A5083829217- Head and Neck Cancer Studies
- Lung Cancer Research Studies
- Radiomics and Machine Learning in Medical Imaging
- Head and Neck Surgical Oncology
- Medical Imaging Techniques and Applications
- Medical Imaging and Analysis
Chulalongkorn University
2022-2023
King Chulalongkorn Memorial Hospital
2023
Mahidol University
2022
University of Denver
2022
When planning radiation therapy, late effects due to the treatment should be considered. One of most common complications head and neck therapy is hypothyroidism. Although clinical dosimetric data are routinely used assess risk hypothyroidism after radiation, outcome still unsatisfactory. Medical imaging can provide additional information that improves prediction In this study, pre-treatment computed tomography (CT) radiomics features thyroid gland were combined with from 220 participants...
Abstract Radiation-induced hypothyroidism (RHT) is a common long-term complication for nasopharyngeal carcinoma (NPC) survivors. A model using clinical and dosimetric factors predicting risk of RHT could suggest proper dose–volume parameters the treatment planning in an individual level. We aim to develop multivariable normal tissue probability (NTCP) NPC patients after intensity-modulated radiotherapy or volumetric modulated arc therapy. The was developed retrospective data thyroid...
Hypothyroidism after treatment is the late-effect complication of head and neck radiotherapy. Early detection can greatly reduce hypothyroidism. The objective this study to enhance prediction hypothyroidism from radiation in nasopharyngeal cancer by using CT image-based biomarkers. We collected data 220 patients with carcinoma who underwent before therapy. Manual thyroid segmentation was performed on images. To create a model logistic regression regularization, image characteristics were...
Abstract Radiation-induced hypothyroidism (RHT) is a common long-term complication for nasopharyngeal carcinoma (NPC) survivors. A model using clinical and dosimetric factors predicting risk of RHT could suggest proper dose-volume parameters the treatment planning in an individual level. We aim to develop multivariable normal tissue probability (NTCP) NPC patients after intensity modulated radiotherapy (IMRT) or volumetric arc therapy (VMAT). The was developed data thyroid pituitary gland...