diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c07fcec57d0c65d3607255a8a5833642023b76f5..69c6f3d68523a2fbf36fd95709da0a6c349516d5 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -175,6 +175,19 @@ test:3.7:
   <<: *test_template
 
 
+test:build-pypi-dist:
+  stage: test
+  image: pauldmccarthy/fsleyes-py35-wxpy4-gtk2
+  <<: *except_releases
+
+  tags:
+    - docker
+
+  script:
+   - source /test.venv/bin/activate
+   - bash ./.ci/build_pypi_dist.sh
+
+
 #############
 # Style stage
 #############
diff --git a/README.rst b/README.rst
index 6b0f069bb8212acae7a37cab9ba5dc18b0ba4ca7..797b5345ba2bce7dc0b6964649bf6e0d45ff48de 100644
--- a/README.rst
+++ b/README.rst
@@ -83,16 +83,16 @@ Non-Python dependencies
 ^^^^^^^^^^^^^^^^^^^^^^^
 
 
-The ``fsl.data.dicom`` module requires the presence of Chris Rorden's
-`dcm2niix <https://github.com/rordenlab/dcm2niix>`_ program.
+The `fsl.data.dicom <fsl/data/dicom.py>`_ module requires the presence of
+Chris Rorden's `dcm2niix <https://github.com/rordenlab/dcm2niix>`_ program.
 
 
 The ``rtree`` library assumes that ``libspatialindex`` is installed on
 your system.
 
 
-The :mod:`fsl.transform.x5` module uses `h5py <https://www.h5py.org/>`_,
-which requires ``libhdf5``.
+The `fsl.transform.x5 <fsl/transform/x5.py>`_ module uses `h5py
+<https://www.h5py.org/>`_, which requires ``libhdf5``.
 
 
 Documentation