| Applicability Criteria |
Patients with resectable PDAC of the pancreatic head |
| Applicability Criteria |
Patients diagnosed with pancreatic cancer |
| Applicability Criteria |
Exclude patients with ASA classification V |
| Applicability Criteria |
Exclude patients with New York Heart Association class IV |
| Applicability Criteria |
Exclude patients with chronic obstructive pulmonary disease (COPD) requiring (home)oxygen therapy and administration of neoadjuvant treatment |
| Applicability Criteria |
CT-scans of patients include the abdominal wall |
| Applicability Criteria |
Interval between the time of the patient's scan and surgery needs to be smaller than 3 months |
| Name |
Identifying radiomics signatures in body composition imaging for the prediction of outcome following pancreatic cancer resection |
| Additional concerns |
The authors acknowledge the limitations of the study, mentioning the small sample size and the potential for overfitting due to the large number of candidate image features used in the analysis. |
| Based on template |
https://repo.metadatacenter.org/templates/c1252f26-9075-4934-a8ee-51695b0b892d |
| Creation date |
2023-08-10 |
| Email |
g.vanderkroft@maastrichtuniversity.nl |
| Out-of-scope use cases |
Not provided |
| Description |
Model Card implementation in CEDAR forms |
| Model Input |
American Society of Anesthesiologists physical status classification |
| Model Input |
Body composition |
| Model Input |
Age at Surgery |
| Model Input |
Body Mass Index |
| Created on |
2023-12-07T05:36:41-08:00 |
| License |
Creative Commons |
| Primary intended use |
Predict survival of pancreatic ductal adenocarcinoma (PDAC) patients undergoing primary resection |
| Created by |
G. van der Kroft |
| Outcome |
Overall Survival |
| Reference |
https://doi.org/10.3389/fonc.2023.1062937 |
| Primary intended users |
Pancreatic ductal adenocarcinoma (PDAC) patients undergoing primary resection |
| Title |
Identifying radiomics signatures in body composition imaging for the prediction of outcome following pancreatic cancer resection |
| Created by |
https://metadatacenter.org/users/0428302b-d7f9-45ff-a4ff-a27f62df6fb6 |
| Modified by |
https://metadatacenter.org/users/0428302b-d7f9-45ff-a4ff-a27f62df6fb6 |
| Foundational model or algorithm used |
Clinical (C-Score), body composition (B-Score), and radiomics (R-Score) model |
| Last updated on |
2023-12-07T05:37:38-08:00 |
| Ethical considerations - Data |
Ethical approval was obtained prior to this study from the local medical ethical board. |