A5022760441- Sarcoma Diagnosis and Treatment
- Diverticular Disease and Complications
- Nuclear Physics and Applications
- Advanced MRI Techniques and Applications
- Gastrointestinal disorders and treatments
- Advanced Image Processing Techniques
- Bladder and Urothelial Cancer Treatments
- Bone Tumor Diagnosis and Treatments
- Cardiac Imaging and Diagnostics
- Appendicitis Diagnosis and Management
- Prostate Cancer Treatment and Research
- Colorectal Cancer Surgical Treatments
- Neurofibromatosis and Schwannoma Cases
- Medical Imaging and Analysis
- Radiomics and Machine Learning in Medical Imaging
- Genetic factors in colorectal cancer
- Colorectal Cancer Screening and Detection
- Soft tissue tumor case studies
- Prostate Cancer Diagnosis and Treatment
University of Milan
2016-2021
Fondazione IRCCS Istituto Nazionale dei Tumori
2021
Azienda Socio Sanitaria Territoriale Santi Paolo e Carlo
2020
Istituto Ortopedico Galeazzi
2018
Deep learning is a ground-breaking technology that revolutionising many research and industrial fields. Generative models are recently gaining interest. Here, we investigate their potential, namely conditional generative adversarial networks, in the field of magnetic resonance imaging (MRI) spine, by performing clinically relevant benchmark cases. First, enhancement resolution T2-weighted (T2W) images (super-resolution) was tested. Then, automated image-to-image translation tested following...
We aimed to investigate changes in volume and MRI T2-weighted intensity desmoid-type fibromatosis (DF) receiving methotrexate plus vinca-alkaloids (MTX-VA) at Istituto Nazionale dei Tumori, Milan.All cases of sporadic DF treated with MTX-VA from 1999 2019 were reviewed. MRIs baseline, 6 12 months chemotherapy treatment withdrawal retrospectively reviewed, contouring the tumor lesion measuring diameters, volume, mean T2-signal (normalized muscle) changes. These parameters also evaluated...
Different scenarios embrace computed tomography imaging and diverticula, including asymptomatic (diverticulosis) symptomatic patients (acute diverticulitis, follow-up of acute chronic diverticulitis). If the role is validated widely supported by evidence in case this not their for diverticulitis or with symptoms related to but without inflammation. In these settings, colonography gaining consensus as preferred radiologic test.