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@@ -8,7 +8,7 @@ tags:
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  - text-classification
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  ---
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- # IAMJB/RadBERT-CT
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  Custom RadBERT sequence-classification model converted from a training checkpoint with:
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  - backbone initialized from `zzxslp/RadBERT-RoBERTa-4m`
@@ -53,3 +53,51 @@ with torch.no_grad():
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  print("logits shape:", logits.shape) # [batch_size, num_labels]
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  print("pred classes:", pred_class.tolist())
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - text-classification
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  ---
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+ # RadBERT-CT
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  Custom RadBERT sequence-classification model converted from a training checkpoint with:
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  - backbone initialized from `zzxslp/RadBERT-RoBERTa-4m`
 
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  print("logits shape:", logits.shape) # [batch_size, num_labels]
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  print("pred classes:", pred_class.tolist())
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  ```
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+
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+
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+ ## Citation
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+
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+ ```bibtex
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+ @article{Hamamci2026Generalist,
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+ author = {Hamamci, Ibrahim Ethem and Er, Selim and Wang, Chen and others},
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+ title = {Generalist foundation models from a multimodal dataset for 3D computed tomography},
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+ journal = {Nature Biomedical Engineering},
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+ year = {2026},
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+ month = feb,
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+ day = {12},
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+ doi = {10.1038/s41551-025-01599-y},
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+ url = {https://doi.org/10.1038/s41551-025-01599-y},
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+ publisher = {Springer Nature}
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+ }
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+ ```
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+
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+ Metric available in **RadEval**
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+ ```bibtex
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+ @inproceedings{xu-etal-2025-radeval,
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+ title = "{R}ad{E}val: A framework for radiology text evaluation",
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+ author = "Xu, Justin and
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+ Zhang, Xi and
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+ Abderezaei, Javid and
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+ Bauml, Julie and
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+ Boodoo, Roger and
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+ Haghighi, Fatemeh and
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+ Ganjizadeh, Ali and
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+ Brattain, Eric and
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+ Van Veen, Dave and
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+ Meng, Zaiqiao and
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+ Eyre, David W and
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+ Delbrouck, Jean-Benoit",
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+ editor = {Habernal, Ivan and
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+ Schulam, Peter and
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+ Tiedemann, J{\"o}rg},
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+ booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: System Demonstrations",
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+ month = nov,
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+ year = "2025",
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+ address = "Suzhou, China",
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+ publisher = "Association for Computational Linguistics",
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+ url = "https://aclanthology.org/2025.emnlp-demos.40/",
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+ doi = "10.18653/v1/2025.emnlp-demos.40",
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+ pages = "546--557",
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+ ISBN = "979-8-89176-334-0",
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+ }
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+ ```