Insights Into Imaging

Article	Citations
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII	130
Workload for radiologists during on-call hours: dramatic increase in the past 15 years	97
COVID-19 pneumonia: the great radiological mimicker	80
Clinical applications of artificial intelligence and radiomics in neuro-oncology imaging	66
Tackling the increasing contamination of the water supply by iodinated contrast media	62
Quantitative ultrasound imaging of soft biological tissues: a primer for radiologists and medical physicists	61
Axillary lymphadenopathy at the time of COVID-19 vaccination: ten recommendations from the European Society of Breast Imaging (EUSOBI)	55
Understanding PI-QUAL for prostate MRI quality: a practical primer for radiologists	53
Imaging side effects and complications of chemotherapy and radiation therapy: a pictorial review from head to toe	49
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII	48
Workload of diagnostic radiologists in the foreseeable future based on recent scientific advances: growth expectations and role of artificial intelligence	48
Current practical experience with artificial intelligence in clinical radiology: a survey of the European Society of Radiology	47
Extrapulmonary tuberculosıs: an old but resurgent problem	44
High-risk lesions of the breast: concurrent diagnostic tools and management recommendations	43
CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies	42
Measuring the bias of incorrect application of feature selection when using cross-validation in radiomics	41
A critical review on altmetrics: can we measure the social impact factor?	41
Osteoid osteoma: the great mimicker	39
Radiological manifestations of thoracic hydatid cysts: pulmonary and extrapulmonary findings	39
Spectral CT of the abdomen: Where are we now?	38
Imaging foreign bodies in head and neck trauma: a pictorial review	36
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging	35
Position statement and best practice recommendations on the imaging use of ultrasound from the European Society of Radiology ultrasound subcommittee	35
European Society of Emergency Radiology: guideline on radiological polytrauma imaging and service (short version)	35
The role of generative adversarial networks in brain MRI: a scoping review	34

Challenge of prostate MRI segmentation on T2-weighted images: inter-observer variability and impact of prostate morphology	34
Diagnostic methods and therapeutic options of uveal melanoma with emphasis on MR imaging—Part I: MR imaging with pathologic correlation and technical considerations	33
Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a systematic review	33
Errors, discrepancies and underlying bias in radiology with case examples: a pictorial review	33
Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat–water decomposition MRI	31
Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment	31
Bringing AI to the clinic: blueprint for a vendor-neutral AI deployment infrastructure	31
Not all biases are bad: equitable and inequitable biases in machine learning and radiology	31
European consensus on patient contact shielding	30
Artificial intelligence in medical imaging practice in Africa: a qualitative content analysis study of radiographers’ perspectives	30
Rhino-orbito-cerebral Mucormycosis: Pictorial Review	29
Image-guided percutaneous ablation for the treatment of lung malignancies: current state of the art	28
Machine learning-based CT radiomics approach for predicting WHO/ISUP nuclear grade of clear cell renal cell carcinoma: an exploratory and comparative study	28
Artificial intelligence-based education assists medical students’ interpretation of hip fracture	27
The inferior vena cava: anatomical variants and acquired pathologies	26
Spectrum of liver lesions hyperintense on hepatobiliary phase: an approach by clinical setting	26
The identity and role of the radiologist in 2020: a survey among ESR full radiologist members	26
Re-staging and follow-up of rectal cancer patients with MR imaging when “Watch-and-Wait” is an option: a practical guide	25
Investigating the sub-regions of the superior parietal cortex using functional magnetic resonance imaging connectivity	25
MRI-detected extramural venous invasion of rectal cancer: Multimodality performance and implications at baseline imaging and after neoadjuvant therapy	25
Diagnostic methods and therapeutic options of uveal melanoma with emphasis on MR imaging—Part II: treatment indications and complications	25
Current updates in machine learning in the prediction of therapeutic outcome of hepatocellular carcinoma: what should we know?	24
Magnetic resonance imaging for deep infiltrating endometriosis: current concepts, imaging technique and key findings	24
A team-based competition for undergraduate medical students to learn radiology within the virtual world Second Life	23
Dosimetric quantities and effective dose in medical imaging: a summary for medical doctors	23
Topological data analysis in medical imaging: current state of the art	22
Microbleeds show a characteristic distribution in cerebral fat embolism	22
Radiology in the era of value-based healthcare: a multi-society expert statement from the ACR, CAR, ESR, IS3R, RANZCR, and RSNA	21
Deep learning based on ultrasound images assists breast lesion diagnosis in China: a multicenter diagnostic study	21
A systematic review and meta-analysis on the differentiation of glioma grade and mutational status by use of perfusion-based magnetic resonance imaging	21
Magnetism of materials: theory and practice in magnetic resonance imaging	21
How to establish and use local diagnostic reference levels: an ESR EuroSafe Imaging expert statement	21
Emerging role of 18F-FDG PET/CT in Castleman disease: a review	21
A meta-analysis of the diagnostic performance of machine learning-based MRI in the prediction of axillary lymph node metastasis in breast cancer patients	21
Utilisation of virtual non-contrast images and virtual mono-energetic images acquired from dual-layer spectral CT for renal cell carcinoma: image quality and radiation dose	21
Understanding patient needs and gaps in radiology reports through online discussion forum analysis	20
Value-based radiology: what is the ESR doing, and what should we do in the future?	20
Optimization of contrast medium volume for abdominal CT in oncologic patients: prospective comparison between fixed and lean body weight-adapted dosing protocols	20
Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI	20
Imaging in non-bacterial osteomyelitis in children and adolescents: diagnosis, differential diagnosis and follow-up—an educational review based on a literature survey and own clinical experiences	20
The role of radiologist in the changing world of healthcare: a White Paper of the European Society of Radiology (ESR)	20
Artificial intelligence for radiological paediatric fracture assessment: a systematic review	20
Breast MRI during pregnancy and lactation: clinical challenges and technical advances	20
Synchronous distance teaching of radiology clerkship promotes medical students’ learning and engagement	19
Computed tomography in traumatic orbital emergencies: a pictorial essay—imaging findings, tips, and report flowchart	19
Impact of the COVID-19 outbreak on the profession and psychological wellbeing of radiologists: a nationwide online survey	19
MAIC–10 brief quality checklist for publications using artificial intelligence and medical images	18
Role of the radiologist in the diagnosis and management of the two forms of hepatic echinococcosis	18
A primer on deep learning and convolutional neural networks for clinicians	18
Computed tomography in acute intracerebral hemorrhage: neuroimaging predictors of hematoma expansion and outcome	18

Differential diagnosis of uncommon prostate diseases: combining mpMRI and clinical information	18
Many faces of acute bowel ischemia: overview of radiologic staging	18
Dual-energy CT with virtual monoenergetic images and iodine maps improves tumor conspicuity in patients with pancreatic ductal adenocarcinoma	18
Evaluation of the dependence of radiomic features on the machine learning model	17
Role of advanced imaging in COVID-19 cardiovascular complications	17
The role of chest imaging in the diagnosis, management, and monitoring of coronavirus disease 2019 (COVID-19)	17
Automatic cardiac evaluations using a deep video object segmentation network	17
Postmortem brain 7T MRI with minimally invasive pathological correlation in deceased COVID-19 subjects	17
Diagnosing sarcopenia and myosteatosis based on chest computed tomography images in healthy Chinese adults	17
The assessment of image quality and diagnostic value in X-ray images: a survey on radiographers’ reasons for rejecting images	17
Differential diagnoses of COVID-19 pneumonia: the current challenge for the radiologist—a pictorial essay	16
How does DICOM support big data management? Investigating its use in medical imaging community	16
Automated segmentation of liver segment on portal venous phase MR images using a 3D convolutional neural network	16
Imaging of gallbladder metastasis	16
Patient survey of value in relation to radiology: results from a survey of the European Society of Radiology (ESR) value-based radiology subcommittee	16
Evidence levels in radiology: the insights into imaging approach	16
The role of lung ultrasound in COVID-19 disease	16
Radiology departments as COVID-19 entry-door might improve healthcare efficacy and efficiency, and emergency department safety	16
RECIST 1.1 and lesion selection: How to deal with ambiguity at baseline?	16
Improving justification of medical exposures using ionising radiation: considerations and approaches from the European Society of Radiology	16
Limitations of cardiothoracic ratio derived from chest radiographs to predict real heart size: comparison with magnetic resonance imaging	15
Primary breast tuberculosis: imaging findings of a rare disease	15
Mimickers of breast malignancy: imaging findings, pathologic concordance and clinical management	15
Factors affecting the value of diffusion-weighted imaging for identifying breast cancer patients with pathological complete response on neoadjuvant systemic therapy: a systematic review	15
Role of diagnostic imaging in psoriatic arthritis: how, when, and why	15
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC	15
Comparison of the CO-RADS and the RSNA chest CT classification system concerning sensitivity and reliability for the diagnosis of COVID-19 pneumonia	15
MRI-based radiomics analysis improves preoperative diagnostic performance for the depth of stromal invasion in patients with early stage cervical cancer	15
ESR white paper: blockchain and medical imaging	15
Developing, purchasing, implementing and monitoring AI tools in radiology: practical considerations. A multi-society statement from the ACR, CAR, ESR, RANZCR & RSNA	15
Clinical and radiological features of lung disorders related to connective-tissue diseases: a pictorial essay	15
Noninvasive assessment of kidney dysfunction in children by using blood oxygenation level-dependent MRI and intravoxel incoherent motion diffusion-weighted imaging	15
Muscle elasticity is different in individuals with diastasis recti abdominis than healthy volunteers	14
Vulvar cancer staging: guidelines of the European Society of Urogenital Radiology (ESUR)	14
Multimodal molecular imaging evaluation for early diagnosis and prognosis of cholangiocarcinoma	14
Machine learning combined with radiomics and deep learning features extracted from CT images: a novel AI model to distinguish benign from malignant ovarian tumors	14
Imaging features of COVID-19-associated secondary sclerosing cholangitis on magnetic resonance cholangiopancreatography: a retrospective analysis	14
Standardisation of prostate multiparametric MRI across a hospital network: a London experience	14
CT facilitates improved diagnosis of adult intestinal malrotation: a 7-year retrospective study based on 332 cases	14
Single-center versus multi-center biparametric MRI radiomics approach for clinically significant peripheral zone prostate cancer	14
An Africa point of view on quality and safety in imaging	14
Computed tomography-based multiple body composition parameters predict outcomes in Crohn’s disease	14
Dual-energy CT angiography reveals high prevalence of perfusion defects unrelated to pulmonary embolism in COVID-19 lesions	14
Radiology residency training in China: results from the first retrospective nationwide survey	14
MRI-assessed tumor-free distance to serosa predicts deep myometrial invasion and poor outcome in endometrial cancer	13
Multiparametric MRI evaluation of bone sarcomas in children	13
ESR paper on structured reporting in radiology—update 2023	13
Interventional radiology and artificial intelligence in radiology: Is it time to enhance the vision of our medical students?	13
A preliminary study of synthetic magnetic resonance imaging in rectal cancer: imaging quality and preoperative assessment	13
The current state of knowledge on imaging informatics: a survey among Spanish radiologists	13
Improving workflow in prostate MRI: AI-based decision-making on biparametric or multiparametric MRI	13
Opportunistic screening for osteoporosis by abdominal CT in a British population	13
Multi-nuclear magnetic resonance spectroscopy: state of the art and future directions	13
Automated detection of lung cancer-caused metastasis by classifying scintigraphic images using convolutional neural network with residual connection and hybrid attention mechanism	13
Computed tomography imaging of septic shock. Beyond the cause: the “CT hypoperfusion complex”. A pictorial essay	13
What's that smell? A pictorial review of the olfactory pathways and imaging assessment of the myriad pathologies that can affect them	13
Imaging diagnosis of classical and new pneumoconiosis: predominant reticular HRCT pattern	13
Online teaching in radiology as a pilot model for modernizing medical education: results of an international study in cooperation with the ESR	13
Magnetic resonance imaging in the management of Crohn’s disease: a systematic review and meta-analysis	13
Differential diagnosis of localized pneumonic-type lung adenocarcinoma and pulmonary inflammatory lesion	13
Ultrasound elastography in the assessment of post-stroke muscle stiffness: a systematic review	12
A systematic review and meta-analysis of CT and MRI radiomics in ovarian cancer: methodological issues and clinical utility	12
A review on advances in 18F-FDG PET/CT radiomics standardisation and application in lung disease management	12
CT imaging of peritoneal carcinomatosis with surgical correlation: a pictorial review	12
Artificial intelligence education for radiographers, an evaluation of a UK postgraduate educational intervention using participatory action research: a pilot study	12
Active pulmonary tuberculosis: something old, something new, something borrowed, something blue	12
Ultrasound imaging of bone fractures	12
T-staging pulmonary oncology from radiological reports using natural language processing: translating into a multi-language setting	12
Fully automated pelvic bone segmentation in multiparameteric MRI using a 3D convolutional neural network	12
Improving the diagnosis of acute ischemic stroke on non-contrast CT using deep learning: a multicenter study	12
Performance indicators for radiation protection management: suggestions from the European Society of Radiology	12
Undergraduate radiology education in Europe in 2022: a survey from the European Society of Radiology (ESR)	12
Impact of defacing on automated brain atrophy estimation	12
Significance of intra-nodular vessel sign in differentiating benign and malignant pulmonary ground-glass nodules	12
Pneumonic-type lung adenocarcinoma with different ranges exhibiting different clinical, imaging, and pathological characteristics	12
Insight into gastrointestinal heterotopic pancreas: imaging evaluation and differential diagnosis	12
Advances in the clinical application of ultrasound elastography in uterine imaging	12
18F-FDG PET/CT-based radiomics nomogram could predict bone marrow involvement in pediatric neuroblastoma	12
Spinal osteoblastoma: a retrospective study of 35 patients’ imaging findings with an emphasis on MRI	11
Reappraising the clinical usability of consolidation-to-tumor ratio on CT in clinical stage IA lung cancer	11

Comparison of three embolic materials at partial splenic artery embolization for hypersplenism: clinical, laboratory, and radiological outcomes	11
Radiology artificial intelligence, a systematic evaluation of methods (RAISE): a systematic review protocol	11
CT analysis of thoracolumbar body composition for estimating whole-body composition	11
Clinical value of 3'-deoxy-3'-[18F]fluorothymidine-positron emission tomography for diagnosis, staging and assessing therapy response in lung cancer	11
Detection of distant metastases and distant second primary cancers in head and neck squamous cell carcinoma: comparison of [18F]FDG PET/MRI and [18F]FDG PET/CT	11
Mimickers of novel coronavirus disease 2019 (COVID-19) on chest CT: spectrum of CT and clinical features	11
Primary and secondary tumors of the peritoneum: key imaging features and differential diagnosis with surgical and pathological correlation	11
Deep learning and radiomic feature-based blending ensemble classifier for malignancy risk prediction in cystic renal lesions	11
Brain pathological changes during neurodegenerative diseases and their identification methods: How does QSM perform in detecting this process?	11
Low-grade serous epithelial ovarian cancer: a comprehensive review and update for radiologists	11
Quantitative imaging parameters to predict the local staging of prostate cancer in intermediate- to high-risk patients	11
MRI of diffuse-type tenosynovial giant cell tumour in the knee: a guide for diagnosis and treatment response assessment	11
Mammographically occult breast cancers detected with AI-based diagnosis supporting software: clinical and histopathologic characteristics	11
Imaging features of primary sites and metastatic patterns of angiosarcoma	11
A pragmatic evidence-based approach to post-mortem perinatal imaging	11
Cystic pancreatic lesions: MR imaging findings and management	11
Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation	11
Ultrasound-guided single thoracic paravertebral nerve block and erector spinae plane block for perioperative analgesia in thoracoscopic pulmonary lobectomy: a randomized controlled trial	11
Interstitial lung abnormalities: new insights between theory and clinical practice	11
Systematic review with radiomics quality score of cholangiocarcinoma: an EuSoMII Radiomics Auditing Group Initiative	10
Myocardial extracellular volume derived from contrast-enhanced chest computed tomography for longitudinal evaluation of cardiotoxicity in patients with breast cancer treated with anthracyclines	10
Photon-counting CT allows better visualization of temporal bone structures in comparison with current generation multi-detector CT	10
Preprocedural fasting for contrast-enhanced CT: when experience meets evidence	10
Does lateral arm technique decrease the rate of clip migration in stereotactic and tomosynthesis-guided biopsies?	10
Radiomic features of breast parenchyma: assessing differences between FOR PROCESSING and FOR PRESENTATION digital mammography	10
Lesion-to-background ratio threshold value of SUVmax of simultaneous [68Ga]Ga-PSMA-11 PET/MRI imaging in patients with prostate cancer	10
Multimodality imaging of renal lymphoma and its mimics	10
Reproducibility of 2D versus 3D radiomics for quantitative assessment of fetal lung development: a retrospective fetal MRI study	10
Reperfusion injury on computed tomography following endovascular revascularization of acute mesenteric ischemia: prevalence, risk factors, and patient outcome	10
Quantitative analysis of metal artifact reduction in total hip arthroplasty using virtual monochromatic imaging and orthopedic metal artifact reduction, a phantom study	10
Implementation of structured reporting in clinical routine: a review of 7 years of institutional experience	10
Cost-effectiveness of the implementation of [68Ga]Ga-PSMA-11 PET/CT at initial prostate cancer staging	10
Meniscal ramp lesions: an illustrated review	10
A pictorial review of the utility of CEUS in thoracic biopsies	10
CT angiography for the assessment of EVAR complications: a pictorial review	10
Prevalence and risk factors for lung involvement on low-dose chest CT (LDCT) in a paucisymptomatic population of 247 patients affected by COVID-19	10
A systematic review of radiomics in pancreatitis: applying the evidence level rating tool for promoting clinical transferability	10
Multimodality imaging of neurodegenerative disorders with a focus on multiparametric magnetic resonance and molecular imaging	10
What MRI-based tumor size measurement is best for predicting long-term survival in uterine cervical cancer?	10
Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper	10
Spinal disorders mimicking infection	9
Quantitative ultrasound shear wave elastography (USWE)-measured tissue stiffness correlates with PIRADS scoring of MRI and Gleason score on whole-mount histopathology of prostate cancer: implications	9
Transperineal ultrasound-guided prostate biopsy: what the radiologist needs to know	9
Optimizing integrated imaging service delivery by tier in low-resource health systems	9
Anatomical variation of the sacroiliac joints: an MRI study with synthetic CT images	9
The role of CT imaging for management of COVID-19 in epidemic area: early experience from a University Hospital	9
MRI findings prior to return to play as predictors of reinjury in professional athletes: a novel decision-making tool	9
Changes of radiological examination volumes over the course of the COVID-19 pandemic: a comprehensive analysis of the different waves of infection	9
Incidental findings in and around the prostate on prostate MRI: a pictorial review	9
Imaging of congenital lung diseases presenting in the adulthood: a pictorial review	9
Three-dimensional multifrequency magnetic resonance elastography improves preoperative assessment of proliferative hepatocellular carcinoma	9
Characteristics and outcomes of anterior mediastinal cystic lesions diagnosed on chest MRI: implications for management of cystic lesions	9
Dual-energy CT with virtual monoenergetic images to improve the visualization of pancreatic supplying arteries: the normal anatomy and variations	9
Performance comparison of ultrasonography and magnetic resonance imaging in their diagnostic accuracy of placenta accreta spectrum disorders: a systematic review and meta-analysis	9
Infiltrative pattern of metastatic invasive lobular breast carcinoma in the abdomen: a pictorial review	9
Imaging findings of malignant skin tumors: radiological–pathological correlation	9
A deep learning model using chest X-ray for identifying TB and NTM-LD patients: a cross-sectional study	9
CT angiography and MRI of hand vascular lesions: technical considerations and spectrum of imaging findings	9
AI in breast screening mammography: breast screening readers' perspectives	9
An updated systematic review of radiomics in osteosarcoma: utilizing CLAIM to adapt the increasing trend of deep learning application in radiomics	9
T2-weighted MRI-based radiomics for discriminating between benign and borderline epithelial ovarian tumors: a multicenter study	9
Prognostic role of computed tomography-based, artificial intelligence-driven waist skeletal muscle volume in uterine endometrial carcinoma	9
Lean body weight versus total body weight to calculate the iodinated contrast media volume in abdominal CT: a randomised controlled trial	9
Enhanced CT-based radiomics predicts pathological complete response after neoadjuvant chemotherapy for advanced adenocarcinoma of the esophagogastric junction: a two-center study	9
Deep learning image reconstruction algorithm for carotid dual-energy computed tomography angiography: evaluation of image quality and diagnostic performance	9
Quality assurance for automatically generated contours with additional deep learning	8
MRI appearances of hepatic epithelioid hemangioendothelioma: a retrospective study of 57 patients	8
Chronic nonbacterial osteomyelitis: the role of whole-body MRI	8
MRI anatomy of the rectum: key concepts important for rectal cancer staging and treatment planning	8
Promoting the use of the PRECISE score for prostate MRI during active surveillance: results from the ESOR Nicholas Gourtsoyiannis teaching fellowship	8
Communicating imaging findings in peritoneal mesothelioma: the impact of ‘PAUSE’ on surgical decision-making	8
Utilization of CT and MRI scanning in Taiwan, 2000–2017	8
Efficient structured reporting in radiology using an intelligent dialogue system based on speech recognition and natural language processing	8
Adhesion-related small bowel obstruction: deep learning for automatic transition-zone detection by CT	8
MRI of acute neck infections: evidence summary and pictorial review	8
Deep learning enables automated MRI-based estimation of uterine volume also in patients with uterine fibroids undergoing high-intensity focused ultrasound therapy	8
ESR EuroSafe Imaging and its role in promoting radiation protection – 6 years of success	8
MRI of endometriosis in correlation with the #Enzian classification: applicability and structured report	8
Assessing diagnostic radiology knowledge among Syrian medical undergraduates	8
Intra- and peri-tumoral MRI radiomics features for preoperative lymph node metastasis prediction in early-stage cervical cancer	8
Artifact reduction in contrast-enhanced mammography	8
Trends of interventional radiology procedures during the COVID-19 pandemic: the first 27 weeks in the eye of the storm	8
Saliency-based 3D convolutional neural network for categorising common focal liver lesions on multisequence MRI	8
Potential role of epicardial adipose tissue as a biomarker of anthracycline cardiotoxicity	8
Radiomics-based analysis of CT imaging for the preoperative prediction of invasiveness in pure ground-glass nodule lung adenocarcinomas	8
Predictive ability of CT findings in the differentiation of complicated and uncomplicated appendicitis: a retrospective investigation of 201 patients undergone appendectomy at initial admission	8
Multi-modal artificial intelligence for the combination of automated 3D breast ultrasound and mammograms in a population of women with predominantly dense breasts	8
The 100 top-cited meta-analyses of diagnostic accuracy in radiology journals: a bibliometric analysis	8
Comparison of a deep learning-accelerated T2-weighted turbo spin echo sequence and its conventional counterpart for female pelvic MRI: reduced acquisition times and improved image quality	8
Statement of the Italian Association of Medical Physics (AIFM) task group on radiation dose monitoring systems	8
Automatic segmentation of prostate zonal anatomy on MRI: a systematic review of the literature	8
Preliminary report on harmonization of features extraction process using the ComBat tool in the multi-center “Blue Sky Radiomics” study on stage III unresectable NSCLC	8
Imaging of parotid anomalies in infants and children	8
Readability of patient education materials related to radiation safety: What are the implications for patient-centred radiology care?	8