Savino Cilla

Head-Chief of Medical Physics Unit

Ottawa Hospital Research Institute

Italy

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Dr. Savino Cilla is the Head-Chief of the Medical Physics Unit at Responsible Research Hospital in Italy. His research focuses on the application of machine learning in radiation therapy, including patient-specific quality assurance and predictive modeling for treatment outcomes. Recent articles highlight his work on the prognostic factors in prostate cancer and the exploration of innovative treatment methods for various malignancies, contributing significantly to advances in the field of medical physics.

Articles (10)

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2025

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2025

Collaborators (5)

Gabriella Macchia

Head of External Beam Radiotherapy Unit

Ottawa Hospital Research Institute

ITALY

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Elisa D'Angelo

University of Bologna

ITALY

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Alessio Giuseppe Morganti

ALMA MATER STUDIORUM UNIVERSITY OF BOLOGNA

ITALY

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Stefania Rizzo

Università del Salento

SWITZERLAND

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Francesco DEODATO

Professore Associato

Università Cattolica del Sacro Cuore

ITALY

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Savino Cilla

Research Interests

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Articles (10)

A Multicenter Machine Learning-Based Predictive Model of Acute Toxicity in Prostate Cancer Patients Undergoing Salvage Radiotherapy (ICAROS Study)

Complexity-based unsupervised machine learning for patient-specific VMAT quality assurance.

Older Age Does Not Predict Inadequate Pain Management in Cancer Patients: A Multicenter Prospective Analysis from Italian Radiotherapy Departments (ARISE-Study)

Refining prognostic stratification in salvage radiotherapy for prostate cancer: a retrospective multicenter cohort study using PSMA-PET and machine learning.

The Surgical Imprint: How Operative Trauma May Shape Radiation Tolerance After Prostatectomy.

Accelerated Radiotherapy for Complicated Bone Metastases: SHARON Bone Randomized Phase III Trial Shows Non-Inferiority Compared to Standard Palliative Fractionation (NCT03503682).

Near-miss Event in Lung Cancer Radiation Therapy Because of a Random Outlier of Target Volume

Stereotactic Reirradiation: Final Results From a Phase 1 Dose Escalation Trial (DESTROY-1).

Integrating Novel and Classical Prognostic Factors in Locally Advanced Cervical Cancer: A Machine Learning-Based Predictive Model (ESTHER Study).

TREATMENT OF OLIGOMETASTATIC PARENCHYMAL LESIONS IN OVARIAN CANCER WITH STEREOTACTIC ABLATIVE RADIOTHERAPY: A MULTICENTER PROSPECTIVE PHASE II TRIAL (MITO RT3/RAD).

Collaborators (5)

Gabriella Macchia

Elisa D'Angelo

Alessio Giuseppe Morganti

Stefania Rizzo

Francesco DEODATO

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