i-shipment
A digital platform for the design of patient-centric supply chains (https://www.nature.com/articles/s41598-022-21290-5)
Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: nature.com -
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (7.2%) to scientific vocabulary
Repository
A digital platform for the design of patient-centric supply chains (https://www.nature.com/articles/s41598-022-21290-5)
Basic Info
- Host: GitHub
- Owner: nikitrian
- License: other
- Language: Python
- Default Branch: main
- Homepage: https://www.nature.com/articles/s41598-022-21290-5
- Size: 151 KB
Statistics
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
i-SHIPMENT: A digital platform for the design of patient-centric supply chains
Niki Triantafyllou, Andrea Bernardi, Matthew Lakelin, Nilay Shah, & Maria M. Papathanasiou
This is the official implementation of our Scientific Reports 2022 paper.
Model
In this repository, you can find the python code for the i-SHIPMENT model (modelCARTiSHIPMENT.py). The i-SHIPMENT model is a flow-based facility location - patient allocation MILP model for the optimization of personalised CAR T-cell therapy manufacturing and distribution.
Dataset
In this repository, you can find the MIP instances for randomized demand scenarios of increasing size (from 200 to 3000 patients per year).
Citation
If you use this work, please cite:
@article{triantafyllou2022supplychain,
author={Triantafyllou, Niki and Bernardi, Andrea and Lakelin, Matthew and Shah, Nilay and Papathanasiou, Maria M.},
title={A digital platform for the design of patient-centric supply chains},
journal={Scientific Reports},
volume={12},
pages={17365},
year={2022},
publisher={Springer Nature},
doi={10.1038/s41598-022-21290-5}
}
License
This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 (CC BY-NC 4.0).
🚫 Commercial use is strictly prohibited.
See the LICENSE file for details.
Owner
- Name: Niki Triantafyllou
- Login: nikitrian
- Kind: user
- Location: London
- Company: Imperial College London
- Website: https://profiles.imperial.ac.uk/niki.triantafyllou20
- Twitter: NikiTrian
- Repositories: 1
- Profile: https://github.com/nikitrian
PhD Student @ Imperial College London | Working in the intersection of optimization, control and machine learning.
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this work, please cite:"
authors:
- family-names: Triantafyllou
given-names: Niki
- family-names: Bernardi
given-names: Andrea
- family-names: Lakelin
given-names: Matthew
- family-names: Shah
given-names: Nilay
- family-names: Papathanasiou
given-names: Maria M.
title: "A digital platform for the design of patient-centric supply chains"
journal: "Scientific Reports"
volume: "12"
pages: "17365"
year: 2022
publisher: "Springer Nature"
doi: "10.1038/s41598-022-21290-5"
GitHub Events
Total
- Push event: 2
- Public event: 1
- Fork event: 1
Last Year
- Push event: 2
- Public event: 1
- Fork event: 1