Update README.md

README.md

@@ -193,7 +193,18 @@ Our work was performed and arXiv'ed in parallel with [LLaVA-NeXT-Med: Medical Mu
 ## BibTeX entry and citation info
 
 ```bibtex
-@misc{alyakin2025cnsobsidian,
+@article{alyakin2026cnsobsidian,
+  title={CNS-Obsidian: A Neurosurgical Vision-Language Model Built From Scientific Publications},
+  author={Anton Alyakin and Jaden Stryker and Daniel Alexander Alber and Karl L. Sangwon and Jin Vivian Lee and Brandon Duderstadt and Akshay Save and David Kurland and Spencer Frome and Shrutika Singh and Jeff Zhang and Eunice Yang and Ki Yun Park and Cordelia Orillac and Aly A. Valliani and Sean Neifert and Albert Liu and Aneek Patel and Christopher Livia and Darryl Lau and Ilya Laufer and Peter A. Rozman and Eveline Teresa Hidalgo and Howard Riina and Rui Feng and Todd Hollon and Yindalon Aphinyanaphongs and John G. Golfinos and Laura Snyder and Eric Leuthardt and Douglas Kondziolka and Eric Karl Oermann},
+  journal={Neurosurgery},
+  year={2026},
+  publisher={Oxford University Press},
+  url={https://journals.lww.com/neurosurgery/fulltext/9900/cns_obsidian__a_neurosurgical_vision_language.2166.aspx}
+}
+```
+
+```bibtex
+@misc{alyakin2025cnsobsidian-preprint,
       title={Repurposing the scientific literature with vision-language models}, 
       author={Anton Alyakin and Jaden Stryker and Daniel Alexander Alber and Karl L. Sangwon and Jin Vivian Lee and Brandon Duderstadt and Akshay Save and David Kurland and Spencer Frome and Shrutika Singh and Jeff Zhang and Eunice Yang and Ki Yun Park and Cordelia Orillac and Aly A. Valliani and Sean Neifert and Albert Liu and Aneek Patel and Christopher Livia and Darryl Lau and Ilya Laufer and Peter A. Rozman and Eveline Teresa Hidalgo and Howard Riina and Rui Feng and Todd Hollon and Yindalon Aphinyanaphongs and John G. Golfinos and Laura Snyder and Eric Leuthardt and Douglas Kondziolka and Eric Karl Oermann},
       year={2025},