Cancer Imaging

Article	Citations
Survival impact of a KEAP1-NFE2L2 radiomics model in PDL1 ≥ 50% non-small cell lung cancer treated with pembrolizumab: the PEMBROMIC study	95
Contrast-enhanced ultrasound quantitative parameters for predicting benign and malignant greater omentum lesions: an applied study	85
Prediction of lateral lymph node metastasis with short diameter less than 8 mm in papillary thyroid carcinoma based on radiomics	80
Whole-tumoral metabolic heterogeneity in 18F-FDG PET/CT is a novel prognostic marker for neuroblastoma	67
A whole-body diffusion MRI normal atlas: development, evaluation and initial use	48
Predicting malignant risk of ground-glass nodules using convolutional neural networks based on dual-time-point 18F-FDG PET/CT	48
Ultrasound-guided percutaneous core biopsy of renal sinus masses: diagnostic yield, safety, and clinical impact	46
Intravoxel incoherent motion imaging combined with diffusion kurtosis imaging to assess the response to radiotherapy in a rabbit VX2 malignant bone tumor model	38
Predicting first-line VEGFR-TKI resistance and survival in metastatic clear cell renal cell carcinoma using a clinical-radiomic nomogram	35
Targeted sequencing of DNA/RNA combined with radiomics predicts lymph node metastasis of papillary thyroid carcinoma	34
Optimisation of low and ultra-low dose scanning protocols for ultra-extended field of view PET in a real-world clinical setting	32
Clinical application of machine learning models in patients with prostate cancer before prostatectomy	30
Comparison of the diagnostic accuracy of enhanced-CT and double contrast-enhanced ultrasound for preoperative T-staging of gastric cancer: a meta-analysis	30
Systematic effects of patient factors and scanner/protocol factors on a Restriction Spectrum Imaging (RSI) quantitative MRI biomarker for prostate cancer	29
A deep learning model to enhance the classification of primary bone tumors based on incomplete multimodal images in X-ray, CT, and MRI	29
Multi-center evaluation of machine learning-based radiomic model in predicting disease free survival and adjuvant chemotherapy benefit in stage II colorectal cancer patients	29
The prognostic significance of semi-quantitative metabolic parameters and tumoral metabolic activity based on 123I-MIBG SPECT/CT in pretreatment neuroblastoma patients	28
Preoperative low-attenuation area on computed tomography is associated with recurrence after curative resection for non-small-cell lung cancer	28
Application Value of a nomogram integrating contrast-enhanced CT radiomics and clinical indicators in evaluating lymph node metastasis in pediatric peripheral neuroblastoma	28
An MRI-based radiomics nomogram for differentiating spinal metastases from multiple myeloma	28
Parameter-driven habitat imaging based on intravoxel incoherent motion MRI for preoperative prediction of muscle invasion in bladder cancer	27
Evaluation of 3D ARFI imaging of prostate cancer: diagnostic reliability and concordance with MpMRI	27
Response assessment in rectal cancer undergoing total neoadjuvant therapy: decision tree analysis integrating contrast enhanced T1-weighted MRI	27
Semiautomated pelvic lymph node treatment response evaluation for patients with advanced prostate cancer: based on MET-RADS-P guidelines	27
Diagnostic performance and prognostic value of preoperative 18F-FDG PET/CT in renal cell carcinoma patients with venous tumor thrombus	25

The CT colonography radiology and data system: history, updates, and future directions	25
Evaluation of audiovisual and auditory interventions on exam anxiety during whole-body magnetic resonance imaging in cancer patients: a quasi-experimental study	24
Radiomics predicts the prognosis of patients with clear cell renal cell carcinoma by reflecting the tumor heterogeneity and microenvironment	24
Predicting prognosis of nasopharyngeal carcinoma based on deep learning: peritumoral region should be valued	24
A transformer-based multi-task deep learning model for simultaneous infiltrated brain area identification and segmentation of gliomas	23
Glymphatic system dysfunction and cerebrospinal fluid retention in gliomas: evidence from perivascular space diffusion and volumetric analysis	23
Elastography for distinguishing lymphoma from benign and metastatic lymphadenopathy: a systematic review and Bayesian meta-analysis	23
Multi-class brain tumor MRI segmentation and classification using deep learning and machine learning approaches	23
Contrast-enhanced ultrasound for diagnosing subtypes of intrahepatic cholangiocarcinoma: a comparative study with poorly differentiated hepatocellular carcinoma	23
Geographic variability in contemporary utilization of PET imaging for prostate cancer: a medicare claims cohort study	23
Imaging appearances, CT evolution patterns, and surgical prognosis of stage I lung squamous cell carcinoma	23
3D airway geometry analysis of factors in airway navigation failure for lung nodules	22
Preoperative splenic area as a prognostic biomarker of early-stage non-small cell lung cancer	22
Change in diffusion weighted imaging after induction chemotherapy outperforms RECIST guideline for long-term outcome prediction in advanced nasopharyngeal carcinoma	22
Prognostic value of the tumor-to-liver density ratio in patients with metastatic colorectal cancer treated with bevacizumab-based chemotherapy. A post-hoc study of the STIC-AVASTIN trial	21
Qualitative and quantitative analysis of solid renal tumors by high-frame-rate contrast-enhanced ultrasound	21
The diagnostic value of contrast-enhanced ultrasonography in breast ductal abnormalities	20
HCC portal hypertension imaging score derived from CT predicts re-bleeding and mortality after acute variceal bleeding	20
Proceedings of the 24th International Cancer Imaging Society Meeting and Annual Teaching Course	20
Habitat-based imaging and peritumoral radiomics on ultrasound images for predicting lymphovascular invasion in breast invasive ductal carcinoma: a two-center study	20
Value of high frame rate contrast enhanced ultrasound in gallbladder wall thickening in non-acute setting	20
Clinicopathological and computed tomography features of patients with early-stage non-small-cell lung cancer harboring ALK rearrangement	20
Development and multicohort external validation of a preoperative [18F]PSMA-1007 PET-derived deep learning score and multimodal model for predicting biochemical recurrence-free survival after radical	20
Differentiating pancreatic from periampullary non-pancreatic cancer: a nomogram-based prediction model utilizing CT imaging	19
Development and validation of MRI-derived deep learning score for non-invasive prediction of PD-L1 expression and prognostic stratification in head and neck squamous cell carcinoma	19
Spectral CT imaging for assessment of metastases in melanoma patients: multi-reader evaluation	19
Deep learning-based fully automated detection and segmentation of pelvic lymph nodes on diffusion-weighted images for prostate cancer: a multicenter study	19
Application of preoperative advanced diffusion magnetic resonance imaging in evaluating the postoperative recurrence of lower grade gliomas	19
Study on predicting microsatellite instability in rectal cancer using T2 mapping combined with ADC value	18
Microstructure mapping with time-dependent diffusion MRI differentiates primary central nervous system lymphoma from glioblastoma	18
Differentiating brain metastasis from glioblastoma by time-dependent diffusion MRI	18
Patterns of pseudoprogression across different cancer entities treated with immune checkpoint inhibitors	18
Diagnostic performance of prospective same-day 18F-FDG PET/MRI and 18F-FDG PET/CT in the staging and response assessment of lymphoma	18
Clinical value of SUVpeak-to-tumor centroid distance on FDG PET/CT for predicting neoadjuvant chemotherapy response in patients with breast cancer	18
Proceedings of the International Cancer Imaging Society Meeting and 21st Annual Teaching Course	18
Image analysis: 68Ga-FAPI-46 PET derived texture parameters improve the differentiation of malignant and benign pulmonary lesions	17
Early radiological response pattern predicts long-term response in patients with non-small cell lung cancer treated with immune-checkpoint inhibitors	17
Development and validation of the multidimensional machine learning model for preoperative risk stratification in papillary thyroid carcinoma: a multicenter, retrospective cohort study	16
Arterial spin labeling and diffusion-weighted imaging for identification of retropharyngeal lymph nodes in patients with nasopharyngeal carcinoma	16
Thermal ablation for pulmonary oligometastases from hepatocellular carcinoma: initial experience and retrospective study	16
Surviving childhood cancer: the hidden threat of second malignancies	16
Development and evaluation of a deep learning framework for pelvic and sacral tumor segmentation from multi-sequence MRI: a retrospective study	16
Tumor classification of gastrointestinal liver metastases using CT-based radiomics and deep learning	16
Thoracic high resolution computed tomography evaluation of imaging abnormalities of 108 lung cancer patients with different pulmonary function	16
A call for objectivity: Radiologists’ proposed wishlist for response evaluation in solid tumors (RECIST 1.1)	15
Nomogram based on spectral CT quantitative parameters and typical radiological features for distinguishing benign from malignant thyroid micro-nodules	15
Dual-layer spectral detector computed tomography multiparameter machine learning model for prediction of lymph node metastases in esophageal squamous cell carcinoma	15
The role of dynamic, static, and delayed total-body PET imaging in the detection and differential diagnosis of oncological lesions	15
Detection of solid and subsolid pulmonary nodules with lung MRI: performance of UTE, T1 gradient-echo, and single-shot T2 fast spin echo	15
PSMA expression assessed by [18F]PSMA-1007 PET/CT imaging in metastatic hormone-sensitive prostate cancer patients treated with apalutamide	15

Human–AI interaction in a cancer-enriched double-reading breast screening cohort: diagnostic accuracy and second-reader behavior	15
Intratumoral and peritumoral MRI-based radiomics prediction of histopathological grade in soft tissue sarcomas: a two-center study	15
Predicting lymph node metastasis in papillary thyroid carcinoma: radiomics using two types of ultrasound elastography	14
Tumor size measurements of pancreatic cancer with neoadjuvant therapy based on RECIST guidelines: is MRI as effective as CT?	14
Does clinical T1N0 GGN really require checking for distant metastasis during initial staging for lung cancer?	14
Development and validation of ultrasound-based radiomics model to predict germline BRCA mutations in patients with breast cancer	14
Contrast enhanced ultrasound of liver lesions in patients treated for childhood malignancies	14
Thyroid imaging reporting and data system with MRI morphological features for thyroid nodules: diagnostic performance and unnecessary biopsy rate	14
PSMA-PET-derived distance features as biomarkers for predicting outcomes in primary prostate cancer post-radical prostatectomy	13
Cancer predisposition syndromes: an imaging review	13
Personalized prediction of immunotherapy response in lung cancer patients using advanced radiomics and deep learning	13
Efficacy of targeted chemokine receptor 4 PET/CT in evaluating active lesions in multiple myeloma, comparison to 18F-FDG PET/CT	13
Inter-observer variation in two-dimensional and three-dimensional ultrasound measurement of papillary thyroid microcarcinoma	13
Development of a nomogram for predicting extramural venous invasion in colon cancer using spectral CT multiparameter imaging	13
Prediction of relapsed/refractory primary central nervous system lymphoma using pre-chemotherapy ITSS grade on SWI and pre-/post-chemotherapy ADC parameters on DWI	13
Using tumor habitat-derived radiomic analysis during pretreatment 18F-FDG PET for predicting KRAS/NRAS/BRAF mutations in colorectal cancer	13
A clinical-radiomics nomogram based on dual-layer spectral detector CT to predict cancer stage in pancreatic ductal adenocarcinoma	13
The value of 18F-FDG PET/CT and 18F-DOPA PET/CT in determining the initial surgical strategy of patients with medullary thyroid cancer	12
Longitudinal CE-MRI-based Siamese network with machine learning to predict tumor response in HCC after DEB-TACE	12
Prognostic value of CT-based radiomics in grade 1–2 pancreatic neuroendocrine tumors	12
Early biomarkers of extracapsular extension of prostate cancer using MRI-derived semantic features	12
Multiparametric detection and outcome prediction of pancreatic cancer involving dual-energy CT, diffusion-weighted MRI, and radiomics	12
Value of diffusion kurtosis MR imaging and conventional diffusion weighed imaging for evaluating response to first-line chemotherapy in unresectable pancreatic cancer	12
The sonographic characteristics of unicentric castleman disease - a single-center retrospective study	12
CT radiomics based on different machine learning models for classifying gross tumor volume and normal liver tissue in hepatocellular carcinoma	12
Preoperative dual-ROI mpMRI radiomics integrating intratumoral and periprostatic adipose tissue features with clinical factors for predicting positive surgical margins after radical prostatectomy	12
Application of diffusion kurtosis imaging in differentiating T0-T1 from T2 rectal tumors	12
Temporal change in skeletal muscle index as a predictor of recurrence for patients with locally advanced colorectal malignancy: a retrospective cohort study	12
Predictive value of background parenchymal enhancement on breast magnetic resonance imaging for pathological tumor response to neoadjuvant chemotherapy in breast cancers: a systematic review	12
Automated deep-learning system in the assessment of MRI-visible prostate cancer: comparison of advanced zoomed diffusion-weighted imaging and conventional technique	12
Long-axial field-of-view PET/CT: perspectives and review of a revolutionary development in nuclear medicine based on clinical experience in over 7000 patients	12
Deep learning radiomics-based prediction model of metachronous distant metastasis following curative resection for retroperitoneal leiomyosarcoma: a bicentric study	12
The prognostic role of early tumor shrinkage in patients with hepatocellular carcinoma undergoing immunotherapy	12
Effect of disappearing liver metastases during pre-ablation chemotherapy on the prognosis of percutaneous microwave ablation in synchronous colorectal liver metastases patients	12
Identification of D842V mutation in gastrointestinal stromal tumors based on CT radiomics: a multi-center study	12
Multi-parametric MRI radiomics predicts different HER2 expression in breast cancer	11
Efficacy and safety in synchronous core-needle biopsy and cryoablation for highly suspicious malignant pulmonary nodule	11
Imaging genomics of cancer: a bibliometric analysis and review	11
CT-based radiomics model to predict platinum sensitivity in epithelial ovarian carcinoma: a multicentre study	11
Development of a dual energy CT based model to assess response to treatment in patients with high grade serous ovarian cancer: a pilot cohort study	11
Growth dynamics of lung nodules: implications for classification in lung cancer screening	11
Multi-parameter MRI radiomics model in predicting postoperative progressive cerebral edema and hemorrhage after resection of meningioma	11
Percutaneous core-needle biopsy before and immediately after coaxial microwave ablation in solid non-small cell lung cancer: the comparison of genomic testing from specimens	11
Use of imaging-based dosimetry for personalising radiopharmaceutical therapy of cancer	11
Early post-treatment 18F-FDG PET/CT for predicting radiation-induced hypothyroidism in head and neck cancer	11
Hierarchical diagnosis of breast phyllodes tumors enabled by deep learning of ultrasound images: a retrospective multi-center study	11
A radiomics-based deep learning approach to predict progression free-survival after tyrosine kinase inhibitor therapy in non-small cell lung cancer	11
Clinical impact of PSMA PET/CT on the management of biochemical recurrence in prostate cancer	11
Risk stratification of advanced extranodal extension in retropharyngeal lymph nodes for nasopharyngeal carcinoma: a multi-center study	11
Impact of deep learning image reconstruction on volumetric accuracy and image quality of pulmonary nodules with different morphologies in low-dose CT	11
MRI based unsuperviced clustering on MIBC reveals intratumor heterogeneity phenotypes and neoadjuvant chemotherapy efficacy	11
[68Ga]Ga‑PSMA‑617 PET-based radiomics model to identify candidates for active surveillance amongst patients with GGG 1–2 prostate cancer at biopsy	11
Automatic rigid image Fusion of preoperative MR and intraoperative US acquired after craniotomy	11
A SHAP-interpretable XGBoost model: MRI-based intratumoral perfusion heterogeneity predicts HER2-zero, -low, and -positive ternary expression status in breast cancer	11
Prospective exploratory pilot study of 18 F-FMISO PET/CT for assessing tumor hypoxia in soft tissue sarcomas	11
Enhancing 18F-FDG PET image quality and lesion diagnostic performance across different body mass index using the deep progressive learning reconstruction algorithm	11
Same-day comparative protocol PET/CT-PET/MRI [68 Ga]Ga-DOTA-TOC in paragangliomas and pheochromocytomas: an approach to personalized medicine	11
Extending the clinical capabilities of short- and long-lived positron-emitting radionuclides through high sensitivity PET/CT	11
Prediction of axillary lymph node metastasis using a magnetic resonance imaging radiomics model of invasive breast cancer primary tumor	10
T1rho imaging of head and neck cancer: its association with pathological and immunohistochemical biomarkers in nasopharyngeal carcinoma	10
Proceedings of the 22nd International Cancer Imaging Society Meeting and Annual Teaching Course	10
Radiomics signature for dynamic changes of tumor-infiltrating CD8+ T cells and macrophages in cervical cancer during chemoradiotherapy	10
Metabolic response prediction using 68Ga-FAPI PET/CT in Non-Hodgkin lymphoma treated with chemotherapy: a pilot study	10
Precision medicine in prostate cancer: individualized treatment through radiomics, genomics, and biomarkers	10
A hierarchical fusion strategy of deep learning networks for detection and segmentation of hepatocellular carcinoma from computed tomography images	10
Diagnostic performance of PET/CT in the detection of liver metastases in well-differentiated NETs	10
Evaluation of CE-MATRIX-Enhanced FLAIR imaging in the detection of leptomeningeal metastasis	10
Preliminary outcomes of DEB-TACE loaded with raltitrexed in the treatment of unresectable or recurrent hepatocellular carcinoma	10
The performance of DWI and ADC values with different b-values for the diagnosis and staging of endometrial carcinoma at 3T	10
[18F]FAPI adds value to [18F]FDG PET/CT for diagnosing lymph node metastases in stage I-IIIA non-small cell lung cancer: a prospective study	10
Clinical and DCE-CT signs in predicting microvascular invasion in cHCC-ICC	10
Utility of the deep learning technique for the diagnosis of orbital invasion on CT in patients with a nasal or sinonasal tumor	10
Nomogram based on dual-energy computed tomography to predict the response to induction chemotherapy in patients with nasopharyngeal carcinoma: a two-center study	10
Correction: Total lesion Glycolysis of primary tumor and lymphnodes is a strong predictor for development of distant metastases in oropharyngeal carcinoma patients with independent validation in autom	10
Whole body FDG PET/MR for progression free and overall survival prediction in patients with relapsed/refractory large B-cell lymphomas undergoing CAR T-cell therapy	10
Automation of Wilms’ tumor segmentation by artificial intelligence	10
Prognostic value of PSMA PET–derived tumor volume in metastatic castration-resistant prostate cancer treated with abiraterone or enzalutamide	10
LI-RADS-based hepatocellular carcinoma risk mapping using contrast-enhanced MRI and self-configuring deep learning	10
Development and validation of intravoxel incoherent motion diffusion weighted imaging-based model for preoperative distinguishing nuclear grade and survival of clear cell renal cell carcinoma complica	10
O-RADS for assessment of adnexal lesions: current status, challenges and future directions	9

Development and validation of machine learning models for predicting no. 253 lymph node metastasis in left-sided colorectal cancer using clinical and CT-based radiomic features	9
The use of advanced imaging in guiding the further investigation and treatment of primary prostate cancer	9
Diffusion–based virtual MR elastography for predicting recurrence of solitary hepatocellular carcinoma after hepatectomy	9
CT-based multiple instance and ensemble learning for lymph node metastasis prediction in esophageal squamous cell carcinoma: a multicentre, retrospective study	9
Clinical scoring systems, molecular subtypes and baseline [18F]FDG PET/CT image analysis for prognosis of diffuse large B-cell lymphoma	9
Characteristics of 18F-FAPI-04 PET/CT in patients with peritoneal metastasis and to predict treatment efficacy, a head-to-head comparison with 18F-FDG PET/CT	9
Prevalence and characteristics of benign cartilaginous tumours of the knee joint as identified on MRI scans	9
Acinar cell carcinoma of the pancreas: can CT and MR features predict survival?	9
A nomogram based on biparametric magnetic resonance imaging for detection of clinically significant prostate cancer in biopsy-naïve patients	9
Integrating MRI-based radiomics and clinicopathological features for preoperative prognostication of early-stage cervical adenocarcinoma patients: in comparison to deep learning approach	9
Altered glymphatic-related MRI markers in children with acute lymphoblastic and myeloid leukemia at diagnosis	9
Enhancing brain metastasis prediction in non-small cell lung cancer: a deep learning-based segmentation and CT radiomics-based ensemble learning model	9
Preoperative multiclass classification of thymic mass lesions based on radiomics and machine learning	9
When PSMA is not enough: the diagnostic blind spots of PSMA PET/CT and the added value of [¹⁸F]FDG in high-risk prostate cancer: dual-tracer cohort study	9
Prognostic value of early post-treatment 18F-FDG PET/CT in diffuse large B-cell lymphoma patients receiving chimeric antigen receptor T-cell therapy	9
Comparison of quantitative whole body PET parameters on [68Ga]Ga-PSMA-11 PET/CT using ordered Subset Expectation Maximization (OSEM) vs. bayesian penalized likelihood (BPL) reconstruction algorithms i	9
Computed tomography-based radiomics nomogram for prediction of lympho-vascular and perineural invasion in esophageal squamous cell cancer patients: a retrospective cohort study	9
CT-based machine learning model integrating intra- and peri-tumoral radiomics features for predicting occult lymph node metastasis in peripheral lung cancer	9
Fusion model integrating multi-sequence MRI radiomics and habitat imaging for predicting pathological complete response in breast cancer treated with neoadjuvant therapy	9