Cargando…

Machine learning highlights the deficiency of conventional dosimetric constraints for prevention of high-grade radiation esophagitis in non-small cell lung cancer treated with chemoradiation

BACKGROUND AND PURPOSE: Radiation esophagitis is a clinically important toxicity seen with treatment for locally-advanced non-small cell lung cancer. There is considerable disagreement among prior studies in identifying predictors of radiation esophagitis. We apply machine learning algorithms to ide...

Descripción completa

Detalles Bibliográficos
Autores principales:	Luna, José Marcio, Chao, Hann-Hsiang, Shinohara, Russel T., Ungar, Lyle H., Cengel, Keith A., Pryma, Daniel A., Chinniah, Chidambaram, Berman, Abigail T., Katz, Sharyn I., Kontos, Despina, Simone, Charles B., Diffenderfer, Eric S.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7132156/ https://www.ncbi.nlm.nih.gov/pubmed/32274426 http://dx.doi.org/10.1016/j.ctro.2020.03.007

Ejemplares similares

Radiomic Phenotypes for Improving Early Prediction of Survival in Stage III Non-Small Cell Lung Cancer Adenocarcinoma after Chemoradiation
por: Luna, José Marcio, et al.
Publicado: (2022)

Resampling and harmonization for mitigation of heterogeneity in image parameters of baseline scans
por: Singh, Apurva, et al.
Publicado: (2022)

Dietary Flaxseed in Non-Small Cell Lung Cancer Patients Receiving Chemoradiation
por: Berman, Abigail T, et al.
Publicado: (2013)

Are radiomic signatures ready for incorporation in the clinical pipeline?
por: Singh, Apurva, et al.
Publicado: (2023)

Generalized ComBat harmonization methods for radiomic features with multi-modal distributions and multiple batch effects
por: Horng, Hannah, et al.
Publicado: (2022)

Improved generalized ComBat methods for harmonization of radiomic features
por: Horng, Hannah, et al.
Publicado: (2022)

A Dosimetric Comparison of Primary Chemoradiation Versus Postoperative Radiation for Locally Advanced Oropharyngeal Cancer
por: Woo, Stanley K, et al.
Publicado: (2017)

Late presentation of myocardial infarction (MI) during the COVID-19 pandemic
por: Chinniah, Chidambaram, et al.
Publicado: (2021)

Improved dosimetric accuracy with semi‐automatic contour propagation of organs‐at‐risk in glioblastoma patients undergoing chemoradiation
por: Lee, Sangjune, et al.
Publicado: (2019)

Incidence and Dosimetric Predictors of Radiation-Induced Gastric Bleeding After Chemoradiation for Esophageal and Gastroesophageal Junction Cancer
por: Montovano, Margaret, et al.
Publicado: (2021)

Impact of Interobserver Variability in Manual Segmentation of Non-Small Cell Lung Cancer (NSCLC) Applying Low-Rank Radiomic Representation on Computed Tomography
por: Hershman, Michelle, et al.
Publicado: (2021)

Building more accurate decision trees with the additive tree
por: Luna, José Marcio, et al.
Publicado: (2019)

Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree
por: Valdes, Gilmer, et al.
Publicado: (2020)

Evaluating dosimetric constraints for carbon ion radiotherapy in the treatment of locally advanced pancreatic cancer
por: Lin, Lien-Chun, et al.
Publicado: (2020)

Development of a robust radiomic biomarker of progression-free survival in advanced non-small cell lung cancer patients treated with first-line immunotherapy
por: Singh, Apurva, et al.
Publicado: (2022)

Relative biological effectiveness of simulated solar particle event proton radiation to induce acute hematological change in the porcine model
por: Sanzari, Jenine K., et al.
Publicado: (2014)

Monte Carlo modeling in CT-based geometries: dosimetry for biological modeling experiments with particle beam radiation
por: Diffenderfer, Eric S., et al.
Publicado: (2014)

First-ever Abscopal Effect after Palliative Radiotherapy and Immuno-gene Therapy for Malignant Pleural Mesothelioma
por: Barsky, Andrew R, et al.
Publicado: (2019)

Higher Dose Volumes May Be Better for Evaluating Radiation Pneumonitis in Lung Proton Therapy Patients Compared With Traditional Photon-Based Dose Constraints
por: Harris, Wendy B., et al.
Publicado: (2020)

Determining Combined Modality Dosimetric Constraints by Integration of IMRT and LDR Prostate Brachytherapy Dosimetry and Correlation with Toxicity
por: Riegel, Adam C., et al.
Publicado: (2022)

False occurrences of functional motifs in protein sequences highlight evolutionary constraints
por: Via, Allegra, et al.
Publicado: (2007)

Radiomic phenotyping of the lung parenchyma in a lung cancer screening cohort
por: Haghighi, Babak, et al.
Publicado: (2023)

Grambank reveals the importance of genealogical constraints on linguistic diversity and highlights the impact of language loss
por: Skirgård, Hedvig, et al.
Publicado: (2023)

Dosimetric Coverage of the External Anal Sphincter by 3-Dimensional Conformal Fields in Rectal Cancer Patients Receiving Neoadjuvant Chemoradiation: Implications for the Concept of Sphincter-Preserving Radiation Therapy
por: Chen, Yi-Jen, et al.
Publicado: (2014)

Cardiovascular Substructure Dose and Cardiac Events following Proton- and Photon-Based Chemoradiotherapy for Non-Small Cell Lung Cancer
por: Natarajan, Jyotsna, et al.
Publicado: (2023)

Pencil beam scanning dosimetry for large animal irradiation
por: Lin, Liyong, et al.
Publicado: (2014)

Ionizing Radiation Selectively Reduces Skin Regulatory T Cells and Alters Immune Function
por: Zhou, Yu, et al.
Publicado: (2014)

Rampant Gene Loss in the Underground Orchid Rhizanthella gardneri Highlights Evolutionary Constraints on Plastid Genomes
por: Delannoy, Etienne, et al.
Publicado: (2011)

Codon Usage is Influenced by Compositional Constraints in Genes Associated with Dementia
por: Alqahtani, Taha, et al.
Publicado: (2022)

Concurrent Chemoradiation for Vaginal Cancer
por: Miyamoto, David T., et al.
Publicado: (2013)

Cost‐effectiveness of chemoradiation followed by esophagectomy versus chemoradiation alone in squamous cell carcinoma of the esophagus
por: Salcedo, Jonathan, et al.
Publicado: (2019)

Design and commissioning of an image-guided small animal radiation platform and quality assurance protocol for integrated proton and x-ray radiobiology research
por: Kim, Michele M, et al.
Publicado: (2019)

Enhanced toxicity to chemoradiation in a patient with Anti-Jo-1-antisynthetase syndrome
por: Valle, Luca, et al.
Publicado: (2022)

Predictors of Acute Hematologic Toxicity in Women Receiving Extended-Field Chemoradiation for Cervical Cancer: Do Known Pelvic Radiation Bone Marrow Constraints Apply?
por: Hara, Jared H.L., et al.
Publicado: (2022)

Naturalness, SUSY heavy higgses and flavor constraints
por: Dr. Katz, Andrey
Publicado: (2014)

Examining the Phenomenon of Quarter-Life Crisis Through Artificial Intelligence and the Language of Twitter
por: Agarwal, Shantenu, et al.
Publicado: (2020)

Acute effects of solar particle event radiation
por: Kennedy, Ann R., et al.
Publicado: (2014)

Standard chemoradiation versus intensity-modulated chemoradiation: a quality of life assessment in oropharyngeal cancer patients
por: Mowry, Sarah E., et al.
Publicado: (2009)

Survival After Induction Chemotherapy and Chemoradiation Versus Chemoradiation and Adjuvant Chemotherapy for Locally Advanced Rectal Cancer
por: Kim, Jin K, et al.
Publicado: (2022)

Dosimetric benefits of placing dose constraints on the brachial plexus in patients with nasopharyngeal carcinoma receiving intensity-modulated radiation therapy: a comparative study
por: Jiang, Hailan, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_c5978iq15hlgadiumf3tduk8p9