From 1a7a688682bf45060cf78858c1badd66ad1c66b7 Mon Sep 17 00:00:00 2001 From: saarah815 Date: Wed, 27 Aug 2025 16:43:36 +0100 Subject: [PATCH 1/4] automated target selection docs --- .../automated-target-selection.md | 221 ++++++++++++++++++ .../brainglobe-registration/img_1.png | Bin 0 -> 92603 bytes 2 files changed, 221 insertions(+) create mode 100644 docs/source/documentation/brainglobe-registration/automated-target-selection.md create mode 100644 docs/source/documentation/brainglobe-registration/img_1.png diff --git a/docs/source/documentation/brainglobe-registration/automated-target-selection.md b/docs/source/documentation/brainglobe-registration/automated-target-selection.md new file mode 100644 index 00000000..510ec871 --- /dev/null +++ b/docs/source/documentation/brainglobe-registration/automated-target-selection.md @@ -0,0 +1,221 @@ +# automatic target selection widget + +## Introduction + +Previously, selecting the appropriate region of the atlas (i.e. the slice or +sub-volume to use as a registration target) was a **manual process**. Users +would visually scroll through atlas slices, estimate where their sample +belonged, and manually input corresponding rotation angles. + +This process could be time-consuming and error-prone - especially when +working with noisy or partial data. + +`automated_target_selection` enables **automatic atlas target selection**, +integrated directly into the [brainglobe-registration](https://github.com/brainglobe/brainglobe-registration) +Napari plugin. + +## Details + +The new `automated_target_selection` widget allows users to automatically +determine the **best-matching slice and rotation parameters** (pitch, yaw, +roll) of a [brainglobe-atlasapi](https://github.com/brainglobe/brainglobe-atlasapi) +atlas for a given 2D sample image. + +This serves as a pre-processing step before full registration and removes the +guesswork from target selection. + +The widget uses [Bayesian Optimisation](https://github.com/bayesian-optimization/BayesianOptimization) +to iteratively find the atlas slice and orientation that maximises image +similarity between your sample and candidate atlas slices. + +## How to install + +The widget is included in the latest version of `brainglobe-registration`. +You can install `brainglobe-registration` via [pip](https://pypi.org/project/pip/): + +``` +pip install brainglobe-registration +``` +If already installed, upgrade to the latest version: +``` +pip install brainglobe-registration --upgrade +``` + +Or install [via napari](https://napari.org/stable/plugins/start_using_plugins/finding_and_installing_plugins.html). + +## How to use + +After scaling your image in the *Prepare Images* section of the plugin, you +can open the **Automatic Slice Detection** dialog. You can then define a few +key parameters: + +![img_1.png](img_1.png) + +### 1. Z range + +Use the Napari z-slider to estimate a rough region of the atlas that your +sample might correspond to - e.g. slices 50 to 80. The optimisation will only +search within this range. + +If you are unsure, you can use the full atlas range (which is set by default). + +### 2. Pitch / yaw / roll bounds (in degrees) + +Rotation parameters help match the orientation of your sample to the atlas. + +- **Pitch:** rotation around the **left-right** axis. +- **Yaw:** rotation around the **up-down** axis. +- **Roll:** rotation around the **front-back** axis. + +Each parameter can be any integer between **-180 and +180**. You define the +minimum and maximum value to search within - for example, pitch between -10 +and +10 degrees. + +You can also preview what pitch, yaw, and roll look like using the manual +refine sliders underneath the Automatic Slice Detection button. + +### 3. Bayesian optimisation parameters + +- **Initial random points:** the number of random points to sample before +optimisation begins (default: 5). +- **Bayesian iterations:** number of optimisation steps (default: 15). + +Bayesian optimisation works by first sampling a few random parameter +combinations, then using a probabilistic model (a Gaussian process) to +estimate which unexplored combinations are most promising. + +At each step, it balances exploration (trying new regions) and exploitation +(refining near the current best result). This makes it much more efficient +than a brute-force grid search. + +### 4. Similarity metric + +You can choose the metric used to score similarity between the sample and +atlas slice. + +• **MI (Mutual Information)** + +Estimated via k-nearest neighbour entropy methods. MI measures statistical +dependence between two images – it is zero if they are independent, and +increases with stronger dependency. + +• **NCC (Normalised Cross-Correlation):** + +:::{math} +NCC(A,B) = \frac{\sum_i (A_i - \bar{A})(B_i - \bar{B})} +{\sqrt{\sum_i (A_i - \bar{A})^2 \; \sum_i (B_i - \bar{B})^2}} +::: + +Captures similarity in intensity patterns, invariant to linear rescaling +of intensities. + +• **SSIM (Structural Similarity Index):** + +$$ +SSIM(A,B) = +\frac{(2\mu_A \mu_B + C_1)(2\sigma_{AB} + C_2)} +{(\mu_A^2 + \mu_B^2 + C_1)(\sigma_A^2 + \sigma_B^2 + C_2)} +$$ + +Captures perceptual differences in structure, luminance, and contrast. + +• **Combined:** + +Weighted combination of MI, NCC, and SSIM. You can customise the weight for +each metric. + +### 5. Start the optimisation + +Once parameters are confirmed, click **OK**. A progress bar will appear while +optimisation runs. When complete, the best-matching slice and rotation will +be displayed in the Napari viewer. + +You can continue to fine-tune results manually using the **pitch, yaw, and +roll sliders.** + +## Slab detection mode + +The Automatic Slice Detection widget supports both single-slice and slab +detection. + +The widget will **automatically detect** whether your moving image is a +single 2D slice or a 3D slab of multiple slices, and run the appropriate +optimisation procedure. + +How slab detection works: + +1. The optimiser first matches the **first and last slices** of your slab to +the atlas using Bayesian optimisation. +2. It then interpolates the atlas Z-indices and rotation parameters (pitch, +yaw, roll) for all intermediate slices. +3. The slab is reconstructed into the atlas space, and your moving image is +automatically aligned as a 3D block. +4. As you scroll through Z in Napari, the pitch, yaw, and roll spinboxes +dynamically update to reflect the per-slice parameters. + +### Handling slab-to-atlas alignment: + +Depending on the relative depth of your slab compared to the atlas Z-range +between the matched endpoints, three cases are handled automatically: + +• **Case 1 (Expansion):** If the atlas depth between the matched endpoints +is smaller than the slab, the target range is expanded outward until the +number of slices matches. + +• **Case 2 (Exact Match):** If the atlas depth exactly equals the slab +depth, the slab is directly mapped slice-for-slice. + +• **Case 3 (Subsampling):** If the atlas depth is larger than the slab, +slices are subsampled across the range to match the number of slab slices. + +## Logging and results + +All results, including the best slice and orientation, the final score, and +the optimisation parameters, are saved to a logging file. You can find this +in your system’s BrainGlobe directory: + +``` +/.brainglobe/brainglobe_registration_logs/ +``` + +This path is automatically created the first time you use BrainGlobe tools. +The logs can help you keep track of your registration parameters across +sessions. + +In addition to .txt summary logs, **detailed optimisation history** is also +stored. This includes: + +• **Per-iteration images:** the rotated atlas slice evaluated at each +optimisation step is saved as an image. These are stored in subfolders named +_coarse_XXX_ (pitch/yaw/z search) and _fine_XXX_ (roll search). + +• **Rotation matrices:** the 3×3 transformation matrix used for each +candidate slice is logged as a JSON-style object. + +• **Metadata:** Each saved image and data object is annotated with +iteration parameters (pitch, yaw, roll, z-slice) and the similarity score. + +• **Final summary:** the optimal pitch, yaw, roll, and z-slice are printed +to the log, along with scores before and after roll optimisation. + +These logs make it possible to retrace the entire optimisation process, +visually inspect why certain parameters were chosen, and reuse parameter +values for later experiments. + +## Recommended parameters and trade-offs + +• **Z range:** Narrowing the range (e.g., 20 slices instead of the full +atlas) significantly reduces computation time while maintaining accuracy. +If unsure, start broad and refine later. + +• **Rotation bounds:** If your sample is roughly aligned, set tighter pitch/ +yaw/roll bounds (±10–15°). Wider ranges (±90–180°) allow for more flexibility +but increase optimisation time. + +• **Bayesian iterations:** More iterations improve accuracy but linearly +increase runtime. For typical use, 10–20 iterations provide a good balance +between speed and precision. + +• **Similarity metric:** MI or the Combined metric often provide the most +robust alignment for noisy or partial data, though the best practice is to +test multiple metrics to see which performs best for your dataset. diff --git a/docs/source/documentation/brainglobe-registration/img_1.png b/docs/source/documentation/brainglobe-registration/img_1.png new file mode 100644 index 0000000000000000000000000000000000000000..7b70a3833698cf6b93b988cf87c90ca7bc160f66 GIT binary patch literal 92603 zcmcG#<6|A)7wDZfJh6?QIE`(cq%j&cMq}GfPHfv~Y}b80s=`=LR1j~;wumW;)^02%)b$GNfajt2wwjdvH9h@PE=bvqZbETOefRI>gUJwMdG_4RdsUPzg%9{T2qt&12`y5ZO4 zj0;DeR6J+wpjf4;TTrW8a5-S-zXG_jR%N7oc=1p|AL*r2EioTQhp|)pzjq=at3e=-$RS z!Gg0K6HAT1-?)D_p&}VV(A396Q`dI7O{ZUGCXtl;eNSzoh3(d`T?W@JSyZ+FBj|rO zdMmNp8Asvry4bM^uKTL|o|xUicoP0Ad(#JU{!aO}OatbNiFY$N-h@%__CY&^#{d~! zqp){j1DZujtNi;jLX!HI-Qi0*&+NF>DWy9mX&`IS*L1QiGZe^q8!pd#4+ApPie 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zH+9TlzmDS?pZ@Rg_y2YE5J*4}`qhU0xyYby9gBrX_|%k0>xmxpkF|}$$QPr4K?}D_ zU?4C5LD=t=qi&w Date: Sun, 2 Nov 2025 01:56:18 +0000 Subject: [PATCH 2/4] add dorr atlas to index.md and atlas-details.md --- .../brainglobe-atlasapi/index.md | 61 +++++++++++-------- .../usage/atlas-details.md | 9 +++ 2 files changed, 44 insertions(+), 26 deletions(-) diff --git a/docs/source/documentation/brainglobe-atlasapi/index.md b/docs/source/documentation/brainglobe-atlasapi/index.md index 122c650a..a1d92a10 100644 --- a/docs/source/documentation/brainglobe-atlasapi/index.md +++ b/docs/source/documentation/brainglobe-atlasapi/index.md @@ -21,32 +21,33 @@ Each atlas consists of data files in a common format: A number of atlases are in development, but those available currently are: -| Atlas Name | Resolution | Ages | Reference Images | Name in API & More Info | -| --- |-----------------------------| --- |--------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| -| [Allen Mouse Brain Atlas](https://doi.org/10.1016/j.cell.2020.04.007) | 10, 25, 50, and 100 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#allen-adult-mouse-brain-atlas) | -| [Allen Human Brain Atlas](https://www.brain-map.org) | 500 micron | Adult | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#allen-human-brain-atlas) | -| [Max Planck Zebrafish Brain Atlas](http://fishatlas.neuro.mpg.de) | 1 micron | 6-dpf | FISH | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#max-planck-zebrafish-brain-atlas) | -| [Enhanced and Unified Mouse Brain Atlas](https://kimlab.io/brain-map/atlas/) | 10, 25, 50, and 100 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#enhanced-and-unified-mouse-brain-atlas) | -| [Smoothed version of the Kim et al. mouse reference atlas](https://doi.org/10.1016/j.celrep.2014.12.014) | 10, 25, 50 and 100 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#smoothed-version-of-the-kim-et-al-mouse-reference-atlas) | -| [Gubra's LSFM mouse brain atlas](https://doi.org/10.1007/s12021-020-09490-8) | 20 micron | 8 to 10 weeks post natal | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#gubras-lsfm-mouse-brain-atlas) | -| [3D version of the Allen mouse spinal cord atlas](https://doi.org/10.1101/2021.05.06.443008) | 20 x 10 x 10 micron | Adult | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#d-version-of-the-allen-mouse-spinal-cord-atlas) | -| [AZBA: A 3D Adult Zebrafish Brain Atlas](https://doi.org/10.1101/2021.05.04.442625) | 4 micron | 15-16 weeks post natal | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#azba-a-3d-adult-zebrafish-brain-atlas) | -| [Waxholm Space atlas of the Sprague Dawley rat brain](https://doi.org/10.1038/s41592-023-02034-3) | 39 micron | P80 | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#waxholm-space-atlas-of-the-sprague-dawley-rat-brain) | -| [3D Edge-Aware Refined Atlases Derived from the Allen Developing Mouse Brain Atlases](https://doi.org/10.7554/eLife.61408) | 16, 16.75, and 25 micron | E13, E15, E18, P4, P14, P28 & P56 | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#d-edge-aware-refined-atlases-derived-from-the-allen-developing-mouse-brain-atlases) | -| [Princeton Mouse Brain Atlas](https://brainmaps.princeton.edu/2020/09/princeton-mouse-brain-atlas-links) | 20 micron | >P56 (older animals included) | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#princeton-mouse-brain-atlas) | -| [Kim Lab Developmental CCF v1.0](https://doi.org/10.6084/m9.figshare.26377171.v1) | 20, 31.5, 34, 37.5, 40, and 50 micron | E11.5, E13.5, E15.5, E18.5, P04, P14, P56 | LSFM and MRI (adc, dwi, fa, T2) | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kim-lab-developmental-ccf-v1-0) | -| [Kim Lab Developmental CCF v001](https://data.mendeley.com/datasets/2svx788ddf/1) | 10 micron | P56 | STP, LSFM (iDISCO) and MRI (a0, adc, dwo, fa, MTR, T2) | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kim-lab-developmental-ccf-v001-p56) | -| [Blind Mexican Cavefish Brain Atlas](https://doi.org/10.7554/eLife.80777) | 2 micron | 6 days post fertilisation | IHC | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#blind-mexican-cavefish-brain-atlas) | -| [BlueBrain Barrel Cortex Atlas](https://doi.org/10.1162/imag_a_00209) | 10 and 25 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#bluebrain-barrel-cortex-atlas) | -| [UNAM Axolotl Brain Atlas](https://doi.org/10.1038/s41598-021-89357-3) | 40 micron | ~ 3 months post hatching | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#unam-axolotl-brain-atlas) | -| [Prairie Vole Brain Atlas](https://doi.org/10.7554/eLife.87029.3.sa0) | 25 micron | Unknown | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#prairie-vole-brain-atlas) | -| [Gubra's stereotaxic MRI mouse brain atlas](https://doi.org/10.1007/s12021-023-09623-9) | 25 micron | 10-week-old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#gubras-mri-mouse-brain-atlas) | -| [MRI mouse lemur brain atlas](https://doi.org/10.1016/j.dib.2018.10.067) | 91 micron | 15–58 months | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#mri-mouse-lemur-brain-atlas) | -| [Australian Mouse Brain Atlas](https://doi.org/10.1016/j.ymeth.2015.01.005) | 15 micron | 12 week old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#australian-mouse-brain-atlas) | -| [Cat brain atlas](https://doi.org/10.1002/cne.24271) | 500 micron | Adult | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#cat-brain-atlas) | -| [Eurasian blackcap atlas](https://doi.org/10.1101/2025.03.04.641293) | 25 micron| Adult | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#eurasian-blackcap-atlas) | -| [BlueBrain CCFv3 Augmented](https://doi.org/10.1162/imag_a_00565) | 10 and 25 micron | P56 | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#ccfv3-augmented-mouse-atlas) | -|[Kocher Bumblebee Brain Atlas](https://doi.org/10.1016/j.cub.2022.04.066) | (2.542, 1.2407, 1.2407) micron | Adult Worker | Confocal | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kocher-bumblebee-brain-atlas) | +| Atlas Name | Resolution | Ages | Reference Images | Name in API & More Info | +|----------------------------------------------------------------------------------------------------------------------------|---------------------------------------|-------------------------------------------|--------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| +| [Allen Mouse Brain Atlas](https://doi.org/10.1016/j.cell.2020.04.007) | 10, 25, 50, and 100 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#allen-adult-mouse-brain-atlas) | +| [Allen Human Brain Atlas](https://www.brain-map.org) | 500 micron | Adult | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#allen-human-brain-atlas) | +| [Max Planck Zebrafish Brain Atlas](http://fishatlas.neuro.mpg.de) | 1 micron | 6-dpf | FISH | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#max-planck-zebrafish-brain-atlas) | +| [Enhanced and Unified Mouse Brain Atlas](https://kimlab.io/brain-map/atlas/) | 10, 25, 50, and 100 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#enhanced-and-unified-mouse-brain-atlas) | +| [Smoothed version of the Kim et al. mouse reference atlas](https://doi.org/10.1016/j.celrep.2014.12.014) | 10, 25, 50 and 100 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#smoothed-version-of-the-kim-et-al-mouse-reference-atlas) | +| [Gubra's LSFM mouse brain atlas](https://doi.org/10.1007/s12021-020-09490-8) | 20 micron | 8 to 10 weeks post natal | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#gubras-lsfm-mouse-brain-atlas) | +| [3D version of the Allen mouse spinal cord atlas](https://doi.org/10.1101/2021.05.06.443008) | 20 x 10 x 10 micron | Adult | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#d-version-of-the-allen-mouse-spinal-cord-atlas) | +| [AZBA: A 3D Adult Zebrafish Brain Atlas](https://doi.org/10.1101/2021.05.04.442625) | 4 micron | 15-16 weeks post natal | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#azba-a-3d-adult-zebrafish-brain-atlas) | +| [Waxholm Space atlas of the Sprague Dawley rat brain](https://doi.org/10.1038/s41592-023-02034-3) | 39 micron | P80 | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#waxholm-space-atlas-of-the-sprague-dawley-rat-brain) | +| [3D Edge-Aware Refined Atlases Derived from the Allen Developing Mouse Brain Atlases](https://doi.org/10.7554/eLife.61408) | 16, 16.75, and 25 micron | E13, E15, E18, P4, P14, P28 & P56 | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#d-edge-aware-refined-atlases-derived-from-the-allen-developing-mouse-brain-atlases) | +| [Princeton Mouse Brain Atlas](https://brainmaps.princeton.edu/2020/09/princeton-mouse-brain-atlas-links) | 20 micron | >P56 (older animals included) | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#princeton-mouse-brain-atlas) | +| [Kim Lab Developmental CCF v1.0](https://doi.org/10.6084/m9.figshare.26377171.v1) | 20, 31.5, 34, 37.5, 40, and 50 micron | E11.5, E13.5, E15.5, E18.5, P04, P14, P56 | LSFM and MRI (adc, dwi, fa, T2) | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kim-lab-developmental-ccf-v1-0) | +| [Kim Lab Developmental CCF v001](https://data.mendeley.com/datasets/2svx788ddf/1) | 10 micron | P56 | STP, LSFM (iDISCO) and MRI (a0, adc, dwo, fa, MTR, T2) | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kim-lab-developmental-ccf-v001-p56) | +| [Blind Mexican Cavefish Brain Atlas](https://doi.org/10.7554/eLife.80777) | 2 micron | 6 days post fertilisation | IHC | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#blind-mexican-cavefish-brain-atlas) | +| [BlueBrain Barrel Cortex Atlas](https://doi.org/10.1162/imag_a_00209) | 10 and 25 micron | P56 | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#bluebrain-barrel-cortex-atlas) | +| [UNAM Axolotl Brain Atlas](https://doi.org/10.1038/s41598-021-89357-3) | 40 micron | ~ 3 months post hatching | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#unam-axolotl-brain-atlas) | +| [Prairie Vole Brain Atlas](https://doi.org/10.7554/eLife.87029.3.sa0) | 25 micron | Unknown | LSFM | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#prairie-vole-brain-atlas) | +| [Gubra's stereotaxic MRI mouse brain atlas](https://doi.org/10.1007/s12021-023-09623-9) | 25 micron | 10-week-old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#gubras-mri-mouse-brain-atlas) | +| [MRI mouse lemur brain atlas](https://doi.org/10.1016/j.dib.2018.10.067) | 91 micron | 15–58 months | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#mri-mouse-lemur-brain-atlas) | +| [Australian Mouse Brain Atlas](https://doi.org/10.1016/j.ymeth.2015.01.005) | 15 micron | 12 week old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#australian-mouse-brain-atlas) | +| [Cat brain atlas](https://doi.org/10.1002/cne.24271) | 500 micron | Adult | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#cat-brain-atlas) | +| [Eurasian blackcap atlas](https://doi.org/10.1101/2025.03.04.641293) | 25 micron | Adult | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#eurasian-blackcap-atlas) | +| [BlueBrain CCFv3 Augmented](https://doi.org/10.1162/imag_a_00565) | 10 and 25 micron | P56 | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#ccfv3-augmented-mouse-atlas) | +| [Kocher Bumblebee Brain Atlas](https://doi.org/10.1016/j.cub.2022.04.066) | (2.542, 1.2407, 1.2407) micron | Adult Worker | Confocal | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kocher-bumblebee-brain-atlas) | +| [Dorr MRI Mouse Atlas](https://doi.org/10.1016/j.neuroimage.2008.03.037) | 32 micron | 12 week old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#dorr_mri_mouse_atlas) | ## Installation @@ -81,3 +82,11 @@ If you find the BrainGlobe Atlas API useful, please cite the paper in your work: >Claudi, F., Petrucco, L., Tyson, A. L., Branco, T., Margrie, T. W. and Portugues, R. (2020). BrainGlobe Atlas API: a common interface for neuroanatomical atlases. Journal of Open Source Software, 5(54), 2668, **Don't forget to cite the developers of the atlas that you used!** + + +## API Reference + +```{toctree} +:maxdepth: 1 +api +``` diff --git a/docs/source/documentation/brainglobe-atlasapi/usage/atlas-details.md b/docs/source/documentation/brainglobe-atlasapi/usage/atlas-details.md index e7a21a6a..62158d5d 100644 --- a/docs/source/documentation/brainglobe-atlasapi/usage/atlas-details.md +++ b/docs/source/documentation/brainglobe-atlasapi/usage/atlas-details.md @@ -203,6 +203,15 @@ The CCFv3 Augmented also includes new delineations of the granular layer of the Available versions: * `ccfv3augmented_mouse_10um` - 10μm resolution * `ccfv3augmented_mouse_25um` - 25μm resolution +### [Dorr MRI Mouse Atlas](https://doi.org/10.1016/j.neuroimage.2008.03.037) +This atlas is a high-resolution, three-dimensional MRI-based atlas of the adult C57Bl/6J mouse brain, providing +comprehensive anatomical coverage of the cerebrum, cerebellum, and brainstem. The atlas was constructed from +within-skull, T2-weighted MR images acquired at 32 μm isotropic resolution from forty 12-week-old mice scanned on a 7 T +scanner. Following normalisation, registration, and averaging of individual scans, 62 distinct brain structures were +manually delineated. + +Available versions: +* `dorr_mouse_mri_32um` ## Rat ### [Waxholm Space atlas of the Sprague Dawley rat brain](https://doi.org/10.1038/s41592-023-02034-3) The Waxholm Space rat brain atlas features annotations of 222 structures, alongside a 39μm MRI template. It provides detailed delineations From 53c074ab3a1dce7e20c62e0e0407bdd0ce028d15 Mon Sep 17 00:00:00 2001 From: saarah815 Date: Mon, 3 Nov 2025 23:50:01 +0000 Subject: [PATCH 3/4] remove automated target selection docs --- .../automated-target-selection.md | 221 ------------------ .../brainglobe-registration/img_1.png | Bin 92603 -> 0 bytes 2 files changed, 221 deletions(-) delete mode 100644 docs/source/documentation/brainglobe-registration/automated-target-selection.md delete mode 100644 docs/source/documentation/brainglobe-registration/img_1.png diff --git a/docs/source/documentation/brainglobe-registration/automated-target-selection.md b/docs/source/documentation/brainglobe-registration/automated-target-selection.md deleted file mode 100644 index 510ec871..00000000 --- a/docs/source/documentation/brainglobe-registration/automated-target-selection.md +++ /dev/null @@ -1,221 +0,0 @@ -# automatic target selection widget - -## Introduction - -Previously, selecting the appropriate region of the atlas (i.e. the slice or -sub-volume to use as a registration target) was a **manual process**. Users -would visually scroll through atlas slices, estimate where their sample -belonged, and manually input corresponding rotation angles. - -This process could be time-consuming and error-prone - especially when -working with noisy or partial data. - -`automated_target_selection` enables **automatic atlas target selection**, -integrated directly into the [brainglobe-registration](https://github.com/brainglobe/brainglobe-registration) -Napari plugin. - -## Details - -The new `automated_target_selection` widget allows users to automatically -determine the **best-matching slice and rotation parameters** (pitch, yaw, -roll) of a [brainglobe-atlasapi](https://github.com/brainglobe/brainglobe-atlasapi) -atlas for a given 2D sample image. - -This serves as a pre-processing step before full registration and removes the -guesswork from target selection. - -The widget uses [Bayesian Optimisation](https://github.com/bayesian-optimization/BayesianOptimization) -to iteratively find the atlas slice and orientation that maximises image -similarity between your sample and candidate atlas slices. - -## How to install - -The widget is included in the latest version of `brainglobe-registration`. -You can install `brainglobe-registration` via [pip](https://pypi.org/project/pip/): - -``` -pip install brainglobe-registration -``` -If already installed, upgrade to the latest version: -``` -pip install brainglobe-registration --upgrade -``` - -Or install [via napari](https://napari.org/stable/plugins/start_using_plugins/finding_and_installing_plugins.html). - -## How to use - -After scaling your image in the *Prepare Images* section of the plugin, you -can open the **Automatic Slice Detection** dialog. You can then define a few -key parameters: - -![img_1.png](img_1.png) - -### 1. Z range - -Use the Napari z-slider to estimate a rough region of the atlas that your -sample might correspond to - e.g. slices 50 to 80. The optimisation will only -search within this range. - -If you are unsure, you can use the full atlas range (which is set by default). - -### 2. Pitch / yaw / roll bounds (in degrees) - -Rotation parameters help match the orientation of your sample to the atlas. - -- **Pitch:** rotation around the **left-right** axis. -- **Yaw:** rotation around the **up-down** axis. -- **Roll:** rotation around the **front-back** axis. - -Each parameter can be any integer between **-180 and +180**. You define the -minimum and maximum value to search within - for example, pitch between -10 -and +10 degrees. - -You can also preview what pitch, yaw, and roll look like using the manual -refine sliders underneath the Automatic Slice Detection button. - -### 3. Bayesian optimisation parameters - -- **Initial random points:** the number of random points to sample before -optimisation begins (default: 5). -- **Bayesian iterations:** number of optimisation steps (default: 15). - -Bayesian optimisation works by first sampling a few random parameter -combinations, then using a probabilistic model (a Gaussian process) to -estimate which unexplored combinations are most promising. - -At each step, it balances exploration (trying new regions) and exploitation -(refining near the current best result). This makes it much more efficient -than a brute-force grid search. - -### 4. Similarity metric - -You can choose the metric used to score similarity between the sample and -atlas slice. - -• **MI (Mutual Information)** - -Estimated via k-nearest neighbour entropy methods. MI measures statistical -dependence between two images – it is zero if they are independent, and -increases with stronger dependency. - -• **NCC (Normalised Cross-Correlation):** - -:::{math} -NCC(A,B) = \frac{\sum_i (A_i - \bar{A})(B_i - \bar{B})} -{\sqrt{\sum_i (A_i - \bar{A})^2 \; \sum_i (B_i - \bar{B})^2}} -::: - -Captures similarity in intensity patterns, invariant to linear rescaling -of intensities. - -• **SSIM (Structural Similarity Index):** - -$$ -SSIM(A,B) = -\frac{(2\mu_A \mu_B + C_1)(2\sigma_{AB} + C_2)} -{(\mu_A^2 + \mu_B^2 + C_1)(\sigma_A^2 + \sigma_B^2 + C_2)} -$$ - -Captures perceptual differences in structure, luminance, and contrast. - -• **Combined:** - -Weighted combination of MI, NCC, and SSIM. You can customise the weight for -each metric. - -### 5. Start the optimisation - -Once parameters are confirmed, click **OK**. A progress bar will appear while -optimisation runs. When complete, the best-matching slice and rotation will -be displayed in the Napari viewer. - -You can continue to fine-tune results manually using the **pitch, yaw, and -roll sliders.** - -## Slab detection mode - -The Automatic Slice Detection widget supports both single-slice and slab -detection. - -The widget will **automatically detect** whether your moving image is a -single 2D slice or a 3D slab of multiple slices, and run the appropriate -optimisation procedure. - -How slab detection works: - -1. The optimiser first matches the **first and last slices** of your slab to -the atlas using Bayesian optimisation. -2. It then interpolates the atlas Z-indices and rotation parameters (pitch, -yaw, roll) for all intermediate slices. -3. The slab is reconstructed into the atlas space, and your moving image is -automatically aligned as a 3D block. -4. As you scroll through Z in Napari, the pitch, yaw, and roll spinboxes -dynamically update to reflect the per-slice parameters. - -### Handling slab-to-atlas alignment: - -Depending on the relative depth of your slab compared to the atlas Z-range -between the matched endpoints, three cases are handled automatically: - -• **Case 1 (Expansion):** If the atlas depth between the matched endpoints -is smaller than the slab, the target range is expanded outward until the -number of slices matches. - -• **Case 2 (Exact Match):** If the atlas depth exactly equals the slab -depth, the slab is directly mapped slice-for-slice. - -• **Case 3 (Subsampling):** If the atlas depth is larger than the slab, -slices are subsampled across the range to match the number of slab slices. - -## Logging and results - -All results, including the best slice and orientation, the final score, and -the optimisation parameters, are saved to a logging file. You can find this -in your system’s BrainGlobe directory: - -``` -/.brainglobe/brainglobe_registration_logs/ -``` - -This path is automatically created the first time you use BrainGlobe tools. -The logs can help you keep track of your registration parameters across -sessions. - -In addition to .txt summary logs, **detailed optimisation history** is also -stored. This includes: - -• **Per-iteration images:** the rotated atlas slice evaluated at each -optimisation step is saved as an image. These are stored in subfolders named -_coarse_XXX_ (pitch/yaw/z search) and _fine_XXX_ (roll search). - -• **Rotation matrices:** the 3×3 transformation matrix used for each -candidate slice is logged as a JSON-style object. - -• **Metadata:** Each saved image and data object is annotated with -iteration parameters (pitch, yaw, roll, z-slice) and the similarity score. - -• **Final summary:** the optimal pitch, yaw, roll, and z-slice are printed -to the log, along with scores before and after roll optimisation. - -These logs make it possible to retrace the entire optimisation process, -visually inspect why certain parameters were chosen, and reuse parameter -values for later experiments. - -## Recommended parameters and trade-offs - -• **Z range:** Narrowing the range (e.g., 20 slices instead of the full -atlas) significantly reduces computation time while maintaining accuracy. -If unsure, start broad and refine later. - -• **Rotation bounds:** If your sample is roughly aligned, set tighter pitch/ -yaw/roll bounds (±10–15°). Wider ranges (±90–180°) allow for more flexibility -but increase optimisation time. - -• **Bayesian iterations:** More iterations improve accuracy but linearly -increase runtime. 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zH+9TlzmDS?pZ@Rg_y2YE5J*4}`qhU0xyYby9gBrX_|%k0>xmxpkF|}$$QPr4K?}D_ zU?4C5LD=t=qi&w Date: Tue, 4 Nov 2025 16:03:27 +0000 Subject: [PATCH 4/4] Update docs/source/documentation/brainglobe-atlasapi/index.md Co-authored-by: Igor Tatarnikov <61896994+IgorTatarnikov@users.noreply.github.com> --- docs/source/documentation/brainglobe-atlasapi/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/documentation/brainglobe-atlasapi/index.md b/docs/source/documentation/brainglobe-atlasapi/index.md index a1d92a10..cf35e463 100644 --- a/docs/source/documentation/brainglobe-atlasapi/index.md +++ b/docs/source/documentation/brainglobe-atlasapi/index.md @@ -47,7 +47,7 @@ A number of atlases are in development, but those available currently are: | [Eurasian blackcap atlas](https://doi.org/10.1101/2025.03.04.641293) | 25 micron | Adult | STPT | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#eurasian-blackcap-atlas) | | [BlueBrain CCFv3 Augmented](https://doi.org/10.1162/imag_a_00565) | 10 and 25 micron | P56 | Nissl | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#ccfv3-augmented-mouse-atlas) | | [Kocher Bumblebee Brain Atlas](https://doi.org/10.1016/j.cub.2022.04.066) | (2.542, 1.2407, 1.2407) micron | Adult Worker | Confocal | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#kocher-bumblebee-brain-atlas) | -| [Dorr MRI Mouse Atlas](https://doi.org/10.1016/j.neuroimage.2008.03.037) | 32 micron | 12 week old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#dorr_mri_mouse_atlas) | +| [Dorr MRI Mouse Atlas](https://doi.org/10.1016/j.neuroimage.2008.03.037) | 32 micron | 12 week old | MRI | [![More info](https://img.shields.io/badge/More%20info-Click%20here-blue)](https://brainglobe.info/documentation/brainglobe-atlasapi/usage/atlas-details.html#dorr-mri-mouse-atlas) | ## Installation