Insights Into Imaging

Article	Citations
Radiomics in medical imaging—“how-to” guide and critical reflection	593
Workload for radiologists during on-call hours: dramatic increase in the past 15 years	75
COVID-19 pneumonia: the great radiological mimicker	74
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII	68
Persistent left superior vena cava: clinical importance and differential diagnoses	67
Imaging diagnosis and staging of pancreatic ductal adenocarcinoma: a comprehensive review	67
Axillary lymphadenopathy at the time of COVID-19 vaccination: ten recommendations from the European Society of Breast Imaging (EUSOBI)	50
Clinical applications of artificial intelligence and radiomics in neuro-oncology imaging	49
Convolutional neural networks for brain tumour segmentation	48
Understanding PI-QUAL for prostate MRI quality: a practical primer for radiologists	44
Quantitative ultrasound imaging of soft biological tissues: a primer for radiologists and medical physicists	43
Diagnostic Reference Levels based on clinical indications in computed tomography: a literature review	42
Multiparametric MRI: practical approach and pictorial review of a useful tool in the evaluation of brain tumours and tumour-like lesions	41
Tackling the increasing contamination of the water supply by iodinated contrast media	39
CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies	38
Imaging side effects and complications of chemotherapy and radiation therapy: a pictorial review from head to toe	37
High-risk lesions of the breast: concurrent diagnostic tools and management recommendations	37
Workload of diagnostic radiologists in the foreseeable future based on recent scientific advances: growth expectations and role of artificial intelligence	36
Early experiences of radiographers in Ireland during the COVID-19 crisis	36
Radiological manifestations of thoracic hydatid cysts: pulmonary and extrapulmonary findings	35
ESR Statement on the Validation of Imaging Biomarkers	35
Current practical experience with artificial intelligence in clinical radiology: a survey of the European Society of Radiology	35
Extrapulmonary tuberculosıs: an old but resurgent problem	34
Follow-up after radiological intervention in oncology: ECIO-ESOI evidence and consensus-based recommendations for clinical practice	33
A critical review on altmetrics: can we measure the social impact factor?	33

Imaging diagnosis of metastatic breast cancer	33
Integrative radiogenomics for virtual biopsy and treatment monitoring in ovarian cancer	32
Structured reporting of chest CT in COVID-19 pneumonia: a consensus proposal	32
Measuring the bias of incorrect application of feature selection when using cross-validation in radiomics	32
Imaging foreign bodies in head and neck trauma: a pictorial review	32
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging	31
Blended learning of radiology improves medical students’ performance, satisfaction, and engagement	31
Do we still need breast cancer screening in the era of targeted therapies and precision medicine?	31
Position statement and best practice recommendations on the imaging use of ultrasound from the European Society of Radiology ultrasound subcommittee	31
Spectral CT of the abdomen: Where are we now?	30
Osteoid osteoma: the great mimicker	30
European Society of Emergency Radiology: guideline on radiological polytrauma imaging and service (short version)	30
Comparative performance of fully-automated and semi-automated artificial intelligence methods for the detection of clinically significant prostate cancer on MRI: a systematic review	29
Challenge of prostate MRI segmentation on T2-weighted images: inter-observer variability and impact of prostate morphology	29
Artificial intelligence in medical imaging practice in Africa: a qualitative content analysis study of radiographers’ perspectives	28
Deep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat–water decomposition MRI	28
Adenocarcinoma of the lung: from BAC to the future	27
Diagnostic methods and therapeutic options of uveal melanoma with emphasis on MR imaging—Part I: MR imaging with pathologic correlation and technical considerations	27
Errors, discrepancies and underlying bias in radiology with case examples: a pictorial review	26
MRI of rectal cancer—relevant anatomy and staging key points	26
Bringing AI to the clinic: blueprint for a vendor-neutral AI deployment infrastructure	26
Multimodality imaging features of desmoid tumors: a head-to-toe spectrum	24
Testicular tumours in children: an approach to diagnosis and management with pathologic correlation	24
Not all biases are bad: equitable and inequitable biases in machine learning and radiology	24
The identity and role of the radiologist in 2020: a survey among ESR full radiologist members	24
Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment	24
Rhino-orbito-cerebral Mucormycosis: Pictorial Review	24
European consensus on patient contact shielding	23
Machine learning-based CT radiomics approach for predicting WHO/ISUP nuclear grade of clear cell renal cell carcinoma: an exploratory and comparative study	23
Evaluation of the bronchial arteries: normal findings, hypertrophy and embolization in patients with hemoptysis	22
Diagnostic methods and therapeutic options of uveal melanoma with emphasis on MR imaging—Part II: treatment indications and complications	22
Image-guided percutaneous ablation for the treatment of lung malignancies: current state of the art	22
Artificial intelligence-based education assists medical students’ interpretation of hip fracture	22
The inferior vena cava: anatomical variants and acquired pathologies	21
Magnetic resonance imaging for deep infiltrating endometriosis: current concepts, imaging technique and key findings	21
MRI-detected extramural venous invasion of rectal cancer: Multimodality performance and implications at baseline imaging and after neoadjuvant therapy	21
Active surveillance of small renal masses	21
Re-staging and follow-up of rectal cancer patients with MR imaging when “Watch-and-Wait” is an option: a practical guide	21
Sports-related lower limb muscle injuries: pattern recognition approach and MRI review	20
A team-based competition for undergraduate medical students to learn radiology within the virtual world Second Life	19
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	18
Emerging role of 18F-FDG PET/CT in Castleman disease: a review	18
Microbleeds show a characteristic distribution in cerebral fat embolism	18
A meta-analysis of the diagnostic performance of machine learning-based MRI in the prediction of axillary lymph node metastasis in breast cancer patients	17
Current updates in machine learning in the prediction of therapeutic outcome of hepatocellular carcinoma: what should we know?	17
Colorectal liver metastases: radiopathological correlation	17
Postmortem brain 7T MRI with minimally invasive pathological correlation in deceased COVID-19 subjects	17
Radiology in the era of value-based healthcare: a multi-society expert statement from the ACR, CAR, ESR, IS3R, RANZCR, and RSNA	17
Traumatic and non-traumatic bone marrow edema in ankle MRI: a pictorial essay	17
Synchronous distance teaching of radiology clerkship promotes medical students’ learning and engagement	17

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	17
The role of generative adversarial networks in brain MRI: a scoping review	17
Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI	17
Spectrum of liver lesions hyperintense on hepatobiliary phase: an approach by clinical setting	17
Impact of the COVID-19 outbreak on the profession and psychological wellbeing of radiologists: a nationwide online survey	17
A systematic review and meta-analysis on the differentiation of glioma grade and mutational status by use of perfusion-based magnetic resonance imaging	16
Differential diagnoses of COVID-19 pneumonia: the current challenge for the radiologist—a pictorial essay	16
Pre- and post-operative imaging of cochlear implants: a pictorial review	16
A primer on deep learning and convolutional neural networks for clinicians	16
The role of lung ultrasound in COVID-19 disease	16
Magnetism of materials: theory and practice in magnetic resonance imaging	16
Deep learning based on ultrasound images assists breast lesion diagnosis in China: a multicenter diagnostic study	16
Multimodality approach to the nipple-areolar complex: a pictorial review and diagnostic algorithm	15
Many faces of acute bowel ischemia: overview of radiologic staging	15
An analysis of key indicators of reproducibility in radiology	15
Dosimetric quantities and effective dose in medical imaging: a summary for medical doctors	15
The role of chest imaging in the diagnosis, management, and monitoring of coronavirus disease 2019 (COVID-19)	15
Value-based radiology: what is the ESR doing, and what should we do in the future?	15
Breast MRI during pregnancy and lactation: clinical challenges and technical advances	15
Computed tomography radiation doses for common computed tomography examinations: a nationwide dose survey in United Arab Emirates	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
Understanding patient needs and gaps in radiology reports through online discussion forum analysis	15
Differential diagnosis of uncommon prostate diseases: combining mpMRI and clinical information	15
Evaluation of the dependence of radiomic features on the machine learning model	15
Automatic cardiac evaluations using a deep video object segmentation network	15
Radiology departments as COVID-19 entry-door might improve healthcare efficacy and efficiency, and emergency department safety	14
Investigating the sub-regions of the superior parietal cortex using functional magnetic resonance imaging connectivity	14
Computed tomography-based multiple body composition parameters predict outcomes in Crohn’s disease	14
The role of radiologist in the changing world of healthcare: a White Paper of the European Society of Radiology (ESR)	14
Improving justification of medical exposures using ionising radiation: considerations and approaches from the European Society of Radiology	14
Single-center versus multi-center biparametric MRI radiomics approach for clinically significant peripheral zone prostate cancer	14
Patient survey of value in relation to radiology: results from a survey of the European Society of Radiology (ESR) value-based radiology subcommittee	14
Factors affecting the value of diffusion-weighted imaging for identifying breast cancer patients with pathological complete response on neoadjuvant systemic therapy: a systematic review	14
Role of advanced imaging in COVID-19 cardiovascular complications	14
Mimickers of breast malignancy: imaging findings, pathologic concordance and clinical management	14
Imaging of gallbladder metastasis	14
MAIC–10 brief quality checklist for publications using artificial intelligence and medical images	14
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC	14
Optimization of contrast medium volume for abdominal CT in oncologic patients: prospective comparison between fixed and lean body weight-adapted dosing protocols	14
MRI-based radiomics analysis improves preoperative diagnostic performance for the depth of stromal invasion in patients with early stage cervical cancer	14
A preliminary study of synthetic magnetic resonance imaging in rectal cancer: imaging quality and preoperative assessment	13
Computed tomography imaging of septic shock. Beyond the cause: the “CT hypoperfusion complex”. A pictorial essay	13
Role of imaging in visceral vascular emergencies	13
Clinical and radiological features of lung disorders related to connective-tissue diseases: a pictorial essay	13
MRI-assessed tumor-free distance to serosa predicts deep myometrial invasion and poor outcome in endometrial cancer	13
Evidence levels in radiology: the insights into imaging approach	13
Bone up on spinal osseous lesions: a case review series	13
Imaging features of COVID-19-associated secondary sclerosing cholangitis on magnetic resonance cholangiopancreatography: a retrospective analysis	12
Interventional radiology and artificial intelligence in radiology: Is it time to enhance the vision of our medical students?	12
Dual-energy CT with virtual monoenergetic images and iodine maps improves tumor conspicuity in patients with pancreatic ductal adenocarcinoma	12
CT facilitates improved diagnosis of adult intestinal malrotation: a 7-year retrospective study based on 332 cases	12
How to establish and use local diagnostic reference levels: an ESR EuroSafe Imaging expert statement	12
The assessment of image quality and diagnostic value in X-ray images: a survey on radiographers’ reasons for rejecting images	12
Topological data analysis in medical imaging: current state of the art	12
The current state of knowledge on imaging informatics: a survey among Spanish radiologists	12
Computed tomography in acute intracerebral hemorrhage: neuroimaging predictors of hematoma expansion and outcome	12
The role of contrast-enhanced ultrasound (CEUS) in the evaluation of scrotal trauma: a review	12
Noninvasive assessment of kidney dysfunction in children by using blood oxygenation level-dependent MRI and intravoxel incoherent motion diffusion-weighted imaging	12
Radiology residency training in China: results from the first retrospective nationwide survey	11
Diagnosing sarcopenia and myosteatosis based on chest computed tomography images in healthy Chinese adults	11
Online teaching in radiology as a pilot model for modernizing medical education: results of an international study in cooperation with the ESR	11
Computed tomography in traumatic orbital emergencies: a pictorial essay—imaging findings, tips, and report flowchart	11
T-staging pulmonary oncology from radiological reports using natural language processing: translating into a multi-language setting	11
Automated segmentation of liver segment on portal venous phase MR images using a 3D convolutional neural network	11
Improving radiologic communication in oncology: a single-centre experience with structured reporting for cancer patients	11
Dual-energy CT angiography reveals high prevalence of perfusion defects unrelated to pulmonary embolism in COVID-19 lesions	11
Improving workflow in prostate MRI: AI-based decision-making on biparametric or multiparametric MRI	11
Limitations of cardiothoracic ratio derived from chest radiographs to predict real heart size: comparison with magnetic resonance imaging	11
Low-grade serous epithelial ovarian cancer: a comprehensive review and update for radiologists	11
Standardisation of prostate multiparametric MRI across a hospital network: a London experience	11
Automated detection of lung cancer-caused metastasis by classifying scintigraphic images using convolutional neural network with residual connection and hybrid attention mechanism	11
Dynamic MRI for articulating joint evaluation on 1.5 T and 3.0 T scanners: setup, protocols, and real-time sequences	11
Role of diagnostic imaging in psoriatic arthritis: how, when, and why	11
Multimodal molecular imaging evaluation for early diagnosis and prognosis of cholangiocarcinoma	11
18F-FDG PET/CT-based radiomics nomogram could predict bone marrow involvement in pediatric neuroblastoma	11
Diagnostic accuracy of ultrasonography in the assessment of anterior knee pain	11
Ultrasound elastography in the assessment of post-stroke muscle stiffness: a systematic review	11
Significance of intra-nodular vessel sign in differentiating benign and malignant pulmonary ground-glass nodules	11
ECR 2020 Book of Abstracts	11
Vulvar cancer staging: guidelines of the European Society of Urogenital Radiology (ESUR)	11

Fully automated pelvic bone segmentation in multiparameteric MRI using a 3D convolutional neural network	11
Multiparametric MRI evaluation of bone sarcomas in children	11
Mimickers of novel coronavirus disease 2019 (COVID-19) on chest CT: spectrum of CT and clinical features	11
ESR white paper: blockchain and medical imaging	11
Insight into gastrointestinal heterotopic pancreas: imaging evaluation and differential diagnosis	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
Quantitative analysis of metal artifact reduction in total hip arthroplasty using virtual monochromatic imaging and orthopedic metal artifact reduction, a phantom study	10
Muscle elasticity is different in individuals with diastasis recti abdominis than healthy volunteers	10
Ultrasound-guided single thoracic paravertebral nerve block and erector spinae plane block for perioperative analgesia in thoracoscopic pulmonary lobectomy: a randomized controlled trial	10
What's that smell? A pictorial review of the olfactory pathways and imaging assessment of the myriad pathologies that can affect them	10
Role of the radiologist in the diagnosis and management of the two forms of hepatic echinococcosis	10
Three-dimensional preoperative planning in the weight-bearing state: validation and clinical evaluation	10
Primary breast tuberculosis: imaging findings of a rare disease	10
Spinal osteoblastoma: a retrospective study of 35 patients’ imaging findings with an emphasis on MRI	10
Imaging diagnosis of classical and new pneumoconiosis: predominant reticular HRCT pattern	10
How does DICOM support big data management? Investigating its use in medical imaging community	10
Enhancing clinician and patient understanding of radiology reports: a scoping review of international guidelines	10
Considerations for artificial intelligence clinical impact in oncologic imaging: an AI4HI position paper	9
Dual-energy CT with virtual monoenergetic images to improve the visualization of pancreatic supplying arteries: the normal anatomy and variations	9
Comparison of three embolic materials at partial splenic artery embolization for hypersplenism: clinical, laboratory, and radiological outcomes	9
Radiology artificial intelligence, a systematic evaluation of methods (RAISE): a systematic review protocol	9
RECIST 1.1 and lesion selection: How to deal with ambiguity at baseline?	9
Radiomic features of breast parenchyma: assessing differences between FOR PROCESSING and FOR PRESENTATION digital mammography	9
Imaging features and differential diagnoses of non-neoplastic diffuse mediastinal diseases	9
Interstitial lung abnormalities: new insights between theory and clinical practice	9
A systematic review of radiomics in pancreatitis: applying the evidence level rating tool for promoting clinical transferability	9
Performance indicators for radiation protection management: suggestions from the European Society of Radiology	9
Artificial intelligence for radiological paediatric fracture assessment: a systematic review	9
Diffusion processes modeling in magnetic resonance imaging	9
Pneumonic-type lung adenocarcinoma with different ranges exhibiting different clinical, imaging, and pathological characteristics	9
The needle and the damage done: musculoskeletal and vascular complications associated with injected drug use	9
CT imaging of peritoneal carcinomatosis with surgical correlation: a pictorial review	9
MRI of diffuse-type tenosynovial giant cell tumour in the knee: a guide for diagnosis and treatment response assessment	9
Deep learning and radiomic feature-based blending ensemble classifier for malignancy risk prediction in cystic renal lesions	9
Brain pathological changes during neurodegenerative diseases and their identification methods: How does QSM perform in detecting this process?	9
Multi-nuclear magnetic resonance spectroscopy: state of the art and future directions	9
CT angiography and MRI of hand vascular lesions: technical considerations and spectrum of imaging findings	9
Clinical value of 3'-deoxy-3'-[18F]fluorothymidine-positron emission tomography for diagnosis, staging and assessing therapy response in lung cancer	8
A pictorial review of the utility of CEUS in thoracic biopsies	8
Systematic review with radiomics quality score of cholangiocarcinoma: an EuSoMII Radiomics Auditing Group Initiative	8
Improving the diagnosis of acute ischemic stroke on non-contrast CT using deep learning: a multicenter study	8
Myocardial extracellular volume derived from contrast-enhanced chest computed tomography for longitudinal evaluation of cardiotoxicity in patients with breast cancer treated with anthracyclines	8
Active pulmonary tuberculosis: something old, something new, something borrowed, something blue	8
Artificial intelligence abstracts from the European Congress of Radiology: analysis of topics and compliance with the STARD for abstracts checklist	8
Fast acquisition abdominal MRI study for the investigation of suspected acute appendicitis in paediatric patients	8
Incidental findings in and around the prostate on prostate MRI: a pictorial review	8
Quantitative imaging parameters to predict the local staging of prostate cancer in intermediate- to high-risk patients	8
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	8
Statement of the Italian Association of Medical Physics (AIFM) task group on radiation dose monitoring systems	8
CT angiography for the assessment of EVAR complications: a pictorial review	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
The role of CT imaging for management of COVID-19 in epidemic area: early experience from a University Hospital	8
Performance comparison of ultrasonography and magnetic resonance imaging in their diagnostic accuracy of placenta accreta spectrum disorders: a systematic review and meta-analysis	8
An Africa point of view on quality and safety in imaging	8
The 100 top-cited meta-analyses of diagnostic accuracy in radiology journals: a bibliometric analysis	8
A review on advances in 18F-FDG PET/CT radiomics standardisation and application in lung disease management	8
Lesion-to-background ratio threshold value of SUVmax of simultaneous [68Ga]Ga-PSMA-11 PET/MRI imaging in patients with prostate cancer	8
Communicating imaging findings in peritoneal mesothelioma: the impact of ‘PAUSE’ on surgical decision-making	8
Mammographically occult breast cancers detected with AI-based diagnosis supporting software: clinical and histopathologic characteristics	8
Trends of interventional radiology procedures during the COVID-19 pandemic: the first 27 weeks in the eye of the storm	8
Reappraising the clinical usability of consolidation-to-tumor ratio on CT in clinical stage IA lung cancer	8
Subspecialized radiological reporting reduces radiology report turnaround time	8
Cystic pancreatic lesions: MR imaging findings and management	8
Does lateral arm technique decrease the rate of clip migration in stereotactic and tomosynthesis-guided biopsies?	8
What MRI-based tumor size measurement is best for predicting long-term survival in uterine cervical cancer?	8