diff --git a/CITATION.cff b/CITATION.cff
index 5e81530e8..4a28c2341 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -1,29 +1,48 @@
-If you are using MONAI Label in your research, please use the following citations:
-
-@article{DiazPinto2022monailabel,
-   author = {Diaz-Pinto, Andres and Alle, Sachidanand and Ihsani, Alvin and Asad, Muhammad and
-            Nath, Vishwesh and P{\'e}rez-Garc{\'\i}a, Fernando and Mehta, Pritesh and
-            Li, Wenqi and Roth, Holger R. and Vercauteren, Tom and Xu, Daguang and
-            Dogra, Prerna and Ourselin, Sebastien and Feng, Andrew and Cardoso, M. Jorge},
-    title = {{MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images}},
-  journal = {arXiv e-prints},
-     year = 2022,
-     url  = {https://arxiv.org/pdf/2203.12362.pdf}
-}
-
-# YAML 1.2
-# Metadata for citation of this software according to the CFF format (https://citation-file-format.github.io/)
-#
----
-title: "MONAI: Medical Open Network for AI"
-abstract: "AI Toolkit for Healthcare Imaging"
-authors:
-  - name: "MONAI Consortium"
-date-released: 2020-03-28
-version: "0.6.0"
-doi: "10.5281/zenodo.4323058"
-license: "Apache-2.0"
-repository-code: "https://github.com/Project-MONAI/MONAILabel"
-cff-version: "1.1.0"
-message: "If you use this software, please cite it using these metadata."
-...
+cff-version: 1.2.0
+title: MONAI Label
+message: >-
+  If you use this software, please cite it using the
+  metadata from this file.
+type: software
+repository-code: 'https://github.com/Project-MONAI/MONAILabel'
+url: 'https://docs.monai.io/projects/label/'
+license: Apache-2.0
+preferred-citation:
+  type: article
+  authors:
+    - given-names: Andres
+      family-names: Diaz-Pinto
+    - given-names: Sachidanand
+      family-names: Alle
+    - given-names: Alvin
+      family-names: Ihsani
+    - given-names: Muhammad
+      family-names: Asad
+    - given-names: Vishwesh
+      family-names: Nath
+    - given-names: Fernando
+      family-names: Pérez-García
+      orcid: 'https://orcid.org/0000-0001-9090-3024'
+    - given-names: Pritesh
+      family-names: Mehta
+    - given-names: Wenqi
+      family-names: Li
+    - given-names: Holger R.
+      family-names: Roth
+    - given-names: Tom
+      family-names: Vercauteren
+    - given-names: Daguang
+      family-names: Xu
+    - given-names: Prerna
+      family-names: Dogra
+    - given-names: Sebastien
+      family-names: Ourselin
+    - given-names: Andrew
+      family-names: Feng
+    - given-names: M. Jorge
+      family-names: Cardoso
+  doi: '10.1016/j.media.2024.103207'
+  journal: 'Medical Image Analysis'
+  title: 'MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images'
+  volume: 95
+  year: 2024