Radiomics in medical imaging: pitfalls and challenges in clinical management

R Fusco, V Granata, G Grazzini, S Pradella… - Japanese journal of …, 2022 - Springer
Background Radiomics and radiogenomics are two words that recur often in language of
radiologists, nuclear doctors and medical physicists especially in oncology field. Radiomics …

[HTML][HTML] Artificial intelligence predictive models of response to cytotoxic chemotherapy alone or combined to targeted therapy for metastatic colorectal cancer patients …

V Russo, E Lallo, A Munnia, M Spedicato, L Messerini… - Cancers, 2022 - mdpi.com
Simple Summary Metastatic colorectal cancer (mCRC) has high incidence and mortality.
Nevertheless, innovative biomarkers have been developed for predicting the response to …

Radiomics textural features by MR imaging to assess clinical outcomes following liver resection in colorectal liver metastases

V Granata, R Fusco, F De Muzio, C Cutolo… - La radiologia …, 2022 - Springer
Purpose To assess the efficacy of radiomics features obtained by T2-weighted sequences to
predict clinical outcomes following liver resection in colorectal liver metastases patients …

Radiomics and machine learning analysis based on magnetic resonance imaging in the assessment of liver mucinous colorectal metastases

V Granata, R Fusco, F De Muzio, C Cutolo… - La radiologia …, 2022 - Springer
Purpose The purpose of this study is to evaluate the Radiomics and Machine Learning
Analysis based on MRI in the assessment of Liver Mucinous Colorectal Metastases. Query …

Structured reporting of computed tomography in the staging of colon cancer: A Delphi consensus proposal

V Granata, L Faggioni, R Grassi, R Fusco… - La radiologia …, 2022 - Springer
Background Structured reporting (SR) in radiology is becoming increasingly necessary and
has been recognized recently by major scientific societies. This study aims to build …

[HTML][HTML] Preliminary report on computed tomography radiomics features as biomarkers to immunotherapy selection in lung adenocarcinoma patients

V Granata, R Fusco, M Costa, C Picone, D Cozzi… - Cancers, 2021 - mdpi.com
Simple Summary The objective of the study was to assess the radiomics features obtained
by computed tomography (CT) examination as biomarkers in order to select patients with …

Radiomics in hepatic metastasis by colorectal cancer

V Granata, R Fusco, ML Barretta, C Picone… - Infectious Agents and …, 2021 - Springer
Background Radiomics is an emerging field and has a keen interest, especially in the
oncology field. The process of a radiomics study consists of lesion segmentation, feature …

[HTML][HTML] The Role of Artificial Intelligence on Tumor Boards: Perspectives from Surgeons, Medical Oncologists and Radiation Oncologists

V Nardone, F Marmorino, MM Germani… - Current …, 2024 - mdpi.com
The integration of multidisciplinary tumor boards (MTBs) is fundamental in delivering state-of-
the-art cancer treatment, facilitating collaborative diagnosis and management by a diverse …

[HTML][HTML] Radiomics in oncology, part 1: technical principles and gastrointestinal application in CT and MRI

D Caruso, M Polici, M Zerunian, F Pucciarelli, G Guido… - Cancers, 2021 - mdpi.com
Simple Summary Part I is an overview aimed to investigate some technical principles and
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …

[HTML][HTML] CT-based radiomics analysis to predict histopathological outcomes following liver resection in colorectal liver metastases

V Granata, R Fusco, SV Setola, F De Muzio… - Cancers, 2022 - mdpi.com
Simple Summary The objective of the study was to assess the radiomic features obtained by
computed tomography (CT) examination as prognostic biomarkers in patients with colorectal …