A predictive model for recurrence after upfront surgery in patients with resectable pancreatic ductal adenocarcinoma (PDAC) by using preoperative clinical data and CT characteristics.
Ningzi TianDong WuLei ZhuMeng-Su ZengJianke LiXiaolin WangPublished in: BMC Medical Imaging (2022)
Keyphrases
- clinical data
- predictive model
- patient data
- intraoperative
- x ray
- medical data
- ct data
- medical images
- surgical procedures
- pre operative
- historical data
- clinical information
- statistical analysis
- image guided
- clinical applications
- decision trees
- medical knowledge
- cancer patients
- raw data
- computer assisted
- lymph nodes
- patient records
- prediction model
- neural network
- intra operatively
- artificial neural networks
- knowledge discovery
- clinical decision making
- domain experts
- mr images
- computer tomography
- medical records
- probabilistic model
- electronic medical record
- emergency department
- liver disease
- computed tomography
- prior knowledge
- operating room
- medical imaging
- data sources
- computer aided
- real patient data