diff --git a/fsl/data/dicom.py b/fsl/data/dicom.py
index 756e1ccb1c826ddb96dcf806a6169b9d17b0b9c1..57e0a227da55527e36f3166a81379ee57fd9b72e 100644
--- a/fsl/data/dicom.py
+++ b/fsl/data/dicom.py
@@ -18,10 +18,10 @@ wrappers around functionality provided by Chris Rorden's ``dcm2niix`` program:
    scanDir
    loadSeries
 
+See: https://github.com/rordenlab/dcm2niix/
+
 .. note:: These functions will not work if an executable called ``dcm2niix``
           cannot be found.
-
-.. see:: https://github.com/rordenlab/dcm2niix/
 """
 
 
diff --git a/fsl/data/mesh.py b/fsl/data/mesh.py
index 829a911e3ea6a15c44f801519ea9eec65dcbeb8c..59fc266c702e3b82427be74fc764ab41d0797c70 100644
--- a/fsl/data/mesh.py
+++ b/fsl/data/mesh.py
@@ -129,7 +129,7 @@ class Mesh(notifier.Notifier, meta.Meta):
     selected vertex set.
 
 
-    **Metadata*
+    **Metadata**
 
 
     The ``Mesh`` class also inherits from the :class:`Meta` class, so
@@ -625,13 +625,14 @@ class Mesh(notifier.Notifier, meta.Meta):
                         triangle vertices.
 
         :returns:       A tuple containing
+
                           - A ``(m, 2, 3)`` array containing ``m`` vertices:
                             of a set of lines, defining the plane intersection
 
                           - A ``(m,)`` array containing the indices of the
                             ``m`` triangles that were intersected.
 
-                          - (if ``distances is True``) A ``(m, 2, 3)`` arra
+                          - (if ``distances is True``) A ``(m, 2, 3)`` array
                             containing the barycentric coordinates of each
                             line vertex with respect to its intersected
                             triangle.
diff --git a/fsl/data/mghimage.py b/fsl/data/mghimage.py
index 485b687e336f7fef49cf831eb390072df6e96b6e..6c36340d923c8df61ddc8a5ee0ca2d308bde54dc 100644
--- a/fsl/data/mghimage.py
+++ b/fsl/data/mghimage.py
@@ -32,9 +32,9 @@ class MGHImage(fslimage.Image):
     """The ``MGHImage`` class is a NIFTI :class:`Image` which has been converted
     from a Freesurfer ``.mgh`` file.
 
-    .. see:: https://surfer.nmr.mgh.harvard.edu/fswiki/FsTutorial/MghFormat
-
-    .. see:: http://nipy.org/nibabel/reference/nibabel.freesurfer.html
+    See:
+     - https://surfer.nmr.mgh.harvard.edu/fswiki/FsTutorial/MghFormat
+     - http://nipy.org/nibabel/reference/nibabel.freesurfer.html
     """
 
     def __init__(self, image, *args, **kwargs):
diff --git a/fsl/data/vtk.py b/fsl/data/vtk.py
index f39a868ef16d68137cc829769856ecf2be27e954..62ee14111692b7cc5939a0e1da898c3b3e183671 100644
--- a/fsl/data/vtk.py
+++ b/fsl/data/vtk.py
@@ -12,7 +12,7 @@ A handful of convenience functions are also in this module:
 .. autosummary::
    :nosignatures:
 
-   loadVTKPolyDataFile
+   loadVTKPolydataFile
    getFIRSTPrefix
    findReferenceImage
 
diff --git a/fsl/utils/tempdir.py b/fsl/utils/tempdir.py
index 9896c91584f0b0abf1d4d3080a7e11e39f0d2dae..b819058f804d22a225fc37f5ba15eb5418c55de8 100644
--- a/fsl/utils/tempdir.py
+++ b/fsl/utils/tempdir.py
@@ -8,7 +8,7 @@
 directories. It currently only contains one function:
 
 .. autosummary::
-   :nosignature:
+   :nosignatures:
 
    tempdir
 """
diff --git a/fsl/wrappers/melodic.py b/fsl/wrappers/melodic.py
index e5ceb738b14d4c1533d8c2a018434b07037a5655..b95aeabfa9c4ee287d18fbf3fa76f7d4fa90297d 100644
--- a/fsl/wrappers/melodic.py
+++ b/fsl/wrappers/melodic.py
@@ -5,8 +5,8 @@
 # Author: Sean Fitzgibbon <sean.fitzgibbon@ndcn.ox.ac.uk>
 # Author: Paul McCarthy <pauldmccarthy@gmail.com>
 #
-"""This module provides wrapper functions for the FSL `MELODIC
-<https://fsl.fmrib.ox.ac.uk/fsl/fslwiki/MELODIC>`_ tool, and other
+"""This module provides wrapper functions for the FSL
+`MELODIC <https://fsl.fmrib.ox.ac.uk/fsl/fslwiki/MELODIC>`_ tool, and other
 related utilities.
 
 .. autosummary::
@@ -25,7 +25,7 @@ from . import wrapperutils  as wutils
 @wutils.fileOrImage('input', 'mask', 'ICs', 'bgimage')
 @wutils.fslwrapper
 def melodic(input, **kwargs):
-    """Multivariate Exploratory Linear Optimised ICA."""
+    """Wrapper for the ``melodic`` command."""
 
     valmap = {
         'Oall'         : wutils.SHOW_IF_TRUE,
@@ -62,7 +62,7 @@ def melodic(input, **kwargs):
 @wutils.fileOrArray('design', 'out_mix')
 @wutils.fslwrapper
 def fsl_regfilt(input, out, design, **kwargs):
-    """Wrapper for the ``fsl_regfilt``command. """
+    """Wrapper for the ``fsl_regfilt`` command. """
 
     asrt.assertIsNifti(input, out)