Raffaella Michela Rinaldi

ORCID: 0009-0009-5133-8507
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About
Contact & Profiles
Research Areas
  • Endometrial and Cervical Cancer Treatments
  • Radiomics and Machine Learning in Medical Imaging
  • Cervical Cancer and HPV Research
  • Colorectal and Anal Carcinomas
  • AI in cancer detection
  • Ovarian cancer diagnosis and treatment
  • Cancer Genomics and Diagnostics
  • Management of metastatic bone disease
  • MRI in cancer diagnosis
  • Mathematical Biology Tumor Growth
  • Pelvic floor disorders treatments
  • Pelvic and Acetabular Injuries

Agostino Gemelli University Polyclinic
2023-2025

Istituti di Ricovero e Cura a Carattere Scientifico
2023-2025

Background: Stereotactic body radiotherapy (SBRT) has gained a great relevance as treatment procedure for patients with gynecological oligometastatic cancer. Unfortunately, number of have been found to be at risk local failure after treatment. Therefore, it is essential accurately identify who are SBRT in order design effective plans and predict patients’ prognosis. We developed validated different machine-learning (ML) prediction models the complete response cancer SBRT.Methods: One hundred...

10.2139/ssrn.4491618 preprint EN 2023-01-01
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