A5085575075- Advanced Radiotherapy Techniques
- Lung Cancer Diagnosis and Treatment
- Head and Neck Cancer Studies
- Radiomics and Machine Learning in Medical Imaging
DeepMind (United Kingdom)
2020-2021
Over half a million individuals are diagnosed with head and neck cancer each year globally. Radiotherapy is an important curative treatment for this disease, but it requires manual time to delineate radiosensitive organs at risk. This planning process can delay while also introducing interoperator variability, resulting in downstream radiation dose differences. Although auto-segmentation algorithms offer potentially time-saving solution, the challenges defining, quantifying, achieving expert...
Over half a million individuals are diagnosed with head and neck cancer each year worldwide. Radiotherapy is an important curative treatment for this disease, but it requires manual time consuming delineation of radio-sensitive organs at risk (OARs). This planning process can delay treatment, while also introducing inter-operator variability resulting downstream radiation dose differences. While auto-segmentation algorithms offer potentially time-saving solution, the challenges in defining,...
<sec> <title>BACKGROUND</title> Over half a million individuals are diagnosed with head and neck cancer each year globally. Radiotherapy is an important curative treatment for this disease, but it requires manual time to delineate radiosensitive organs at risk. This planning process can delay while also introducing interoperator variability, resulting in downstream radiation dose differences. Although auto-segmentation algorithms offer potentially time-saving solution, the challenges...