@@ -215,7 +215,7 @@ this way you can use the initial paper published in 2011 (see below).
 month = "08",
 doi = "10.3389/fninf.2011.00013",
 pubmed = "21897815",
-url = "http://dx.doi.org/10.3389/fninf.2011.00013",
+url = "https://doi.org/10.3389/fninf.2011.00013",
 issn = "1662-5196"}
 
 

@@ -271,7 +271,7 @@ class FramewiseDisplacement(BaseInterface):
 .. [Power2012] Power et al., Spurious but systematic correlations in functional
 connectivity MRI networks arise from subject motion, NeuroImage 59(3),
 2012. doi:`10.1016/j.neuroimage.2011.10.018
-<http://dx.doi.org/10.1016/j.neuroimage.2011.10.018>`_.
+<https://doi.org/10.1016/j.neuroimage.2011.10.018>`_.
 
 
 """

@@ -1587,7 +1587,7 @@ class KellyKapowski(ANTSCommand):
 "year={2009},"
 "issn={1053-8119},"
 "url={http://www.sciencedirect.com/science/article/pii/S1053811908012780},"
-"doi={http://dx.doi.org/10.1016/j.neuroimage.2008.12.016}"
+"doi={https://doi.org/10.1016/j.neuroimage.2008.12.016}"
 "}"),
 'description':
 'The details on the implementation of DiReCT.',

@@ -123,7 +123,7 @@ class Denoise(DipyBaseInterface):
 
 .. [Coupe2008] Coupe P et al., `An Optimized Blockwise Non Local Means
 Denoising Filter for 3D Magnetic Resonance Images
-<http://dx.doi.org/10.1109%2FTMI.2007.906087>`_,
+<https://doi.org/10.1109%2FTMI.2007.906087>`_,
 IEEE Transactions on Medical Imaging, 27(4):425-441, 2008.
 
 

@@ -288,7 +288,7 @@ def _compute_voxel(args):
 .. [Alexander2002] Alexander et al., Detection and modeling of non-Gaussian
 apparent diffusion coefficient profiles in human brain data, MRM
 48(2):331-340, 2002, doi: `10.1002/mrm.10209
-<http://dx.doi.org/10.1002/mrm.10209>`_.
+<https://doi.org/10.1002/mrm.10209>`_.
 .. [Pierpaoli1996] Pierpaoli et al., Diffusion tensor MR imaging
 of the human brain, Radiology 201:637-648. 1996.
 """

@@ -139,7 +139,7 @@ class SpaceTimeRealigner(NipyBaseInterface):
  application to joint correction of motion and slice timing \
  in fMRI. IEEE Trans Med Imaging. 2011 Aug;30(8):1546-54. DOI_.
 
-.. _DOI: http://dx.doi.org/10.1109/TMI.2011.2131152
+.. _DOI: https://doi.org/10.1109/TMI.2011.2131152
 
 """
 

@@ -164,7 +164,7 @@ class PETPVC(CommandLine):
 "number={22},"
 "pages={7975},"
 "url={http://stacks.iop.org/0031-9155/61/i=22/a=7975},"
-"doi={http://dx.doi.org/10.1088/0031-9155/61/22/7975},"
+"doi={https://doi.org/10.1088/0031-9155/61/22/7975},"
 "year={2016},"
 "}"),
 'description':

@@ -388,12 +388,12 @@ def hmc_pipeline(name='motion_correct'):
 
 .. [Leemans09] Leemans A, and Jones DK, `The B-matrix must be rotated
 when correcting for subject motion in DTI data
-<http://dx.doi.org/10.1002/mrm.21890>`_,
+<https://doi.org/10.1002/mrm.21890>`_,
 Magn Reson Med. 61(6):1336-49. 2009. doi: 10.1002/mrm.21890.
 
 .. [Yendiki13] Yendiki A et al., `Spurious group differences due to head
 motion in a diffusion MRI study
-<http://dx.doi.org/10.1016/j.neuroimage.2013.11.027>`_.
+<https://doi.org/10.1016/j.neuroimage.2013.11.027>`_.
 Neuroimage. 21(88C):79-90. 2013. doi: 10.1016/j.neuroimage.2013.11.027
 
 Example
@@ -656,11 +656,11 @@ def sdc_fmb(name='fmb_correction',
 
 .. [Jezzard95] Jezzard P, and Balaban RS, `Correction for geometric
 distortion in echo planar images from B0 field variations
-<http://dx.doi.org/10.1002/mrm.1910340111>`_,
+<https://doi.org/10.1002/mrm.1910340111>`_,
 MRM 34(1):65-73. (1995). doi: 10.1002/mrm.1910340111.
 
 .. [Jenkinson03] Jenkinson M., `Fast, automated, N-dimensional
-phase-unwrapping algorithm <http://dx.doi.org/10.1002/mrm.10354>`_,
+phase-unwrapping algorithm <https://doi.org/10.1002/mrm.10354>`_,
 MRM 49(1):193-197, 2003, doi: 10.1002/mrm.10354.
 
 """
@@ -873,7 +873,7 @@ def sdc_peb(name='peb_correction',
 
 .. [Andersson2003] Andersson JL et al., `How to correct susceptibility
 distortions in spin-echo echo-planar images: application to diffusion
-tensor imaging <http://dx.doi.org/10.1016/S1053-8119(03)00336-7>`_.
+tensor imaging <https://doi.org/10.1016/S1053-8119(03)00336-7>`_.
 Neuroimage. 2003 Oct;20(2):870-88. doi: 10.1016/S1053-8119(03)00336-7
 
 .. [Cordes2000] Cordes D et al., Geometric distortion correction in EPI
@@ -951,7 +951,7 @@ def remove_bias(name='bias_correct'):
 
 .. [Jeurissen2014] Jeurissen B. et al., `Multi-tissue constrained
 spherical deconvolution for improved analysis of multi-shell diffusion
-MRI data <http://dx.doi.org/10.1016/j.neuroimage.2014.07.061>`_.
+MRI data <https://doi.org/10.1016/j.neuroimage.2014.07.061>`_.
 NeuroImage (2014). doi: 10.1016/j.neuroimage.2014.07.061