Radiomics: the process and the challenges

• The influence of AI on surgical and ablative treatments for colorectal liver metastases: a review of the current literature

  2025 Insights into Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  0

  citations
• Neonatal neuroimaging: from research to bedside practice

  2025 Seminars in Perinatology article Medicine Neonatal and fetal brain pathology Open access

  1

  citations
• An updated review on the diagnosis and assessment of post-treatment relapse in brain metastases using PET

  2022 Expert Review of Neurotherapeutics article Medicine Brain Metastases and Treatment

  3

  citations
• Mitigation of noise-induced bias of PET radiomic features

  2022 PLoS ONE article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  2

  citations
• Automated detection and segmentation of non-small cell lung cancer computed tomography images

  2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access

  146

  citations
• Design and evaluation of a modular multimodality imaging phantom to simulate heterogeneous uptake and enhancement patterns for radiomic quantification in hybrid imaging: A feasibility study

  2022 Medical Physics article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  9

  citations
• Machine Learning-Based Radiomics in Neuro-Oncology

  2021 Acta neurochirurgica. Supplementum book-chapter Medicine Radiomics and Machine Learning in Medical Imaging

  18

  citations
• Making Radiomics More Reproducible across Scanner and Imaging Protocol Variations: A Review of Harmonization Methods

  2021 Journal of Personalized Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access cited by 2 patents

  213

  citations
• The Effects of In-Plane Spatial Resolution on CT-Based Radiomic Features’ Stability with and without ComBat Harmonization

  2021 Cancers article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  56

  citations
• Deep learning for the fully automated segmentation of the inner ear on MRI

  2021 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  79

  citations
• Radiomics in neuro-oncology: Basics, workflow, and applications

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging

  153

  citations
• Outcome prediction of head and neck squamous cell carcinoma by MRI radiomic signatures

  2020 European Radiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  97

  citations
• The Aging Imageomics Study: rationale, design and baseline characteristics of the study population

  2020 Mechanisms of Ageing and Development article Medicine Dementia and Cognitive Impairment Research Open access cited by 2 patents

  33

  citations
• Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?

  2020 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access

  70

  citations
• Multiphase CT-based prediction of Child-Pugh classification: a machine learning approach

  2020 European Radiology Experimental article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  18

  citations
• PET/MRI Radiomics in Patients With Brain Metastases

  2020 Frontiers in Neurology article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  187

  citations

16 results