List of works - Roberto Gatta

Cetuximab in the treatment of metastatic mucoepidermoid carcinoma of the salivary glands: a case report and review of literature.

scientific article published on 30 September 2008

Could machine learning improve the prediction of pelvic nodal status of prostate cancer patients? Preliminary results of a pilot study.

scientific article published on 7 May 2015

Distributed Learning to Protect Privacy in Multi-centric Clinical Studies

Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer.

scientific article published on 11 December 2017

Hypofractionated radiation therapy versus chemotherapy with temozolomide in patients affected by RPA class V and VI glioblastoma: a randomized phase II trial

scientific article published on 04 May 2019

Late-onset and long-lasting immune-related adverse events from immune checkpoint-inhibitors: An overlooked aspect in immunotherapy

scientific article published in 2021

Magnetic Resonance, Vendor-independent, Intensity Histogram Analysis Predicting Pathologic Complete Response After Radiochemotherapy of Rectal Cancer

scientific article published on 04 May 2018

Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features.

scientific article published in August 2015

Nasopharyngeal carcinoma in a low incidence European area : A prospective observational analysis from the Head and Neck Study Group of the Italian Society of Radiation Oncology (AIRO).

scientific article

Open-source, low-cost, high-reliability solutions for digital imaging systems: example of a "dicom router".

scientific article

Postoperative radiotherapy after radical prostatectomy for prostate carcinoma: the experience of the Brescia Radium Institute

scientific article published on 29 May 2006

Predicting Radiotherapy Impact on Late Bladder Toxicity in Prostate Cancer Patients: An Observational Study

scientific article published on 06 January 2021

Process Mining Dashboard in Operating Rooms: Analysis of Staff Expectations with Analytic Hierarchy Process

scientific article published on 11 January 2019

Prospective validation of pathologic complete response models in rectal cancer: Transferability and reproducibility

scientific article published on 22 June 2017

Standardized data collection to build prediction models in oncology: a prototype for rectal cancer

scientific article

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

scientific article published on 10 March 2020

Towards a modular decision support system for radiomics: A case study on rectal cancer

scientific article published on 04 October 2018

List of works by Roberto Gatta

Cetuximab in the treatment of metastatic mucoepidermoid carcinoma of the salivary glands: a case report and review of literature.

Could machine learning improve the prediction of pelvic nodal status of prostate cancer patients? Preliminary results of a pilot study.

Distributed Learning to Protect Privacy in Multi-centric Clinical Studies

Fractal-based radiomic approach to predict complete pathological response after chemo-radiotherapy in rectal cancer.

Hypofractionated radiation therapy versus chemotherapy with temozolomide in patients affected by RPA class V and VI glioblastoma: a randomized phase II trial

Late-onset and long-lasting immune-related adverse events from immune checkpoint-inhibitors: An overlooked aspect in immunotherapy

Magnetic Resonance, Vendor-independent, Intensity Histogram Analysis Predicting Pathologic Complete Response After Radiochemotherapy of Rectal Cancer

Moddicom: a complete and easily accessible library for prognostic evaluations relying on image features.

Nasopharyngeal carcinoma in a low incidence European area : A prospective observational analysis from the Head and Neck Study Group of the Italian Society of Radiation Oncology (AIRO).

Open-source, low-cost, high-reliability solutions for digital imaging systems: example of a "dicom router".

Postoperative radiotherapy after radical prostatectomy for prostate carcinoma: the experience of the Brescia Radium Institute

Predicting Radiotherapy Impact on Late Bladder Toxicity in Prostate Cancer Patients: An Observational Study

Process Mining Dashboard in Operating Rooms: Analysis of Staff Expectations with Analytic Hierarchy Process

Prospective validation of pathologic complete response models in rectal cancer: Transferability and reproducibility

Standardized data collection to build prediction models in oncology: a prototype for rectal cancer

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Towards a modular decision support system for radiomics: A case study on rectal cancer

VATE: VAlidation of high TEchnology based on large database analysis by learning machine