.. _gallery_ds000114:

=============================
Single-shell HARDI (ds000114)
=============================

**Source:** `OpenNeuro ds000114 <https://openneuro.org/datasets/ds000114>`__ — ``sub-01/ses-test/dwi/sub-01_ses-test_dwi.nii.gz``

.. note::

   64 directions at b=1000 s/mm² (milder than textbook high-b HARDI).

Predicted diffusion volumes for the **Single-shell HARDI (ds000114)** dataset, across every
applicable model in both **LOVO** (leave-one-volume-out, holding out the
predicted orientation) and **single-fit** (fit once on all volumes) modes.

Coverage
--------

.. list-table:: Gallery coverage
   :header-rows: 1
   :widths: 18 14 16 12 8 32

   * - Dataset
     - Scheme
     - Model
     - Mode
     - Ran
     - Reason
   * - ds000114
     - single-shell
     - average
     - lovo
     - ✓
     - 
   * - ds000114
     - single-shell
     - average
     - single-fit
     - ✓
     - 
   * - ds000114
     - single-shell
     - dti
     - lovo
     - ✓
     - 
   * - ds000114
     - single-shell
     - dti
     - single-fit
     - ✓
     - 
   * - ds000114
     - single-shell
     - gp-spherical
     - lovo
     - ✓
     - 
   * - ds000114
     - single-shell
     - gp-spherical
     - single-fit
     - ✓
     - 
   * - ds000114
     - single-shell
     - gqi
     - lovo
     - ✓
     - 
   * - ds000114
     - single-shell
     - gqi
     - single-fit
     - ✓
     - 

average · lovo
--------------

.. figure:: ds000114/average_lovo_021.png
   :alt: average lovo ds000114

.. figure:: ds000114/average_lovo_042.png
   :alt: average lovo ds000114

average · single-fit
--------------------

.. figure:: ds000114/average_single-fit_021.png
   :alt: average single-fit ds000114

.. figure:: ds000114/average_single-fit_042.png
   :alt: average single-fit ds000114

dti · lovo
----------

.. figure:: ds000114/dti_lovo_021.png
   :alt: dti lovo ds000114

.. figure:: ds000114/dti_lovo_042.png
   :alt: dti lovo ds000114

dti · single-fit
----------------

.. figure:: ds000114/dti_single-fit_021.png
   :alt: dti single-fit ds000114

.. figure:: ds000114/dti_single-fit_042.png
   :alt: dti single-fit ds000114

gp-spherical · lovo
-------------------

.. figure:: ds000114/gp-spherical_lovo_021.png
   :alt: gp-spherical lovo ds000114

.. figure:: ds000114/gp-spherical_lovo_042.png
   :alt: gp-spherical lovo ds000114

.. figure:: ds000114/gp-spherical_lovo_covariance.png
   :alt: gp-spherical lovo ds000114

gp-spherical · single-fit (canary)
----------------------------------

.. figure:: ds000114/gp-spherical_single-fit_021.png
   :alt: gp-spherical single-fit ds000114

.. figure:: ds000114/gp-spherical_single-fit_042.png
   :alt: gp-spherical single-fit ds000114

.. figure:: ds000114/gp-spherical_single-fit_covariance.png
   :alt: gp-spherical single-fit ds000114

gqi · lovo
----------

.. figure:: ds000114/gqi_lovo_021.png
   :alt: gqi lovo ds000114

.. figure:: ds000114/gqi_lovo_042.png
   :alt: gqi lovo ds000114

gqi · single-fit (canary)
-------------------------

.. figure:: ds000114/gqi_single-fit_021.png
   :alt: gqi single-fit ds000114

.. figure:: ds000114/gqi_single-fit_042.png
   :alt: gqi single-fit ds000114