Link and cite the MedMLX paper

README.md

@@ -28,3 +28,17 @@ totalsegmentator-mlx predict -i ct.nii.gz -o mask.nii.gz --model-dir models
 ```
 
 The `total` and `body` tasks are distributed by the authors under Apache-2.0. See the [upstream repository](https://github.com/wasserth/TotalSegmentator) and the included license for terms and attribution. Please cite TotalSegmentator and nnU-Net as described by the upstream authors. For research and education; outputs require human review.
+
+## Citation
+
+If you use MedMLX, please cite the [MedMLX paper](https://doi.org/10.64898/2026.10.28.26366762):
+
+```bibtex
+@article{sandoval2026medmlx,
+  title   = {MedMLX: On-Device Medical Imaging AI for Apple Silicon},
+  author  = {Sandoval, A. and Sandoval, J. and Saleem, A.},
+  journal = {medRxiv},
+  year    = {2026},
+  doi     = {10.64898/2026.10.28.26366762}
+}
+```