MB
Marco Bertolini
Also known as: Marco Bertolini
Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia, University of Florence
Research areas: Medicine · Radiology, Nuclear Medicine and Imaging · Digital Radiography and Breast Imaging · Radiation Dose and Imaging · AI in cancer detection
0000-0003-3148-1022
Employment
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Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia Dirigente Fisico2017 - Present
Education
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Università degli Studi di Firenze Medical Physics Specialization2003 - 2007
Projects & Funding
Projects & funding information is unavailable.
Publications (75)
- Machine learning-based prediction of intraoperative blood transfusion in major surgery: exploiting clinical variables and systemic inflammatory indices Save
- Explainable Gradient Boosting Machine Learning for Predicting Early Functional Recovery and Hospital Discharge After Hip and Knee Arthroplasty Save
- Implementation and validation of a channelized hotelling observer model (CHO) in an AIFM task group: a national multicentric study in x-ray angiography (XA), a comprehensive and wide-reaching approach Save
- Using MRI Texture Analysis Machine Learning Models to Assess Graft Interstitial Fibrosis and Tubular Atrophy in Patients with Transplanted Kidneys Save
- MRI texture analysis Machine Learning models to assess graft interstitial fibrosis and tubular atrophy in patients with transplanted kidneys Save
- Impact of Preprocessing Parameters in Medical Imaging-Based Radiomic Studies: A Systematic Review Save
- Impact of Preprocessing Parameters in Multimodality Imaging-Based Radiomic Studies: A Review Save
- Machine and Deep Learning Algorithms for COVID-19 Mortality Prediction Using Clinical and Radiomic Features Save
- Artificial Intelligence-Assisted Processing of Anterior Segment OCT Images in the Diagnosis of Vitreoretinal Lymphoma Save
- Novel Harmonization Method for Multi-Centric Radiomic Studies in Non-Small Cell Lung Cancer Save
- Mortality Prediction of COVID-19 Patients Using Radiomic and Neural Network Features Extracted from a Wide Chest X-ray Sample Size: A Robust Approach for Different Medical Imbalanced Scenarios Save
- How direct measurements of worker eyes with a Scheimpflug camera can affect lensdose coefficients in interventional radiology Save
- CT protocol optimisation in PET/CT: what we learn from a systematic review Save
- CT protocol optimisation in PET/CT: a systematic review Save
- Physical characterization of a novel wireless DRX Plus 3543C using both a carbon nano tube (CNT) mobile x-ray system and a traditional x-ray system Save
- Radiation dose reduction and static image quality assessment using a channelized hotelling observer on an angiography system upgraded with clarity IQ Save
- Radiomics Analysis of Stereotactic Body Radiation Therapy Patients with Lung Cancer as a Toxicity Biomarker Save
- Texture analysis and multiple-instance learning for the classification of malignant lymphomas Save
- Comparing two visualization protocols for tomosynthesis in screening: specificity and sensitivity of slabs versus planes plus slabs Save
- Simulation of Hp(10) and effective dose received by the medical staff in interventional radiology procedures Save