Update README.md

README.md

@@ -15,4 +15,15 @@ language:
   - en
 license: mit
 ---
-COVID-RadBERT was trained to detect the presence or absence of COVID-19 within radiology reports, along an "uncertain" diagnostic when further medical tests are required. Manuscript in-proceedings. 
+COVID-RadBERT was trained to detect the presence or absence of COVID-19 within radiology reports, along an "uncertain" diagnostic when further medical tests are required. 
+
+## Citation
+
+```bibtex
+@article{chambon_cook_langlotz_2022, 
+  title={Improved fine-tuning of in-domain transformer model for inferring COVID-19 presence in multi-institutional radiology reports}, 
+  DOI={10.1007/s10278-022-00714-8}, journal={Journal of Digital Imaging}, 
+  author={Chambon, Pierre and Cook, Tessa S. and Langlotz, Curtis P.}, 
+  year={2022}
+} 
+```