Predicting response to cancer immunotherapy using noninvasive radiomic biomarkers

Autor: S Trebeschi, SG Drago, NJ Birkbak, I Kurilova, AM Cǎlin, A Delli Pizzi, F Lalezari, DMJ Lambregts, MW Rohaan, C Parmar, EA Rozeman, KJ Hartemink, C Swanton, JBAG Haanen, CU Blank, EF Smit, RGH Beets-Tan, HJWL Aerts

INTRODUCTION: Immunotherapy is regarded one of the major breakthroughs in cancer treatment. Despite its success, only a subset of patients responds - urging the quest for predictive biomarkers. We hypothesize that Artificial Intelligence (AI) algorit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::edace40fc60729c94d50df10fede3ad0

Correlations between Apparent Diffusion Coefficient (ADC) and Prognosis in Patients with Locally Advanced Rectal Cancer.

Autor: Drago SG; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy., Maino C; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy., Giandola TP; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy., Franco PN; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy., Corso R; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy., Talei Franzesi C; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy., Pecorelli A; Radiologia Addomino Pelvica Diagnostica e Interventistica IRCCS Azienda Ospedaliera Universitaria di Bologna Policlinico di Sant'Orsola, Via Pietro Albertoni 15, 40138 Bolonga, BO, Italy., Ippolito D; Department of Diagnostic Radiology, IRCCS Fondazione San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, MB, Italy.; School of Medicine, University of Milano Bicocca, Via Cadore 33, 20090 Monza, MB, Italy.

Publikováno v: Life (Basel, Switzerland) [Life (Basel)] 2024 Oct 10; Vol. 14 (10). Date of Electronic Publication: 2024 Oct 10.

Prognostic Value of Deep Learning-Mediated Treatment Monitoring in Lung Cancer Patients Receiving Immunotherapy.

Autor: Trebeschi S; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands.; Artificial Intelligence in Medicine (AIM) Program, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States., Bodalal Z; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands., Boellaard TN; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands., Tareco Bucho TM; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands., Drago SG; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands., Kurilova I; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands., Calin-Vainak AM; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; Affidea, Cluj-Napoca, Romania., Delli Pizzi A; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; Department of Neuroscience, Imaging and Clinical Sciences, Gabriele D'Annunzio University of Chieti, Chieti, Italy., Muller M; Department of Thoracic Oncology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, Netherlands., Hummelink K; Department of Pathology, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, Netherlands., Hartemink KJ; Department of Surgery, Netherlands Cancer Institute - Antoni van Leeuwenhoek Hospital, Amsterdam, Netherlands., Nguyen-Kim TDL; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands.; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, Zürich, Switzerland., Smit EF; Affidea, Cluj-Napoca, Romania., Aerts HJWL; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands.; Artificial Intelligence in Medicine (AIM) Program, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States.; Radiology and Nuclear Medicine, University of Maastricht, Maastricht, Netherlandsa.; CARIM School for Cardiovascular Diseases, University of Maastricht, Maastricht, Netherlands., Beets-Tan RGH; Department of Radiology, Netherlands Cancer Institute - Antoni vanLeeuwenhoek Hospital, Amsterdam, Netherlands.; GROW School for Oncology and Developmental Biology, Maastricht, Netherlands.; Department of Radiology, University of Southern Denmark, Odense, Denmark.

Publikováno v: Frontiers in oncology [Front Oncol] 2021 Mar 02; Vol. 11, pp. 609054. Date of Electronic Publication: 2021 Mar 02 (Print Publication: 2021).

Dynamic Computed Tomography Perfusion Imaging: Complementary Diagnostic Tool in Hepatocellular Carcinoma Assessment From Diagnosis to Treatment Follow-up.

Autor: Ippolito D; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33 - 20900 Monza, Italy., Pecorelli A; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33 - 20900 Monza, Italy. Electronic address: pecorelli.anna@gmail.com., Querques G; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33 - 20900 Monza, Italy., Drago SG; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33 - 20900 Monza, Italy., Maino C; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33 - 20900 Monza, Italy., Franzesi CT; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, San Gerardo Hospital, Via Pergolesi 33 - 20900 Monza, Italy., Hatzidakis A; Department of Medical Imaging, University Hospital of Heraklion, Greece., Sironi S; University of Milano-Bicocca, Milan, Italy; Department of Diagnostic Radiology, ASST Papa Giovanni XXIII, Bergamo, Italy.

Publikováno v: Academic radiology [Acad Radiol] 2019 Dec; Vol. 26 (12), pp. 1675-1685. Date of Electronic Publication: 2019 Mar 07.

Dynamic Contrast-Enhanced MR with Quantitative Perfusion Analysis of Small Bowel in Vascular Assessment between Inflammatory and Fibrotic Lesions in Crohn's Disease: A Feasibility Study.

Autor: Ippolito D; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Lombardi S; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Talei Franzesi C; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Drago SG; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Querques G; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Casiraghi A; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Pecorelli A; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Riva L; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, San Gerardo Hospital H. S. Gerardo Monza, Via Pergolesi 33, 20900-Monza, MB, Italy., Sironi S; School of Medicine, University of Milano-Bicocca, Milan, Italy.; Department of Diagnostic Radiology, Papa Giovanni XXIII Hospital H. Papa Giovanni XXIII, Piazza OMS 1, 24127 Bergamo, Italy.

Publikováno v: Contrast media & molecular imaging [Contrast Media Mol Imaging] 2019 Feb 04; Vol. 2019, pp. 1767620. Date of Electronic Publication: 2019 Feb 04 (Print Publication: 2019).