Cargando…

Methodological framework for radiomics applications in Hodgkin’s lymphoma

BACKGROUND: According to published data, radiomics features differ between lesions of refractory/relapsing HL patients from those of long-term responders. However, several methodological aspects have not been elucidated yet. PURPOSE: The study aimed at setting up a methodological framework in radiom...

Descripción completa

Detalles Bibliográficos
Autores principales:	Sollini, Martina, Kirienko, Margarita, Cavinato, Lara, Ricci, Francesca, Biroli, Matteo, Ieva, Francesca, Calderoni, Letizia, Tabacchi, Elena, Nanni, Cristina, Zinzani, Pier Luigi, Fanti, Stefano, Guidetti, Anna, Alessi, Alessandra, Corradini, Paolo, Seregni, Ettore, Carlo-Stella, Carmelo, Chiti, Arturo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer International Publishing 2020
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8218114/ https://www.ncbi.nlm.nih.gov/pubmed/34191173 http://dx.doi.org/10.1186/s41824-020-00078-8

Ejemplares similares

Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data
por: Cavinato, Lara, et al.
Publicado: (2023)

Towards clinical application of image mining: a systematic review on artificial intelligence and radiomics
por: Sollini, Martina, et al.
Publicado: (2019)

PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology
por: Sollini, M., et al.
Publicado: (2017)

COVID-19 vaccination, implications for PET/CT image interpretation and future perspectives
por: Kirienko, Margarita, et al.
Publicado: (2022)

Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible
por: Costa, Guido, et al.
Publicado: (2023)

Virtual Biopsy for Diagnosis of Chemotherapy-Associated Liver Injuries and Steatohepatitis: A Combined Radiomic and Clinical Model in Patients with Colorectal Liver Metastases
por: Costa, Guido, et al.
Publicado: (2021)

Radiomics-Based Inter-Lesion Relation Network to Describe [(18)F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer
por: Cavinato, Lara, et al.
Publicado: (2023)

Radiomics and gene expression profile to characterise the disease and predict outcome in patients with lung cancer
por: Kirienko, Margarita, et al.
Publicado: (2021)

Patients’ findings after COVID-19 infection and vaccinations: what to expect from [18F]FDG PET/CT
por: Sollini, Martina, et al.
Publicado: (2021)

Radiomics of Liver Metastases: A Systematic Review
por: Fiz, Francesco, et al.
Publicado: (2020)

CT, [(18)F]FDG-PET/CT and clinical findings before and during early Covid-19 onset in a patient affected by vascular tumour
por: Kirienko, Margarita, et al.
Publicado: (2020)

Author Correction: Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance
por: Cavinato, Lara, et al.
Publicado: (2022)

Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance
por: Cavinato, Lara, et al.
Publicado: (2022)

Imaging-Based Prediction of Molecular Therapy Targets in NSCLC by Radiogenomics and AI Approaches: A Systematic Review
por: Ninatti, Gaia, et al.
Publicado: (2020)

P105: Decisional role of interim PET in relapsed/refractory classical Hodgkin Lymphoma treated with four begev cycles
por: Rusconi, Chiara, et al.
Publicado: (2022)

P1070: DECISIONAL ROLE OF INTERIM PET IN RELAPSED/REFRACTORY CLASSICAL HODGKIN LYMPHOMA TREATED WITH BEGEV CHEMOTHERAPY AS FIRST SALVAGE
por: Rusconi, Chiara, et al.
Publicado: (2023)

Computed tomography based radiomic signature as predictive of survival and local control after stereotactic body radiation therapy in pancreatic carcinoma
por: Cozzi, Luca, et al.
Publicado: (2019)

Distributed learning: a reliable privacy-preserving strategy to change multicenter collaborations using AI
por: Kirienko, Margarita, et al.
Publicado: (2021)

P108: Integrating baseline circulating tumor DNA with interim PET improves outcome prediction in relapsed/refractory classical Hodgkin lymphoma
por: Calabretta, Eleonora, et al.
Publicado: (2022)

Combination of Deauville score and quantitative positron emission tomography parameters as a predictive tool of anti‐CD19 chimeric antigen receptor T‐cell efficacy
por: Guidetti, Anna, et al.
Publicado: (2022)

Image Embeddings Extracted from CNNs Outperform Other Transfer Learning Approaches in Classification of Chest Radiographs
por: Gozzi, Noemi, et al.
Publicado: (2022)

Radiomics based analysis to predict local control and survival in hepatocellular carcinoma patients treated with volumetric modulated arc therapy
por: Cozzi, Luca, et al.
Publicado: (2017)

First salvage treatment with bendamustine and brentuximab vedotin in Hodgkin lymphoma: a phase 2 study of the Fondazione Italiana Linfomi
por: Broccoli, A., et al.
Publicado: (2019)

Complete remission of follicular lymphoma after SARS-CoV-2 infection: from the “flare phenomenon” to the “abscopal effect”
por: Sollini, Martina, et al.
Publicado: (2021)

Chemotherapy after PD‐1 inhibitors in relapsed/refractory Hodgkin lymphoma: Outcomes and clonal evolution dynamics
por: Calabretta, Eleonora, et al.
Publicado: (2022)

Real World Evidence of CAR T-Cell Therapies for the Treatment of Relapsed/Refractory B-Cell Non-Hodgkin Lymphoma: A Monocentric Experience
por: Casadei, Beatrice, et al.
Publicado: (2021)

Diagnostic accuracy of positron emission tomography/computed tomography-driven biopsy for the diagnosis of lymphoma
por: Broccoli, Alessandro, et al.
Publicado: (2020)

Radiomic Analysis of Intrahepatic Cholangiocarcinoma: Non-Invasive Prediction of Pathology Data: A Multicenter Study to Develop a Clinical–Radiomic Model
por: Fiz, Francesco, et al.
Publicado: (2023)

Convolutional Neural Networks Promising in Lung Cancer T-Parameter Assessment on Baseline FDG-PET/CT
por: Kirienko, Margarita, et al.
Publicado: (2018)

The Development of an Intelligent Agent to Detect and Non-Invasively Characterize Lung Lesions on CT Scans: Ready for the “Real World”?
por: Sollini, Martina, et al.
Publicado: (2023)

[(18)F]FMCH PET/CT biomarkers and similarity analysis to refine the definition of oligometastatic prostate cancer
por: Sollini, Martina, et al.
Publicado: (2021)

Body mass index is not associated with survival outcomes and immune-related adverse events in patients with Hodgkin lymphoma treated with the immune checkpoint inhibitor nivolumab
por: De Filippi, Rosaria, et al.
Publicado: (2021)

BEGEV salvage regimen in relapsed/refractory classical Hodgkin lymphoma: a real-life experience
por: Stefoni, Vittorio, et al.
Publicado: (2022)

GLUT1 expression patterns in different Hodgkin lymphoma subtypes and progressively transformed germinal centers
por: Hartmann, Sylvia, et al.
Publicado: (2012)

The Impact of COVID-19 on Nuclear Medicine in Europe
por: Kirienko, Margarita, et al.
Publicado: (2022)

Effectiveness of chemotherapy after anti‐PD‐1 blockade failure for relapsed and refractory Hodgkin lymphoma
por: Casadei, Beatrice, et al.
Publicado: (2020)

PSMA expression level predicts differentiated thyroid cancer aggressiveness and patient outcome
por: Sollini, Martina, et al.
Publicado: (2019)

The complementary role of PSMA expression and [(18)F]FDG PET/CT in predicting thyroid cancer outcome: from black and white to shades of gray, in the era of precision oncology
por: Sollini, Martina, et al.
Publicado: (2023)

Key elements of preparedness for pandemic coronavirus disease 2019 (COVID-19) in nuclear medicine units
por: Assadi, Majid, et al.
Publicado: (2020)

Contrast Administration Impacts CT-Based Radiomics of Colorectal Liver Metastases and Non-Tumoral Liver Parenchyma Revealing the “Radiological” Tumour Microenvironment
por: Fiz, Francesco, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_f0oq79h98sc9l7fjb918ideoc9