| Applicability Criteria |
Patients diagnosed with locally advanced head and neck squamous cell carcinoma (LAHNSCC). |
| Applicability Criteria |
Patients undergoing chemoradiotherapy (CRT) or bioradiotherapy (BRT) with curative intent. |
| Applicability Criteria |
Patients who are starting primary or adjuvant radiotherapy combined with either cisplatin, carboplatin, or cetuximab. |
| Name |
tube feeding |
| Additional concerns |
Model is based on retrospective data and requires external validation before widespread clinical use. |
| Based on template |
https://repo.metadatacenter.org/templates/8f15be13-9e24-487a-8844-f5b70bcc7cf0 |
| Creation date |
2020-08-01 |
| Email |
j.vansoest@maastrichtuniversity.nl |
| Out-of-scope use cases |
Not intended for predicting long-term tube feeding dependency beyond the acute treatment phase. |
| Description |
Model Card implementation in CEDAR forms |
| Model Input |
Radiation Dose |
| Model Input |
Body mass index [BMI] |
| Model Input |
Weight change finding |
| Model Input |
Texture modified diet |
| Model Input |
WHO performance status finding |
| Model Input |
Specify Tumor Location |
| Model Input |
Tumor stage finding |
| Model Input |
N - Regional lymph node stage |
| Model Input |
Systemic Therapy |
| Created on |
2024-07-29T08:10:30-07:00 |
| License |
genid-ca6f875067e1448d89d4084faa093a806470929-b0 |
| Primary intended use |
To support personalized decision-making on prophylactic gastrostomy insertion in head and neck cancer patients undergoing chemoradiotherapy. |
| Created by |
Anna C.H. Willemsen |
| Outcome |
Tube feeding of patient |
| Reference |
https://doi.org/10.1016/j.clnu.2019.11.033 |
| Primary intended users |
Clinicians and healthcare providers treating head and neck cancer patients. |
| Title |
Prediction Model for Tube Feeding Dependency |
| Created by |
https://metadatacenter.org/users/d005592d-1c56-420c-9520-52f43c300f34 |
| Modified by |
https://metadatacenter.org/users/d005592d-1c56-420c-9520-52f43c300f34 |
| Foundational model or algorithm used |
Linear Regression |
| Last updated on |
2024-07-30T01:24:19-07:00 |
| Ethical considerations - Data |
Potential biases due to retrospective data and missing data imputation. |
| https://schema.metadatacenter.org/properties/48fa46ee-5e7b-48af-bbb6-9ea0cd2da3b8 |
genid-ca6f875067e1448d89d4084faa093a806470929-b1 |