Parameter-Efficient LoRA-GRL Adaptation for Cross-Center Classification of Benign and Malignant Lung Nodules on Heterogeneous Standard-Dose Chest CT: A Multi-Institutional Study from Palestine
- DOI
- 10.3390/jimaging12090461
- Published
- 2026-09-21
- Container
- Journal of Imaging
- Publisher
- MDPI AG
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.3390/jimaging12090461,
title = {Parameter-Efficient LoRA-GRL Adaptation for Cross-Center Classification of Benign and Malignant Lung Nodules on Heterogeneous Standard-Dose Chest CT: A Multi-Institutional Study from Palestine},
author = {Radwan Qasrawi and Razan AbuGhoush and Ghada Issa and Suliman Thwib and Malak Amro and Rand Al Taweel and Sara Asfour and Yazan Dibas and Tawfiq Abukeshek and Marwan Qubja},
year = {2026},
journal = {Journal of Imaging},
doi = {10.3390/jimaging12090461},
url = {https://doi.org/10.3390/jimaging12090461}
}RIS
TY - JOUR TI - Parameter-Efficient LoRA-GRL Adaptation for Cross-Center Classification of Benign and Malignant Lung Nodules on Heterogeneous Standard-Dose Chest CT: A Multi-Institutional Study from Palestine AU - Radwan Qasrawi AU - Razan AbuGhoush AU - Ghada Issa AU - Suliman Thwib AU - Malak Amro AU - Rand Al Taweel AU - Sara Asfour AU - Yazan Dibas AU - Tawfiq Abukeshek AU - Marwan Qubja PY - 2026 JO - Journal of Imaging DO - 10.3390/jimaging12090461 UR - https://doi.org/10.3390/jimaging12090461 ER -
APA
Qasrawi, R., AbuGhoush, R., Issa, G., Thwib, S., Amro, M., Taweel, R. A., Asfour, S., Dibas, Y., Abukeshek, T., & Qubja, M. (2026). Parameter-Efficient LoRA-GRL Adaptation for Cross-Center Classification of Benign and Malignant Lung Nodules on Heterogeneous Standard-Dose Chest CT: A Multi-Institutional Study from Palestine. Journal of Imaging. https://doi.org/10.3390/jimaging12090461
Source records
- crossref · retrieved 2026-09-25T19:19:24.725Z