Cargando…

Prediction of the local treatment outcome in patients with oropharyngeal squamous cell carcinoma using deep learning analysis of pretreatment FDG-PET images

BACKGROUND: This study aimed to assess the utility of deep learning analysis using pretreatment FDG-PET images to predict local treatment outcome in oropharyngeal squamous cell carcinoma (OPSCC) patients. METHODS: One hundred fifty-four OPSCC patients who received pretreatment FDG-PET were included...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fujima, Noriyuki, Andreu-Arasa, V. Carlota, Meibom, Sara K., Mercier, Gustavo A., Truong, Minh Tam, Hirata, Kenji, Yasuda, Koichi, Kano, Satoshi, Homma, Akihiro, Kudo, Kohsuke, Sakai, Osamu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8344209/ https://www.ncbi.nlm.nih.gov/pubmed/34362317 http://dx.doi.org/10.1186/s12885-021-08599-6

Ejemplares similares

Machine-Learning-Based Prediction of Treatment Outcomes Using MR Imaging-Derived Quantitative Tumor Information in Patients with Sinonasal Squamous Cell Carcinomas: A Preliminary Study
por: Fujima, Noriyuki, et al.
Publicado: (2019)

Glucose Metabolism and Its Complicated Relationship with Tumor Growth and Perfusion in Head and Neck Squamous Cell Carcinoma
por: Fujima, Noriyuki, et al.
Publicado: (2016)

Utility of a Hybrid IVIM-DKI Model to Predict the Development of Distant Metastasis in Head and Neck Squamous Cell Carcinoma Patients
por: Fujima, Noriyuki, et al.
Publicado: (2017)

Osteoradionecrosis of the hyoid bone after intra-arterial chemoradiotherapy for oropharyngeal cancer: MR imaging findings
por: Hatakeyama, Hiromitsu, et al.
Publicado: (2017)

Utility of the deep learning technique for the diagnosis of orbital invasion on CT in patients with a nasal or sinonasal tumor
por: Nakagawa, Junichi, et al.
Publicado: (2022)

The utility of MRI histogram and texture analysis for the prediction of histological diagnosis in head and neck malignancies
por: Fujima, Noriyuki, et al.
Publicado: (2019)

Non-invasive prediction of the tumor growth rate using advanced diffusion models in head and neck squamous cell carcinoma patients
por: Fujima, Noriyuki, et al.
Publicado: (2017)

The utility of diffusion-weighted T2 mapping for the prediction of histological tumor grade in patients with head and neck squamous cell carcinoma
por: Fujima, Noriyuki, et al.
Publicado: (2022)

A Preliminary Study to Use SUVmax of FDG PET-CT as an Identifier of Lesion for Artificial Intelligence
por: Hirata, Kenji, et al.
Publicado: (2021)

Three-dimensional Pseudo-continuous Arterial Spin-labeling Using Turbo-spin Echo with Pseudo-steady State Readout: A Comparison with Other Major Readout Methods
por: Aoike, Suzuko, et al.
Publicado: (2018)

Prediction of Hypoxia in Brain Tumors Using a Multivariate Model Built from MR Imaging and (18)F-Fluorodeoxyglucose Accumulation Data
por: Shimizu, Yukie, et al.
Publicado: (2019)

Comparison of Different Post-Processing Algorithms for Dynamic Susceptibility Contrast Perfusion Imaging of Cerebral Gliomas
por: Kudo, Kohsuke, et al.
Publicado: (2016)

Clinical utility of single-shot echo-planar diffusion-weighted imaging using L1-regularized iterative sensitivity encoding in prostate MRI
por: Nishioka, Noriko, et al.
Publicado: (2023)

Halo artifacts of indwelling urinary catheter by inaccurate scatter correction in (18)F-FDG PET/CT imaging: incidence, mechanism, and solutions
por: Magota, Keiichi, et al.
Publicado: (2020)

Preliminary study of AI-assisted diagnosis using FDG-PET/CT for axillary lymph node metastasis in patients with breast cancer
por: Li, Zongyao, et al.
Publicado: (2021)

Pretreatment prognostic factor for patients with human papillomavirus related oropharyngeal cancer
por: Sano, Daisuke, et al.
Publicado: (2019)

Radiological images of keratocystoma: a rare tumor of the parotid gland
por: Hirata, Kenji, et al.
Publicado: (2014)

Utilization of a two-material decomposition from a single-source, dual-energy CT in acute traumatic vertebral fractures
por: Tivnan, Patrick, et al.
Publicado: (2023)

Characteristics of immunoglobulin G4-related aortitis/periaortitis and periarteritis on fluorodeoxyglucose positron emission tomography/computed tomography co-registered with contrast-enhanced computed tomography
por: Yabusaki, Satoshi, et al.
Publicado: (2017)

Prognostic Value of FDG-PET in Patients with Oropharyngeal Carcinoma Treated with Concurrent Chemoradiotherapy
por: Enomoto, Keisuke, et al.
Publicado: (2008)

Prognostic Value of FDG-PET in Patients with Oropharyngeal Carcinoma Treated with Concurrent Chemoradiotherapy
por: Enomoto, Keisuke, et al.
Publicado: (2009)

Prognostic Impact of Pretreatment Plasma Fibrinogen in Patients with Locally Advanced Oral and Oropharyngeal Cancer
por: Holzinger, Daniel, et al.
Publicado: (2016)

Pretreatment Lymphocyte Count Predicts Benefit From Concurrent Chemotherapy With Radiotherapy in Oropharyngeal Cancer
por: Price, James M., et al.
Publicado: (2022)

Analysis of acute-phase toxicities of intensity-modulated proton therapy using a model-based approach in pharyngeal cancer patients
por: Yasuda, Koichi, et al.
Publicado: (2020)

DWI-related texture analysis for prostate cancer: differences in correlation with histological aggressiveness and data repeatability between peripheral and transition zones
por: Tsuruta, Chie, et al.
Publicado: (2022)

Correction: DWI-related texture analysis for prostate cancer: differences in correlation with histological aggressiveness and data repeatability between peripheral and transition zones
por: Tsuruta, Chie, et al.
Publicado: (2022)

Neuroblastoma-related severe hypoperfusion in the cerebellum of an infant: A case of opsoclonus-myoclonus syndrome
por: Takenaka, Junki, et al.
Publicado: (2023)

Prognostic value of pretreatment (18)F-FDG PET-CT for nasopharyngeal carcinoma patients
por: Huang, Yecai, et al.
Publicado: (2017)

Multimodality imaging with CT, MR and FDG-PET for radiotherapy target volume delineation in oropharyngeal squamous cell carcinoma
por: Bird, David, et al.
Publicado: (2015)

Prognostic value of 18F-FDG PET/MRI in patients with advanced oropharyngeal and hypopharyngeal squamous cell carcinoma
por: Pace, Leonardo, et al.
Publicado: (2021)

Radiomic Features Associated With HPV Status on Pretreatment Computed Tomography in Oropharyngeal Squamous Cell Carcinoma Inform Clinical Prognosis
por: Song, Bolin, et al.
Publicado: (2021)

Prognostic value of pretreatment (18)F-FDG PET-CT in radiotherapy for patients with hepatocellular carcinoma
por: Jo, In Young, et al.
Publicado: (2015)

(18)FDG positron emission tomography mining for metabolic imaging biomarkers of radiation-induced xerostomia in patients with oropharyngeal cancer
por: Elhalawani, Hesham, et al.
Publicado: (2021)

Penumbra Detection With Oxygen Extraction Fraction Using Magnetic Susceptibility in Patients With Acute Ischemic Stroke
por: Uchida, Yuto, et al.
Publicado: (2022)

Pretreatment Neutrophil-to-Lymphocyte Ratio as a Prognostic Marker for the Outcome of HPV-Positive and HPV-Negative Oropharyngeal Squamous Cell Carcinoma
por: Justesen, Marius Meldgaard, et al.
Publicado: (2023)

Intracranial 3D and 4D MR Angiography Using Arterial Spin Labeling: Technical Considerations
por: Suzuki, Yuriko, et al.
Publicado: (2019)

Prognostic Impact of Pretreatment 2-[(18)F]-FDG PET/CT Parameters in Primary Gastric DLBCL
por: Albano, Domenico, et al.
Publicado: (2021)

Quantitative FDG PET Assessment for Oncology Therapy
por: Hirata, Kenji, et al.
Publicado: (2021)

Delivering the diluted contrast agent with saline via a spiral flow tube improves arterial enhancement for contrast enhancement of magnetic resonance angiography of the neck: A retrospective study
por: Hamaguchi, Akiyoshi, et al.
Publicado: (2019)

The Effect of Influenza Virus on the Human Oropharyngeal Microbiome
por: Ramos-Sevillano, Elisa, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_dj9ds3ubkqapiv30b8bqtk6i08