diff --git a/README.md b/README.md
index ddfda6e..33f10a6 100644
--- a/README.md
+++ b/README.md
@@ -114,7 +114,7 @@ segmenter.infer_single(
 | 2025 | 2nd  | _Qu Lin, et al._         | N/A                                      | ✅    | [BraTS25_2](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPreAndPostTreatmentAlgorithms.BraTS25_2)   |
 | 2025 | 3rd  | _Liwei Jin, et al._      | N/A                                      | ✅    | [BraTS25_3A](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPreAndPostTreatmentAlgorithms.BraTS25_3A) |
 | 2025 | 3rd  | _Adrian Celaya, et al._  | N/A                                      | ❌    | [BraTS25_3B](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPreAndPostTreatmentAlgorithms.BraTS25_3B) |
-| 2024 | 1st  | _André Ferreira, et al._ | N/A                                      | ❌    | [BraTS24_1](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPostTreatmentAlgorithms.BraTS24_1)         |
+| 2024 | 1st  | _André Ferreira, et al._ |[Link](https://arxiv.org/pdf/2411.04632v1)| ❌    | [BraTS24_1](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPostTreatmentAlgorithms.BraTS24_1)         |
 | 2024 | 2nd  | _Heejong Kim, et al._    | [Link](https://arxiv.org/abs/2409.08143) | ❌    | [BraTS24_2](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPostTreatmentAlgorithms.BraTS24_2)         |
 | 2024 | 3rd  | _Adrian Celaya_          | N/A                                      | ✅    | [BraTS24_3](https://brats.readthedocs.io/en/latest/utils/utils.html#brats.constants.AdultGliomaPostTreatmentAlgorithms.BraTS24_3)         |
 
diff --git a/brats/data/meta/adult_glioma_pre_and_post_treatment.yml b/brats/data/meta/adult_glioma_pre_and_post_treatment.yml
index 7f28fde..e5590f8 100644
--- a/brats/data/meta/adult_glioma_pre_and_post_treatment.yml
+++ b/brats/data/meta/adult_glioma_pre_and_post_treatment.yml
@@ -72,7 +72,7 @@ algorithms:
   BraTS24_1:
     meta:
       authors: André Ferreira, et al.
-      paper: N/A
+      paper: https://arxiv.org/pdf/2411.04632
       challenge: *challenge
       challenge_manuscript: *challenge_manuscript_2024
       rank: *rank_1
diff --git a/docs/source/conf.py b/docs/source/conf.py
index 907cbaf..07a310a 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -7,7 +7,6 @@
 import sys
 from subprocess import run
 
-
 sys.path.insert(0, os.path.abspath("../../"))