DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT.
Mingyuan MengBingxin GuLei BiShaoli SongDavid Dagan FengJinman KimPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- survival prediction
- lung cancer
- multi task learning
- pet ct
- risk factors
- multi task
- learning tasks
- risk assessment
- gaussian processes
- cancer diagnosis
- theoretical analysis
- learning problems
- transfer learning
- lymph nodes
- high order
- statistical methods
- risk management
- learning models
- learning algorithm
- higher order
- data sets
- knowledge acquisition
- pairwise