis	2
CLID: A contrastive learning approach for multi-class classification of breast cancer histopathological images with imbalanced distribution	2
Enhancement based convolutional dictionary network with adaptive window for low-dose CT denoising	2
Fusion extracted features from deep learning for identification of multiple positioning errors in dental panoramic imaging	2
A dense and U-shaped transformer with dual-domain multi-loss function for sparse-view CT reconstruction	2
Computational fluid dynamics modeling of coronary artery blood flow using OpenFOAM: Validation with the food and drug administration benchmark nozzle model	2
Basic acceleration technique with theoretical analysis on iterative algorithms for image reconstruction	2
Machine learning framework for simulation of artifacts in paranasal sinuses diagnosis using CT images	2
DKCNN: Improving deep kernel convolutional neural network-based COVID-19 identification from CT images of the chest	2
Learning technology for detection and grading of cancer tissue using tumour ultrasound images	2
The mechanism of moire artifacts in single-grating imaging systems and image quality optimization	2
MRI classification and discrimination of spinal schwannoma and meningioma based on deep learning	2
CLSSL-ResNet: Predicting malignancy of solitary pulmonary nodules from CT images by chimeric label with self-supervised learning	2
Dosimetry and treatment efficiency of SBRT using TaiChiB radiotherapy system for two-lung lesions with one overlapping organs at risk	2
Compound feature attention network with edge enhancement for low-dose CT denoising	2
Application of radiomics based on chest CT-enhanced dual-phase imaging in the immunotherapy of non-small cell lung cancer	2
Spine X-ray image segmentation based on deep learning and marker controlled watershed	2
Determination of virtual source position using back projecting zero and convergent arcTAN method for scanning-passive scatter beam in carbon ion therapy	2
RICT: Rotating image computed tomography with a one-to-one reversible image rotation algorithm	2
CT-guided percutaneous microwave ablation for pulmonary metastases from colorectal cancer: Prognosis analyses based on the origin of the primary tumor	2
ACU-TransNet: Attention and convolution-augmented UNet-transformer network for polyp segmentation	2
An empirical method for geometric calibration of a photon counting detector-based cone beam CT system	2
Diagnosis of Covid-19 from CT slices using Whale Optimization Algorithm, Support Vector Machine and Multi-Layer Perceptron	2
Enhancing intraoperative pedicle screw planning accuracy via diffusion-based synthetic CT	2
CGP-Uformer: A low-dose CT image denoising Uformer based on channel graph perception	2
A focusing X-ray spectrometer based on continuously conical crystal	2