OOIR: Observatory of International Research

Papers

(The TQCC of Diagnostic and Interventional Imaging is 8. 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 2020-05-01 to 2024-05-01.)

Article	Citations
COVID-19 pneumonia: A review of typical CT findings and differential diagnosis	309
Interobserver agreement issues in radiology	186
Revolutionizing radiology with GPT-based models: Current applications, future possibilities and limitations of ChatGPT	129
Chest CT in COVID-19 pneumonia: A review of current knowledge	88
Favorable changes of CT findings in a patient with COVID-19 pneumonia after treatment with tocilizumab	83
A primer for understanding radiology articles about machine learning and deep learning	81
How to report and compare quantitative variables in a radiology article	74
Concomitant acute aortic thrombosis and pulmonary embolism complicating COVID-19 pneumonia	67
Radiomics for classification of bone mineral loss: A machine learning study	67
Differentiating autoimmune pancreatitis from pancreatic ductal adenocarcinoma with CT radiomics features	65
Spectral CT imaging: Technical principles of dual-energy CT and multi-energy photon-counting CT	55
Feasibility of lung imaging with a large field-of-view spectral photon-counting CT system	52
Artificial intelligence in diagnostic and interventional radiology: Where are we now?	50
Artificial intelligence to predict clinical disability in patients with multiple sclerosis using FLAIR MRI	45
Prediction of tumor grade and lymphovascular space invasion in endometrial adenocarcinoma with MR imaging-based radiomic analysis	39
Comparison of two deep learning image reconstruction algorithms in chest CT images: A task-based image quality assessment on phantom data	38
3D-printed face protective shield in interventional radiology: Evaluation of an immediate solution in the era of COVID-19 pandemic	38
External validation of a commercially available deep learning algorithm for fracture detection in children	37
Head-to-head comparison of lung perfusion with dual-energy CT and SPECT-CT	37
Does artificial intelligence surpass the radiologist?	36
3D reconstructions, 4D imaging and postprocessing with CT in musculoskeletal disorders: Past, present and future	34
PET/CT in the management of differentiated thyroid cancer	32
Multiparametric magnetic resonance imaging of parotid tumors: A systematic review	32
Abdominal musculature segmentation and surface prediction from CT using deep learning for sarcopenia assessment	32
MRI-based traditional radiomics and computer-vision nomogram for predicting lymphovascular space invasion in endometrial carcinoma	31

Feasibility of human vascular imaging of the neck with a large field-of-view spectral photon-counting CT system	31
Interventional oncology at the time of COVID-19 pandemic: Problems and solutions	30
Efficacy, safety and outcomes of transcatheter arterial embolization with N-butyl cyanoacrylate glue for non-variceal gastrointestinal bleeding: A systematic review and meta-analysis	30
Artificial intelligence solution to classify pulmonary nodules on CT	30
Effect of tin filter-based spectral shaping CT on image quality and radiation dose for routine use on ultralow-dose CT protocols: A phantom study	30
Artificial intelligence: from challenges to clinical implementation	29
Reproducibility of LI-RADS treatment response algorithm for hepatocellular carcinoma after locoregional therapy	28
Morphological imaging and CT histogram analysis to differentiate pancreatic neuroendocrine tumor grade 3 from neuroendocrine carcinoma	27
Radiology indispensable for tracking COVID-19	27
Acute pulmonary embolism in a patient with COVID-19 pneumonia	26
Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology	26
A systematic review of automated feeder detection software for locoregional treatment of hepatic tumors	26
Automatic coronary artery calcium scoring from unenhanced-ECG-gated CT using deep learning	25
Prostatic artery embolization using three-dimensional cone-beam computed tomography	23
Percutaneous cryoanalgesia for pain palliation: Current status and future trends	22
Irreversible electroporation and electrochemotherapy in oncology: State of the art	21
Impact of dose reduction and the use of an advanced model-based iterative reconstruction algorithm on spectral performance of a dual-source CT system: A task-based image quality assessment	21
Added value of an artificial intelligence solution for fracture detection in the radiologist's daily trauma emergencies workflow	21
Radiofrequency ablation versus surgical resection for the treatment of oligometastatic lung disease	20
CT dose optimization for the detection of pulmonary arteriovenous malformation (PAVM): A phantom study	19
Efficacy and safety of transjugular intrahepatic portosystemic shunt (TIPS) created using covered stents of different diameters: A systematic review and meta-analysis	19
Spinal metastases treated with bipolar radiofrequency ablation with increased (> 70 °C) target temperature: Pain management and local tumor control	19
Optimization of acquisition parameters for reduced-dose thoracic CT: A phantom study	19
Three artificial intelligence data challenges based on CT and MRI	19
Can we use radiomics in ultrasound imaging? Impact of preprocessing on feature repeatability	18
Evaluation of a deep learning model on coronary CT angiography for automatic stenosis detection	18
Comparison of MRI-based response criteria and radiomics for the prediction of early response to transarterial radioembolization in patients with hepatocellular carcinoma	17
Deep learning-based super-resolution gradient echo imaging of the pancreas: Improvement of image quality and reduction of acquisition time	17
Hemorrhoid embolization: A review of current evidences	17
Imaging of Oxford/AstraZeneca® COVID-19 vaccine-induced immune thrombotic thrombocytopenia	16
Safety and oncologic efficacy of percutaneous MRI-guided cryoablation of intraparenchymal renal cancers	16
Contribution of an artificial intelligence deep-learning reconstruction algorithm for dose optimization in lumbar spine CT examination: A phantom study	16
Comparison of perfused volume segmentation between cone-beam CT and 99mTc-MAA SPECT/CT for treatment dosimetry before selective internal radiation therapy using 90Y-glass microspheres	16
Artificial intelligence in emergency radiology: A review of applications and possibilities	16
Automatic cervical lymphadenopathy segmentation from CT data using deep learning	16
Artificial intelligence: A critical review of applications for lung nodule and lung cancer	16
The future of radiology: What if artificial intelligence is really as good as predicted?	16
Kidney and contrast media: Common viewpoint of the French Nephrology societies (SFNDT, FIRN, CJN) and the French Radiological Society (SFR) following ESUR guidelines	15
Prediction of overall survival in patients with hepatocellular carcinoma treated with Y-90 radioembolization by imaging response criteria	15
Artificial intelligence: A review of current applications in hepatocellular carcinoma imaging	15
Local recurrence following complete radiologic response in patients treated with transarterial chemoembolization for hepatocellular carcinoma	15
Imaging of COVID-19: An update of current evidences	15
Diagnostic performance of ultra-low dose versus standard dose CT for non-traumatic abdominal emergencies	15
Comparison of breast density assessment between human eye and automated software on digital and synthetic mammography: Impact on breast cancer risk	15
Combination of clinical and spectral-CT parameters for predicting lymphovascular and perineural invasion in gastric cancer	15
Image-guided marking techniques in interventional radiology: A review of current evidence	15
Acquisition time reduction of diffusion-weighted liver imaging using deep learning image reconstruction	14
Texture analysis of apparent diffusion coefficient (ADC) map for glioma grading: Analysis of whole tumoral and peri-tumoral tissue	14
Deep pelvic infiltrating endometriosis: MRI consensus lexicon and compartment-based approach from the ENDOVALIRM group	14
Intracranial venous sinus stenting for the treatment of lateral sinus stenoses: An analysis of 200 patients	14

Deep learning for lung disease segmentation on CT: Which reconstruction kernel should be used?	14
Quantification of right ventricular extracellular volume in pulmonary hypertension using cardiac magnetic resonance imaging	14
Radiomics: A review of current applications and possibilities in the assessment of tumor microenvironment	14
Single-source dual energy CT to assess myocardial extracellular volume fraction in aortic stenosis before transcatheter aortic valve implantation (TAVI)	14
Percutaneous CT-guided lung biopsy for the diagnosis of persistent pulmonary consolidation	13
Threshold for lateral meniscal body extrusion on MRI in middle-aged and elderly patients with symptomatic knee osteoarthritis	13
Imaging of primary malignant tumors in non-cirrhotic liver	13
CT texture analysis as a predictor of favorable response to anti-PD1 monoclonal antibodies in metastatic skin melanoma	13
Bladder endometriosis: Preoperative MRI analysis with assessment of extension to ureteral orifices	13
Percutaneous thermal ablation of sacral metastases: Assessment of pain relief and local tumor control	13
Structured and shared MRI staging lexicon and report of rectal cancer: A consensus proposal by the French Radiology Group (GRERCAR) and Surgical Group (GRECCAR) for rectal cancer	12
Proposals for the use of artificial intelligence in emergency radiology	12
Image guidance in interventional radiology: Back to the future?	12
iQMetrix-CT: New software for task-based image quality assessment of phantom CT images	12
FRACTURE MRI: Optimized 3D multi-echo in-phase sequence for bone damage assessment in craniocerebral gunshot injuries	12
Optimization of image quality and accuracy of low iodine concentration quantification as function of dose level and reconstruction algorithm for abdominal imaging using dual-source CT: A phantom study	12
Artificial intelligence algorithms aimed at characterizing or detecting prostate cancer on MRI: How accurate are they when tested on independent cohorts? – A systematic review	12
Enhancing capsule in hepatocellular carcinoma: intra-individual comparison between CT and MRI with extracellular contrast agent	12
Impact of photon counting detector CT derived virtual monoenergetic images and iodine maps on the diagnosis of pleural empyema	12
Software-based assessment of tumor margins after percutaneous thermal ablation of liver tumors: A systematic review	12
Association between coronary artery calcifications and 6-month mortality in hospitalized patients with COVID-19	11
Spectral photon-counting CT system: Toward improved image quality performance in conventional and spectral CT imaging	11
Prostate artery embolization for benign prostatic hyperplasia: The hunt for the ideal patient population	11
Added value of MRI for the diagnosis of adnexal torsion in children and adolescents after inconclusive ultrasound examination	11
Lung cavitation in COVID-19 pneumonia	11
Single-session transarterial chemoembolization combined with percutaneous thermal ablation in liver metastases 3 cm or larger	11
MRI evaluation of the endolymphatic space in otosclerosis and correlation with clinical findings	11
Validation of a multimodal algorithm for diagnosing giant cell arteritis with imaging	11
Association between background parenchymal enhancement and tumor response in patients with breast cancer receiving neoadjuvant chemotherapy	11
Discriminating between IgG4-related orbital disease and other causes of orbital inflammation with intra voxel incoherent motion (IVIM) MR imaging at 3T	10
Focal splenic lesions: Imaging spectrum of diseases on CT, MRI and PET/CT	10
Three artificial intelligence data challenges based on CT and ultrasound	10
Left ventricular diastolic early and late filling quantified from 4D flow magnetic resonance imaging	10
Intergroupe francophone de cancérologie thoracique, Société de pneumologie de langue française, and Société d’imagerie thoracique statement paper on lung cancer screening	10
Incidental diagnosis of Covid-19 pneumonia on chest computed tomography	10
Percutaneous C2-C3 screw fixation combined with cementoplasty to consolidate an impending fracture of C2	10
Multiparametric imaging of breast cancer: An update of current applications	10
Discriminating between bronchiolar adenoma, adenocarcinoma in situ and minimally invasive adenocarcinoma of the lung with CT	10
Artificial intelligence in adrenal imaging: A critical review of current applications	9
A deep learning tool without muscle-by-muscle grading to differentiate myositis from facio-scapulo-humeral dystrophy using MRI	9
T2-weighted Dixon MRI of the spine: A feasibility study of quantitative vertebral bone marrow analysis	9
Cardiac magnetic resonance assessment of left ventricular dilatation in chronic severe left-sided regurgitations: comparison with standard echocardiography	9
Efficacy and safety of prostate artery embolization for patients with lower urinary tract symptoms and indwelling urinary catheter: A retrospective multicenter study	9
COVID-19: A qualitative chest CT model to identify severe form of the disease	9
Image-guided core biopsy of 2-cm or smaller renal tumors	9
Sequential treatment by polidocanol and radiofrequency ablation of large benign partially cystic thyroid nodules with solid components: Efficacy and safety	9
Quantification of diffuse myocardial fibrosis using CMR extracellular volume fraction and serum biomarkers of collagen turnover with histologic quantification as standard of reference	9
COVID-19 pandemic: A stress test for interventional radiology	9
Percutaneous ablation of obscure hypovascular liver tumours in challenging locations using arterial CT-portography guidance	9
Breast nodule classification with two-dimensional ultrasound using Mask-RCNN ensemble aggregation	9
Automated brain MRI metrics in the EPIRMEX cohort of preterm newborns: Correlation with the neurodevelopmental outcome at 2 years	9
3D convolutional neural network model from contrast-enhanced CT to predict spread through air spaces in non-small cell lung cancer	9
Radiomics in the evaluation of lung nodules: Intrapatient concordance between full-dose and ultra-low-dose chest computed tomography	9
A primer on artificial intelligence in pancreatic imaging	9
Iterative denoising accelerated 3D SPACE FLAIR sequence for brain MR imaging at 3T	9
Hemostatic embolization of renal artery pseudoaneurysm using absorbable surgical suture (FairEmbo concept)	8
Bicolor K-edge spectral photon-counting CT imaging for the diagnosis of thoracic endoleaks: A dynamic phantom study	8
Pneumatosis intestinalis and portal venous gas in mechanical small bowel obstruction: Is it worrisome?	8
Comparison of conventional magnetic resonance imaging and diffusion-weighted imaging in the differentiation of bone plasmacytoma from bone metastasis in the extremities	8
Artificial intelligence in musculoskeletal oncology imaging: A critical review of current applications	8
Management of vascular and nonvascular complications following pancreas transplantation with interventional radiology	8
The BUMPy road of peritoneal metastases in ovarian cancer	8
Characterization of high-grade prostate cancer at multiparametric MRI using a radiomic-based computer-aided diagnosis system as standalone and second reader	8
Optimal acquisition time to discriminate between breast cancer subtypes with contrast-enhanced cone-beam CT	8
Transbronchial lung parenchyma cryoablation with a novel flexible cryoprobe in an in vivo porcine model	8
Spectral photon counting CT: Not just a pimped-up new version of dual-energy CT	8
Soft-tissue sarcoma in adults: Imaging appearances, pitfalls and diagnostic algorithms	8
A step toward a better understanding of hepatocellular progression after transarterial embolization	8
Impact of ultra-low dose CT acquisition on semi-automated RECIST tool in the evaluation of malignant focal liver lesions	8
Fast T2-weighted liver MRI: Image quality and solid focal lesions conspicuity using a deep learning accelerated single breath-hold HASTE fat-suppressed sequence	8
Myocardial deformation assessment in patients with precapillary pulmonary hypertension: A cardiac magnetic resonance study	8
Lessons learned from chest CT in COVID-19	8