Cargando…

Machine Learning for Predicting Clinician Evaluation of Treatment Plans for Left-Sided Whole Breast Radiation Therapy

PURPOSE: The objective of this work was to investigate the ability of machine learning models to use treatment plan dosimetry for prediction of clinician approval of treatment plans (no further planning needed) for left-sided whole breast radiation therapy with boost. METHODS AND MATERIALS: Investig...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fiandra, Christian, Cattani, Federica, Leonardi, Maria Cristina, Comi, Stefania, Zara, Stefania, Rossi, Linda, Jereczek-Fossa, Barbara Alicja, Fariselli, Piero, Ricardi, Umberto, Heijmen, Ben
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2023
Materias:	Scientific Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10316432/ https://www.ncbi.nlm.nih.gov/pubmed/37405256 http://dx.doi.org/10.1016/j.adro.2023.101228

Ejemplares similares

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

Mould-based surface high-dose-rate brachytherapy for eyelid carcinoma
por: Vavassori, Andrea, et al.
Publicado: (2019)

Salvage high-dose-rate interstitial brachytherapy for perineal recurrence of prostate cancer after surgery and radiotherapy: a case report
por: Vavassori, Andrea, et al.
Publicado: (2020)

Comparison of volumetric modulated arc therapy and intensity-modulated radiotherapy for left-sided whole-breast irradiation using automated planning
por: Redapi, L., et al.
Publicado: (2021)

IMRT and brachytherapy comparison in gynaecological cancer treatment: thinking over dosimetry and radiobiology
por: Pinzi, Valentina, et al.
Publicado: (2019)

Adjuvant high-dose-rate interstitial brachytherapy for malignant peripheral nerve sheath tumor of the foot: a case report
por: Vavassori, Andrea, et al.
Publicado: (2021)

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

The role of [(18)F]FDG-PET/CT in staging and treatment planning for volumetric modulated Rapidarc radiotherapy in cervical cancer: experience of the European Institute of Oncology, Milan, Italy
por: Lazzari, Roberta, et al.
Publicado: (2014)

High-dose-rate Brachytherapy as Adjuvant Local rEirradiation for Salvage Treatment of Recurrent breAst cancer (BALESTRA): a retrospective mono-institutional study
por: Vavassori, Andrea, et al.
Publicado: (2020)

High precision radiotherapy including intensity-modulated radiation therapy and pulsed-dose-rate brachytherapy for cervical cancer: a retrospective monoinstitutional study
por: Vavassori, Andrea, et al.
Publicado: (2019)

Incorporating (18)FDG-PET-defined pelvic active bone marrow in the automatic treatment planning process of anal cancer patients undergoing chemo-radiation
por: Franco, Pierfrancesco, et al.
Publicado: (2017)

Recent advances in radiation oncology
por: Garibaldi, Cristina, et al.
Publicado: (2017)

Stereotactic Radiotherapy Ablation and Atrial Fibrillation: Technical Issues and Clinical Expectations Derived From a Systematic Review
por: Franzetti, Jessica, et al.
Publicado: (2022)

Mixed-Beam Approach for High-Risk Prostate Cancer Carbon-Ion Boost Followed by Photon Intensity-Modulated Radiotherapy: Preliminary Results of Phase II Trial AIRC-IG-14300
por: Marvaso, Giulia, et al.
Publicado: (2021)

Dosimetric Impact of Inter-Fraction Anatomical Changes in Carbon Ion Boost Treatment for High-Risk Prostate Cancer (AIRC IG 14300)
por: Russo, Stefania, et al.
Publicado: (2021)

The emerging role of radiation therapists in the contouring of organs at risk in radiotherapy: analysis of inter-observer variability with radiation oncologists for the chest and upper abdomen
por: Arculeo, Simona, et al.
Publicado: (2020)

Machine Learning for Head and Neck Cancer: A Safe Bet?—A Clinically Oriented Systematic Review for the Radiation Oncologist
por: Volpe, Stefania, et al.
Publicado: (2021)

Ultra-hypofractionated whole breast adjuvant radiotherapy in the real-world setting: single experience with 271 elderly/frail patients treated with 3D and IMRT technique
por: Zerella, Maria Alessia, et al.
Publicado: (2022)

COVID-19 impact in radiotherapy practice in an oncology hub: a screenshot from Lombardy, Italy
por: Corrao, Giulia, et al.
Publicado: (2020)

Variability of clinical target volume delineation for rectal cancer patients planned for neoadjuvant radiotherapy with the aid of the platform Anatom-e
por: Franco, Pierfrancesco, et al.
Publicado: (2018)

Clinical Experience With Machine Learning-Based Automated Treatment Planning for Whole Breast Radiation Therapy
por: Yoo, Sua, et al.
Publicado: (2021)

Whole-body magnetic resonance imaging: technique, guidelines and key applications
por: Summers, Paul, et al.
Publicado: (2021)

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)

Recent Advances in the Management of Hormone-Sensitive Oligometastatic Prostate Cancer
por: Marvaso, Giulia, et al.
Publicado: (2022)

Homozygous SOD1 Variation L144S Produces a Severe Form of Amyotrophic Lateral Sclerosis in an Iranian Family
por: Gagliardi, Delia, et al.
Publicado: (2021)

Expanding the Phenotypic Spectrum of Vocal Cord and Pharyngeal Weakness With Distal Myopathy due to the p.S85C MATR3 Mutation
por: Manini, Arianna, et al.
Publicado: (2022)

Automated Planning for Prostate Stereotactic Body Radiation Therapy on the 1.5 T MR-Linac
por: Naccarato, Stefania, et al.
Publicado: (2022)

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

Impact of the observers' experience on daily prostate localization accuracy in ultrasound‐based IGRT with the Clarity platform
por: Fiandra, Christian, et al.
Publicado: (2014)

Automated volumetric modulated arc therapy planning for whole pelvic prostate radiotherapy
por: Buschmann, Martin, et al.
Publicado: (2017)

Oligorecurrent Prostate Cancer and Stereotactic Body Radiotherapy: Where Are We Now? A Systematic Review and Meta-analysis of Prospective Studies
por: Marvaso, Giulia, et al.
Publicado: (2021)

Side Docking the Robot for Robotic Laparoscopic Radical Prostatectomy
por: Uffort, Ekong E., et al.
Publicado: (2011)

Dosimetric Comparison of Different Planning Techniques in Left-sided Whole-Breast Irradiation: A Planning Study
por: Nithya, L., et al.
Publicado: (2020)

Galectin-9 expression on tumour-associated immune cells is associated with favourable clinicopathological features and better outcomes in oral squamous cell carcinoma
por: Pęksa, Rafał, et al.
Publicado: (2023)

Knowledge-based automatic plan optimization for left-sided whole breast tomotherapy
por: Esposito, Pier Giorgio, et al.
Publicado: (2022)

A comparison of in-house and shared RapidPlan models for prostate radiation therapy planning
por: Claridge Mackonis, E., et al.
Publicado: (2022)

Rest tremor in Parkinson’s disease: the theta and beta sides of the coin
por: Foffani, Guglielmo, et al.
Publicado: (2020)

Palliative radiotherapy indications during the COVID-19 pandemic and in future complex logistic settings: the NORMALITY model
por: Cellini, Francesco, et al.
Publicado: (2021)

Meta-analyses: a primer for clinicians
por: Ferreyro, Bruno L, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_jpjfp6mqc8u595tndkbagepuo1