Cargando…

Recent Radiomics Advancements in Breast Cancer: Lessons and Pitfalls for the Next Future

Radiomics is an emerging translational field of medicine based on the extraction of high-dimensional data from radiological images, with the purpose to reach reliable models to be applied into clinical practice for the purposes of diagnosis, prognosis and evaluation of disease response to treatment....

Descripción completa

Detalles Bibliográficos
Autores principales:	Pesapane, Filippo, Rotili, Anna, Agazzi, Giorgio Maria, Botta, Francesca, Raimondi, Sara, Penco, Silvia, Dominelli, Valeria, Cremonesi, Marta, Jereczek-Fossa, Barbara Alicja, Carrafiello, Gianpaolo, Cassano, Enrico
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8293249/ https://www.ncbi.nlm.nih.gov/pubmed/34202321 http://dx.doi.org/10.3390/curroncol28040217

Ejemplares similares

Inter-Reader Agreement of Diffusion-Weighted Magnetic Resonance Imaging for Breast Cancer Detection: A Multi-Reader Retrospective Study
por: Pesapane, Filippo, et al.
Publicado: (2021)

Radiomics of MRI for the Prediction of the Pathological Response to Neoadjuvant Chemotherapy in Breast Cancer Patients: A Single Referral Centre Analysis
por: Pesapane, Filippo, et al.
Publicado: (2021)

How Radiomics Can Improve Breast Cancer Diagnosis and Treatment
por: Pesapane, Filippo, et al.
Publicado: (2023)

Digital Twins in Radiology
por: Pesapane, Filippo, et al.
Publicado: (2022)

Quo vadis Radiomics? Bibliometric analysis of 10-year Radiomics journey
por: Volpe, Stefania, et al.
Publicado: (2023)

Diagnostic accuracy of contrast-enhanced spectral mammography for breast lesions: A systematic review and meta-analysis
por: Suter, Matteo Basilio, et al.
Publicado: (2020)

How we provided appropriate breast imaging practices in the epicentre of the COVID-19 outbreak in Italy
por: Pesapane, Filippo, et al.
Publicado: (2020)

Imaging diagnosis of metastatic breast cancer
por: Pesapane, Filippo, et al.
Publicado: (2020)

An Unenhanced Breast MRI Protocol Based on Diffusion-Weighted Imaging: A Retrospective Single-Center Study on High-Risk Population for Breast Cancer
por: Rotili, Anna, et al.
Publicado: (2023)

Prediction of the Malignancy of a Breast Lesion Detected on Breast Ultrasound: Radiomics Applied to Clinical Practice
por: Nicosia, Luca, et al.
Publicado: (2023)

Impact of image filtering and assessment of volume-confounding effects on CT radiomic features and derived survival models in non-small cell lung cancer
por: Volpe, Stefania, et al.
Publicado: (2022)

A Score to Predict the Malignancy of a Breast Lesion Based on Different Contrast Enhancement Patterns in Contrast-Enhanced Spectral Mammography
por: Nicosia, Luca, et al.
Publicado: (2022)

Future Directions in the Assessment of Axillary Lymph Nodes in Patients with Breast Cancer
por: Pesapane, Filippo, et al.
Publicado: (2023)

Advancements in Standardizing Radiological Reports: A Comprehensive Review
por: Pesapane, Filippo, et al.
Publicado: (2023)

Providing optimal interventional oncology procedures at one of the COVID-19 referral center in Italy
por: Pesapane, Filippo, et al.
Publicado: (2020)

The Use of Artificial Intelligence (AI) in the Radiology Field: What Is the State of Doctor–Patient Communication in Cancer Diagnosis?
por: Derevianko, Alexandra, et al.
Publicado: (2023)

Gene expression profiling and FDG-PET radiomics uncover radiometabolic signatures associated with outcome in DLBCL
por: Mazzara, Saveria, et al.
Publicado: (2022)

Application of nnU-Net for Automatic Segmentation of Lung Lesions on CT Images and Its Implication for Radiomic Models
por: Ferrante, Matteo, et al.
Publicado: (2022)

Updates on Breast Cancer
por: Pesapane, Filippo, et al.
Publicado: (2023)

Migration of Ethylene Vinyl Alcohol Co-Polymer in the Urinary Tract Successfully Managed
por: Ierardi, Anna Maria, et al.
Publicado: (2019)

Radiomic Features Applied to Contrast Enhancement Spectral Mammography: Possibility to Predict Breast Cancer Molecular Subtypes in a Non-Invasive Manner
por: Nicosia, Luca, et al.
Publicado: (2022)

Association between Contrast-Enhanced Computed Tomography Radiomic Features, Genomic Alterations and Prognosis in Advanced Lung Adenocarcinoma Patients
por: Rinaldi, Lisa, et al.
Publicado: (2023)

How to Face COVID-19 Outbreak: Reconfiguration of a Private Radiological Clinic
por: Cellina, Michaela, et al.
Publicado: (2020)

CT-MRI LI-RADS v2017: A Comprehensive Guide for Beginners
por: Patella, Francesca, et al.
Publicado: (2018)

Interventional Radiology Image-Guided Locoregional Therapies (LRTs) and Immunotherapy for the Treatment of HCC
por: Biondetti, Pierpaolo, et al.
Publicado: (2021)

Altered fractionation in radiation therapy for breast cancer in the elderly: are we moving forward?
por: Pinzi, Valentina, et al.
Publicado: (2020)

Hepatic tumors: pitfalls in diagnostic imaging
por: Grazzini, Giulia, et al.
Publicado: (2020)

Radiomic and radiogenomic modeling for radiotherapy: strategies, pitfalls, and challenges
por: Coates, James T. T., et al.
Publicado: (2021)

Contrast-Enhanced Spectral Mammography in the Evaluation of Breast Microcalcifications: Controversies and Diagnostic Management
por: Nicosia, Luca, et al.
Publicado: (2023)

Model-Supported Radiotherapy Personalization: In silico Test of Hyper- and Hypo-Fractionation Effects
por: Belfatto, Antonella, et al.
Publicado: (2018)

Oncological-Therapy Related Oral Mucositis as an Interdisciplinary Problem—Literature Review
por: Kusiak, Aida, et al.
Publicado: (2020)

Radiomics: the facts and the challenges of image analysis
por: Rizzo, Stefania, et al.
Publicado: (2018)

Breast Digital Tomosynthesis versus Contrast-Enhanced Mammography: Comparison of Diagnostic Application and Radiation Dose in a Screening Setting
por: Nicosia, Luca, et al.
Publicado: (2023)

Avoiding pitfalls in the next International Conference on Adult Education (CONFINTEA): Lessons on financing adult education from Belém
por: Archer, David
Publicado: (2022)

Prospects of POLD1 in Human Cancers: A Review
por: Gola, Michał, et al.
Publicado: (2023)

Reproducibility of radiomic features in CT images of NSCLC patients: an integrative analysis on the impact of acquisition and reconstruction parameters
por: Rinaldi, Lisa, et al.
Publicado: (2022)

Comparison of Sensitivity and Specificity of Biparametric versus Multiparametric Prostate MRI in the Detection of Prostate Cancer in 431 Men with Elevated Prostate-Specific Antigen Levels
por: Pesapane, Filippo, et al.
Publicado: (2021)

Basic embolization techniques: tips and tricks
por: Ierardi, Anna Maria, et al.
Publicado: (2020)

A Model to Predict Upstaging to Invasive Carcinoma in Patients Preoperatively Diagnosed with Low-Grade Ductal Carcinoma In Situ of the Breast
por: Nicosia, Luca, et al.
Publicado: (2022)

Radiomics at a Glance: A Few Lessons Learned from Learning Approaches
por: Capobianco, Enrico, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_fphlpscj7j042qpaa7hsegs5mt