[HTML][HTML] Artificial intelligence-driven radiomics study in cancer: the role of feature engineering and modeling
Modern medicine is reliant on various medical imaging technologies for non-invasively
observing patients' anatomy. However, the interpretation of medical images can be highly …
observing patients' anatomy. However, the interpretation of medical images can be highly …
Enhancing head and neck tumor management with artificial intelligence: Integration and perspectives
NN Zhong, HQ Wang, XY Huang, ZZ Li, LM Cao… - Seminars in Cancer …, 2023 - Elsevier
Head and neck tumors (HNTs) constitute a multifaceted ensemble of pathologies that
primarily involve regions such as the oral cavity, pharynx, and nasal cavity. The intricate …
primarily involve regions such as the oral cavity, pharynx, and nasal cavity. The intricate …
[HTML][HTML] Application of radiomics and machine learning in head and neck cancers
Z Peng, Y Wang, Y Wang, S Jiang, R Fan… - … journal of biological …, 2021 - ncbi.nlm.nih.gov
With the continuous development of medical image informatics technology, more and more
high-throughput quantitative data could be extracted from digital medical images, which has …
high-throughput quantitative data could be extracted from digital medical images, which has …
[HTML][HTML] Machine learning with multimodal data for COVID-19
In response to the unprecedented global healthcare crisis of the COVID-19 pandemic, the
scientific community has joined forces to tackle the challenges and prepare for future …
scientific community has joined forces to tackle the challenges and prepare for future …
[HTML][HTML] Radiomics and radiogenomics in head and neck squamous cell carcinoma: Potential contribution to patient management and challenges
G Bruixola, E Remacha, A Jiménez-Pastor… - Cancer Treatment …, 2021 - Elsevier
The application of imaging biomarkers in oncology is still in its infancy, but with the
expansion of radiomics and radiogenomics a revolution is expected in this field. This may be …
expansion of radiomics and radiogenomics a revolution is expected in this field. This may be …
Artificial intelligence for HPV status prediction based on disease‐specific images in head and neck cancer: A systematic review and meta‐analysis
C Song, X Chen, C Tang, P Xue… - Journal of Medical …, 2023 - Wiley Online Library
Accurate early detection of the human papillomavirus (HPV) status in head and neck cancer
(HNC) is crucial to identify at‐risk populations, stratify patients, personalized treatment …
(HNC) is crucial to identify at‐risk populations, stratify patients, personalized treatment …
[HTML][HTML] From head and neck tumour and lymph node segmentation to survival prediction on PET/CT: an end-to-end framework featuring uncertainty, fairness, and …
Simple Summary Automatic delineation and detection of the primary tumour and lymph
nodes using PET and CT in head and neck cancer can be helpful for diagnosis, prognosis …
nodes using PET and CT in head and neck cancer can be helpful for diagnosis, prognosis …
[HTML][HTML] Deep learning in head and neck tumor multiomics diagnosis and analysis: review of the literature
X Wang, B Li - Frontiers in Genetics, 2021 - frontiersin.org
Head and neck tumors are the sixth most common neoplasms. Multiomics integrates
multiple dimensions of clinical, pathologic, radiological, and biological data and has the …
multiple dimensions of clinical, pathologic, radiological, and biological data and has the …
Artificial intelligence and deep learning of head and neck cancer
Imaging has an essential role in the diagnosis, staging, and management of head and neck
cancer (HNC). Conventional computed tomography (CT) and magnetic resonance imaging …
cancer (HNC). Conventional computed tomography (CT) and magnetic resonance imaging …
[HTML][HTML] A prospectively validated prognostic model for patients with locally advanced squamous cell carcinoma of the head and neck based on radiomics of computed …
SA Keek, FWR Wesseling, HC Woodruff… - Cancers, 2021 - mdpi.com
Simple Summary Patients that suffer from advanced head and neck cancer have a low
average survival chance. Improving prognosis could improve this survival rate as it may help …
average survival chance. Improving prognosis could improve this survival rate as it may help …