Marta Zerunian

Pubblicazioni

Titolo Pubblicato in Anno
Fast high-quality MRI protocol of the lumbar spine with deep learning-based algorithm: an image quality and scanning time comparison with standard protocol SKELETAL RADIOLOGY 2023
Integrated radiogenomics models predict response to neoadjuvant chemotherapy in high grade serous ovarian cancer NATURE COMMUNICATIONS 2023
Deep learning-based segmentation of multisite disease in ovarian cancer EUROPEAN RADIOLOGY EXPERIMENTAL 2023
Diagnostic performance of CT lung severity score and quantitative chest CT for stratification of COVID-19 patients LA RADIOLOGIA MEDICA 2022
The Role of Chest CT Radiomics in Diagnosis of Lung Cancer or Tuberculosis. A Pilot Study DIAGNOSTICS 2022
Radiation Dose Optimization. The Role of Artificial Intelligence Artificial Intelligence in Cardiothoracic Imaging 2022
MRI techniques for the evaluation on liver fat content: comparison between different techniques ESGAR annual meeting 2022 2022
Artificial intelligence-based VS standard acquisition in upper abdomen MRI: quantitative and qualitative image analysis ECR 2022 Book of Abstract 2022
Lumbar spine MRI: comparison of novel deep learning algorithm and conventional sequences on 1.5T ECR 2022 Book of Abstracts 2022
Quantitative MRI in the evaluation of patients with non-alcoholic steatohepatitis (NASH) ECR 2022 Book of Abstracts 2022
Radiomic cancer hallmarks to identify high-risk patients in non-metastatic colon cancer CANCERS 2022
CT-based radiomics for prediction of therapeutic response to Everolimus in metastatic neuroendocrine tumors LA RADIOLOGIA MEDICA 2022
Automated identification of coronary arteries in assisting inexperienced readers: comparison between two commercial vendors DIAGNOSTICS 2022
Tumor regression grade (TRG) for gastric cancer and radiological methods on predicting response to perioperative chemotherapy. a narrative review DIGESTIVE MEDICINE RESEARCH 2022
Adrenal Lesions: A Review of Imaging DIAGNOSTICS 2022
Updates on Quantitative MRI of Diffuse Liver Disease. A Narrative Review BIOMED RESEARCH INTERNATIONAL 2022
Artificial intelligence based image quality enhancement in liver MRI: a quantitative and qualitative evaluation LA RADIOLOGIA MEDICA 2022
Clinically Interpretable Radiomics-Based Prediction of Histopathologic Response to Neoadjuvant Chemotherapy in High-Grade Serous Ovarian Carcinoma FRONTIERS IN ONCOLOGY 2022
CT based radiomic approach on first line pembrolizumab in lung cancer SCIENTIFIC REPORTS 2021
Influence of adaptive statistical iterative reconstructions on CT radiomic features in oncologic patients DIAGNOSTICS 2021

ERC

  • LS7_1

Interessi di ricerca

Radiomics and combined predictive models in oncology

Keywords

radiomic machine learning
biomedical imaging
cancer prognosis
Artificial Intelligence

Progetti di Ricerca

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