Merge pull request #8 from alxndrkalinin/patch-1

update paper reference in README

README.md

@@ -73,13 +73,18 @@ More details on ArXiv: https://arxiv.org/abs/2104.01687
 
 ## Citation
 
+For more details, please refer to the publication: https://doi.org/10.1016/j.compbiomed.2021.105089
+
 If you find this code useful, please cite it as:
 ```
-@InProceedings{RSolovyev_2021_stalled,
-  author = {Solovyev, Roman and Kalinin, Alexandr A. and Gabruseva, Tatiana},
-  title = {3D Convolutional Neural Networks for Stalled Brain Capillary Detection},
-  booktitle = {Arxiv: 2104.01687},
-  month = {April},
-  year = {2021}
+@article{solovyev20223d,
+  title={3D convolutional neural networks for stalled brain capillary detection},
+  author={Solovyev, Roman and Kalinin, Alexandr A and Gabruseva, Tatiana},
+  journal={Computers in Biology and Medicine},
+  volume={141},
+  pages={105089},
+  year={2022},
+  publisher={Elsevier},
+  doi={10.1016/j.compbiomed.2021.105089}
 }
 ```