Update citation: real authors (Abbasi, Nerrise + others), preprint @misc

README.md

@@ -185,11 +185,12 @@ Note: the underlying source images are governed by the original dataset licenses
 If you use NeuroQA, please cite:
 
 ```bibtex
-@inproceedings{neuroqa2026,
-  title     = {NeuroQA: A Large-Scale Image-Grounded Benchmark for 3D Brain MRI Understanding},
-  author    = {Anonymous},
-  booktitle = {Advances in Neural Information Processing Systems (NeurIPS) — Evaluations and Datasets Track},
-  year      = {2026}
+@misc{neuroqa2026,
+  title        = {NeuroQA: A Large-Scale Image-Grounded Benchmark for 3D Brain MRI Understanding},
+  author       = {Abbasi, Mohammad H. and Nerrise, Favour and others},
+  year         = {2026},
+  howpublished = {\url{https://huggingface.co/datasets/mhabbasiit/NeuroQA}},
+  note         = {Mohammad H. Abbasi and Favour Nerrise contributed equally.}
 }
 ```