Medical Imaging | Radiation Oncology Multi-modal segmentation with missing image data for automatic delineation of gross tumor volumes in head and neck cancers. June 19, 2024
Otorhinolaryngology | Speech Therapy SAMI: an M-Health application to telemonitor intelligibility and speech disorder severity in head and neck cancers. May 27, 2024
Medical Physics | Radiation Oncology In vivo EPID-based daily treatment error identification for volumetric-modulated arc therapy in head and neck cancers with a hierarchical convolutional neural network: a feasibility study. April 22, 2024
Radiation Oncology | Radiology Segmentation of 71 Anatomical Structures Necessary for the Evaluation of Guideline-Conforming Clinical Target Volumes in Head and Neck Cancers. January 23, 2024
Medical Physics | Radiation Oncology Standardizing and improving dose predictions for head and neck cancers using complete sets of OAR contours. December 21, 2023
Radiology Deep learning for diagnosis of head and neck cancers through radiographic data: a systematic review and meta-analysis. October 19, 2023
Medical Physics | Radiation Oncology Automatic planning for head and neck seed implant brachytherapy based on deep convolutional neural network dose engine. September 27, 2023
Oncology | Pathology A novel deep learning algorithm for human papillomavirus infection prediction in head and neck cancers using routine histology images. August 31, 2023
Machine Learning | Oncology | Radiology Detection of Cancer Recurrence Using Systemic Inflammatory Markers and Machine Learning after Concurrent Chemoradiotherapy for Head and Neck Cancers. July 29, 2023
Medical Physics | Radiation Oncology Investigation of autosegmentation techniques on T2-weighted MRI for off-line dose reconstruction in MR-linac workflow for head and neck cancers. July 21, 2023
Oncology | Radiology Pseudo low-energy monochromatic imaging of head and neck cancers: Deep learning image reconstruction with dual-energy CT. April 13, 2022
Oncology | Radiology A deep learning pipeline to simulate fluorodeoxyglucose (FDG) uptake in head and neck cancers using non-contrast CT images without the administration of radioactive tracer. March 14, 2022