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Class: PSFBeadsKeyMeasurements

URI: microscopemetrics_schema:PSFBeadsKeyMeasurements

classDiagram class PSFBeadsKeyMeasurements click PSFBeadsKeyMeasurements href "../PSFBeadsKeyMeasurements" KeyMeasurements <|-- PSFBeadsKeyMeasurements click KeyMeasurements href "../KeyMeasurements" PSFBeadsKeyMeasurements : average_bead_fit_r2_x PSFBeadsKeyMeasurements : average_bead_fit_r2_y PSFBeadsKeyMeasurements : average_bead_fit_r2_z PSFBeadsKeyMeasurements : average_bead_fwhm_lateral_asymmetry_ratio PSFBeadsKeyMeasurements : average_bead_fwhm_micron_x PSFBeadsKeyMeasurements : average_bead_fwhm_micron_y PSFBeadsKeyMeasurements : average_bead_fwhm_micron_z PSFBeadsKeyMeasurements : average_bead_fwhm_pixel_x PSFBeadsKeyMeasurements : average_bead_fwhm_pixel_y PSFBeadsKeyMeasurements : average_bead_fwhm_pixel_z PSFBeadsKeyMeasurements : average_bead_intensity_integrated PSFBeadsKeyMeasurements : average_bead_intensity_max PSFBeadsKeyMeasurements : average_bead_intensity_min PSFBeadsKeyMeasurements : average_bead_intensity_std PSFBeadsKeyMeasurements : channel_name PSFBeadsKeyMeasurements : channel_nr PSFBeadsKeyMeasurements : considered_axial_edge_count PSFBeadsKeyMeasurements : considered_bad_fit_x_count PSFBeadsKeyMeasurements : considered_bad_fit_y_count PSFBeadsKeyMeasurements : considered_bad_fit_z_count PSFBeadsKeyMeasurements : considered_intensity_outlier_count PSFBeadsKeyMeasurements : considered_lateral_edge_count PSFBeadsKeyMeasurements : considered_self_proximity_count PSFBeadsKeyMeasurements : considered_valid_count PSFBeadsKeyMeasurements : data_reference PSFBeadsKeyMeasurements --> "0..1" DataReference : data_reference click DataReference href "../DataReference" PSFBeadsKeyMeasurements : description PSFBeadsKeyMeasurements : fit_r2_x_mean PSFBeadsKeyMeasurements : fit_r2_x_median PSFBeadsKeyMeasurements : fit_r2_x_std PSFBeadsKeyMeasurements : fit_r2_y_mean PSFBeadsKeyMeasurements : fit_r2_y_median PSFBeadsKeyMeasurements : fit_r2_y_std PSFBeadsKeyMeasurements : fit_r2_z_mean PSFBeadsKeyMeasurements : fit_r2_z_median PSFBeadsKeyMeasurements : fit_r2_z_std PSFBeadsKeyMeasurements : fwhm_lateral_asymmetry_ratio_mean PSFBeadsKeyMeasurements : fwhm_lateral_asymmetry_ratio_median PSFBeadsKeyMeasurements : fwhm_lateral_asymmetry_ratio_std PSFBeadsKeyMeasurements : fwhm_micron_x_mean PSFBeadsKeyMeasurements : fwhm_micron_x_median PSFBeadsKeyMeasurements : fwhm_micron_x_std PSFBeadsKeyMeasurements : fwhm_micron_y_mean PSFBeadsKeyMeasurements : fwhm_micron_y_median PSFBeadsKeyMeasurements : fwhm_micron_y_std PSFBeadsKeyMeasurements : fwhm_micron_z_mean PSFBeadsKeyMeasurements : fwhm_micron_z_median PSFBeadsKeyMeasurements : fwhm_micron_z_std PSFBeadsKeyMeasurements : fwhm_pixel_x_mean PSFBeadsKeyMeasurements : fwhm_pixel_x_median PSFBeadsKeyMeasurements : fwhm_pixel_x_std PSFBeadsKeyMeasurements : fwhm_pixel_y_mean PSFBeadsKeyMeasurements : fwhm_pixel_y_median PSFBeadsKeyMeasurements : fwhm_pixel_y_std PSFBeadsKeyMeasurements : fwhm_pixel_z_mean PSFBeadsKeyMeasurements : fwhm_pixel_z_median PSFBeadsKeyMeasurements : fwhm_pixel_z_std PSFBeadsKeyMeasurements : intensity_integrated_mean PSFBeadsKeyMeasurements : intensity_integrated_median PSFBeadsKeyMeasurements : intensity_integrated_std PSFBeadsKeyMeasurements : intensity_max_mean PSFBeadsKeyMeasurements : intensity_max_median PSFBeadsKeyMeasurements : intensity_max_std PSFBeadsKeyMeasurements : intensity_min_mean PSFBeadsKeyMeasurements : intensity_min_median PSFBeadsKeyMeasurements : intensity_min_std PSFBeadsKeyMeasurements : intensity_std_mean PSFBeadsKeyMeasurements : intensity_std_median PSFBeadsKeyMeasurements : intensity_std_std PSFBeadsKeyMeasurements : linked_references PSFBeadsKeyMeasurements --> "*" DataReference : linked_references click DataReference href "../DataReference" PSFBeadsKeyMeasurements : name PSFBeadsKeyMeasurements : table_data PSFBeadsKeyMeasurements --> "0..1" MetaObject : table_data click MetaObject href "../MetaObject" PSFBeadsKeyMeasurements : total_bead_count

Inheritance

Slots

Name Cardinality and Range Description Inheritance
channel_name *
String
The channel name to which the measurements apply direct
channel_nr *
Integer
The channel number to which the measurements apply direct
total_bead_count *
Integer
Total number of beads detected in the image direct
considered_valid_count *
Integer
Number of beads analyzed direct
considered_self_proximity_count *
Integer
Number of beads considered for being too close to another bead direct
considered_lateral_edge_count *
Integer
Number of beads considered for being too close to the edge of the image direct
considered_axial_edge_count *
Integer
Number of beads considered as being too close to the top and or bottom of the... direct
considered_intensity_outlier_count *
Integer
Number of beads considered as being too intense and potentially represent a c... direct
considered_bad_fit_z_count *
Integer
Number of beads considered as having a bad fit quality in the z axis direct
considered_bad_fit_y_count *
Integer
Number of beads considered as having a bad fit quality in the y axis direct
considered_bad_fit_x_count *
Integer
Number of beads considered as having a bad fit quality in the x axis direct
intensity_integrated_mean *
Float
Mean integrated intensity of the analyzed beads direct
intensity_integrated_median *
Float
Median integrated intensity of the analyzed beads direct
intensity_integrated_std *
Float
Standard deviation of the integrated intensity of the analyzed beads direct
intensity_max_mean *
Float
Mean maximum intensity of the analyzed beads direct
intensity_max_median *
Float
Median maximum intensity of the analyzed beads direct
intensity_max_std *
Float
Standard deviation of the maximum intensity of the analyzed beads direct
intensity_min_mean *
Float
Mean minimum intensity of the analyzed beads direct
intensity_min_median *
Float
Median minimum intensity of the analyzed beads direct
intensity_min_std *
Float
Standard deviation of the minimum intensity of the analyzed beads direct
intensity_std_mean *
Float
Mean standard deviation of the intensity of the analyzed beads direct
intensity_std_median *
Float
Median standard deviation of the intensity of the analyzed beads direct
intensity_std_std *
Float
Standard deviation of the standard deviation of the intensity of the analyzed... direct
fit_r2_z_mean *
Float
Mean coefficient of determination (R^2) in the z axis for the analyzed beads direct
fit_r2_z_median *
Float
Median coefficient of determination (R^2) in the z axis for the analyzed bead... direct
fit_r2_z_std *
Float
Standard deviation of the coefficient of determination (R^2) in the z axis fo... direct
fit_r2_y_mean *
Float
Mean coefficient of determination (R^2) in the y axis for the analyzed beads direct
fit_r2_y_median *
Float
Median coefficient of determination (R^2) in the y axis for the analyzed bead... direct
fit_r2_y_std *
Float
Standard deviation of the coefficient of determination (R^2) in the y axis fo... direct
fit_r2_x_mean *
Float
Mean coefficient of determination (R^2) in the x axis for the analyzed beads direct
fit_r2_x_median *
Float
Median coefficient of determination (R^2) in the x axis for the analyzed bead... direct
fit_r2_x_std *
Float
Standard deviation of the coefficient of determination (R^2) in the x axis fo... direct
fwhm_pixel_z_mean *
Float
Mean FWHM for the analyzed beads in the Z axis in pixels direct
fwhm_pixel_z_median *
Float
Median FWHM for the analyzed beads in the Z axis in pixels direct
fwhm_pixel_z_std *
Float
Standard deviation of the FWHM for the analyzed beads in the Z axis in pixels direct
fwhm_pixel_y_mean *
Float
Mean FWHM for the analyzed beads in the Y axis in pixels direct
fwhm_pixel_y_median *
Float
Median FWHM for the analyzed beads in the Y axis in pixels direct
fwhm_pixel_y_std *
Float
Standard deviation of the FWHM for the analyzed beads in the Y axis in pixels direct
fwhm_pixel_x_mean *
Float
Mean FWHM for the analyzed beads in the X axis in pixels direct
fwhm_pixel_x_median *
Float
Median FWHM for the analyzed beads in the X axis in pixels direct
fwhm_pixel_x_std *
Float
Standard deviation of the FWHM for the analyzed beads in the X axis in pixels direct
fwhm_micron_z_mean *
Float
Mean FWHM for the analyzed beads in the Z axis in microns direct
fwhm_micron_z_median *
Float
Median FWHM for the analyzed beads in the Z axis in microns direct
fwhm_micron_z_std *
Float
Standard deviation of the FWHM for the analyzed beads in the Z axis in micron... direct
fwhm_micron_y_mean *
Float
Mean FWHM for the analyzed beads in the Y axis in microns direct
fwhm_micron_y_median *
Float
Median FWHM for the analyzed beads in the Y axis in microns direct
fwhm_micron_y_std *
Float
Standard deviation of the FWHM for the analyzed beads in the Y axis in micron... direct
fwhm_micron_x_mean *
Float
Mean FWHM for the analyzed beads in the X axis in microns direct
fwhm_micron_x_median *
Float
Median FWHM for the analyzed beads in the X axis in microns direct
fwhm_micron_x_std *
Float
Standard deviation of the FWHM for the analyzed beads in the X axis in micron... direct
fwhm_lateral_asymmetry_ratio_mean *
Float
Mean lateral FWHM asymmetry ratio for the analyzed beads direct
fwhm_lateral_asymmetry_ratio_median *
Float
Median lateral FWHM asymmetry ratio for the analyzed beads direct
fwhm_lateral_asymmetry_ratio_std *
Float
Standard deviation of the lateral FWHM asymmetry ratio for the analyzed beads direct
average_bead_fit_r2_z *
Float
Average coefficient of determination (R^2) for the fits in the Z axis of the ... direct
average_bead_fit_r2_y *
Float
Average coefficient of determination (R^2) for the fits in the Y axis of the ... direct
average_bead_fit_r2_x *
Float
Average coefficient of determination (R^2) for the fits in the X axis of the ... direct
average_bead_fwhm_pixel_z *
Float
FWHM for the average bead in the Z axis in pixels direct
average_bead_fwhm_pixel_y *
Float
FWHM for the average bead in the Y axis in pixels direct
average_bead_fwhm_pixel_x *
Float
FWHM for the average bead in the X axis in pixels direct
average_bead_fwhm_micron_z *
Float
Average FWHM for the beads in the Z axis in microns direct
average_bead_fwhm_micron_y *
Float
FWHM for the average bead in the Y axis in microns direct
average_bead_fwhm_micron_x *
Float
FWHM for the average bead in the X axis in microns direct
average_bead_fwhm_lateral_asymmetry_ratio *
Float
Lateral FWHM asymmetry ratio for the average bead direct
average_bead_intensity_integrated *
Float
Integrated intensity for the average bead direct
average_bead_intensity_max *
Float
Maximum intensity for the average bead direct
average_bead_intensity_min *
Float
Minimum intensity for the average bead direct
average_bead_intensity_std *
Float
Standard deviation of the intensity for the average bead direct
table_data 0..1
MetaObject
A non-required slot for non-serializable table data object KeyMeasurements
data_reference 0..1
DataReference
A reference to the data MetricsObject
linked_references *
DataReference
A list of linked references MetricsObject
name 0..1
String
The human readable name of an entity NamedObject
description 0..1
String
A human readable description of an entity NamedObject

Usages

used by used in type used
PSFBeadsOutput key_measurements range PSFBeadsKeyMeasurements

Identifier and Mapping Information

Schema Source

  • from schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema

Mappings

Mapping Type Mapped Value
self microscopemetrics_schema:PSFBeadsKeyMeasurements
native microscopemetrics_schema:PSFBeadsKeyMeasurements

LinkML Source

Direct

name: PSFBeadsKeyMeasurements
from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
is_a: KeyMeasurements
slots:
- channel_name
- channel_nr
- total_bead_count
- considered_valid_count
- considered_self_proximity_count
- considered_lateral_edge_count
- considered_axial_edge_count
- considered_intensity_outlier_count
- considered_bad_fit_z_count
- considered_bad_fit_y_count
- considered_bad_fit_x_count
- intensity_integrated_mean
- intensity_integrated_median
- intensity_integrated_std
- intensity_max_mean
- intensity_max_median
- intensity_max_std
- intensity_min_mean
- intensity_min_median
- intensity_min_std
- intensity_std_mean
- intensity_std_median
- intensity_std_std
- fit_r2_z_mean
- fit_r2_z_median
- fit_r2_z_std
- fit_r2_y_mean
- fit_r2_y_median
- fit_r2_y_std
- fit_r2_x_mean
- fit_r2_x_median
- fit_r2_x_std
- fwhm_pixel_z_mean
- fwhm_pixel_z_median
- fwhm_pixel_z_std
- fwhm_pixel_y_mean
- fwhm_pixel_y_median
- fwhm_pixel_y_std
- fwhm_pixel_x_mean
- fwhm_pixel_x_median
- fwhm_pixel_x_std
- fwhm_micron_z_mean
- fwhm_micron_z_median
- fwhm_micron_z_std
- fwhm_micron_y_mean
- fwhm_micron_y_median
- fwhm_micron_y_std
- fwhm_micron_x_mean
- fwhm_micron_x_median
- fwhm_micron_x_std
- fwhm_lateral_asymmetry_ratio_mean
- fwhm_lateral_asymmetry_ratio_median
- fwhm_lateral_asymmetry_ratio_std
- average_bead_fit_r2_z
- average_bead_fit_r2_y
- average_bead_fit_r2_x
- average_bead_fwhm_pixel_z
- average_bead_fwhm_pixel_y
- average_bead_fwhm_pixel_x
- average_bead_fwhm_micron_z
- average_bead_fwhm_micron_y
- average_bead_fwhm_micron_x
- average_bead_fwhm_lateral_asymmetry_ratio
- average_bead_intensity_integrated
- average_bead_intensity_max
- average_bead_intensity_min
- average_bead_intensity_std

Induced

name: PSFBeadsKeyMeasurements
from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
is_a: KeyMeasurements
attributes:
  channel_name:
    name: channel_name
    description: The channel name to which the measurements apply
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: channel_name
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - FieldIlluminationKeyMeasurements
    - PSFBeadsKeyMeasurements
    range: string
    multivalued: true
  channel_nr:
    name: channel_nr
    description: The channel number to which the measurements apply
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: channel_nr
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - FieldIlluminationKeyMeasurements
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
    minimum_value: 0
  total_bead_count:
    name: total_bead_count
    description: Total number of beads detected in the image. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: total_bead_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_valid_count:
    name: considered_valid_count
    description: Number of beads analyzed. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_valid_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_self_proximity_count:
    name: considered_self_proximity_count
    description: Number of beads considered for being too close to another bead. One
      value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_self_proximity_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_lateral_edge_count:
    name: considered_lateral_edge_count
    description: Number of beads considered for being too close to the edge of the
      image. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_lateral_edge_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_axial_edge_count:
    name: considered_axial_edge_count
    description: Number of beads considered as being too close to the top and or bottom
      of the image. These beads are not considered for the z axis FWHM measurements.
      One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_axial_edge_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_intensity_outlier_count:
    name: considered_intensity_outlier_count
    description: Number of beads considered as being too intense and potentially represent
      a cluster of beads. These beads have a robust z-score over the requested threshold.
      Measurements on these beads are not averaged into the key measurements. One
      value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_intensity_outlier_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_bad_fit_z_count:
    name: considered_bad_fit_z_count
    description: Number of beads considered as having a bad fit quality in the z axis.
      The fitting meassureemnts are  not averaged into the key measurements. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_bad_fit_z_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_bad_fit_y_count:
    name: considered_bad_fit_y_count
    description: Number of beads considered as having a bad fit quality in the y axis.
      The fitting meassureemnts are  not averaged into the key measurements. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_bad_fit_y_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  considered_bad_fit_x_count:
    name: considered_bad_fit_x_count
    description: Number of beads considered as having a bad fit quality in the x axis.
      The fitting meassureemnts are  not averaged into the key measurements. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: considered_bad_fit_x_count
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: integer
    multivalued: true
  intensity_integrated_mean:
    name: intensity_integrated_mean
    description: Mean integrated intensity of the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_integrated_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_integrated_median:
    name: intensity_integrated_median
    description: Median integrated intensity of the analyzed beads. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_integrated_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_integrated_std:
    name: intensity_integrated_std
    description: Standard deviation of the integrated intensity of the analyzed beads.
      One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_integrated_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_max_mean:
    name: intensity_max_mean
    description: Mean maximum intensity of the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_max_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_max_median:
    name: intensity_max_median
    description: Median maximum intensity of the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_max_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_max_std:
    name: intensity_max_std
    description: Standard deviation of the maximum intensity of the analyzed beads.
      One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_max_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_min_mean:
    name: intensity_min_mean
    description: Mean minimum intensity of the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_min_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_min_median:
    name: intensity_min_median
    description: Median minimum intensity of the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_min_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_min_std:
    name: intensity_min_std
    description: Standard deviation of the minimum intensity of the analyzed beads.
      One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_min_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_std_mean:
    name: intensity_std_mean
    description: Mean standard deviation of the intensity of the analyzed beads. One
      value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_std_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_std_median:
    name: intensity_std_median
    description: Median standard deviation of the intensity of the analyzed beads.
      One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_std_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  intensity_std_std:
    name: intensity_std_std
    description: Standard deviation of the standard deviation of the intensity of
      the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: intensity_std_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_z_mean:
    name: fit_r2_z_mean
    description: Mean coefficient of determination (R^2) in the z axis for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_z_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_z_median:
    name: fit_r2_z_median
    description: Median coefficient of determination (R^2) in the z axis for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_z_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_z_std:
    name: fit_r2_z_std
    description: Standard deviation of the coefficient of determination (R^2) in the
      z axis for the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_z_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_y_mean:
    name: fit_r2_y_mean
    description: Mean coefficient of determination (R^2) in the y axis for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_y_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_y_median:
    name: fit_r2_y_median
    description: Median coefficient of determination (R^2) in the y axis for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_y_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_y_std:
    name: fit_r2_y_std
    description: Standard deviation of the coefficient of determination (R^2) in the
      y axis for the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_y_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_x_mean:
    name: fit_r2_x_mean
    description: Mean coefficient of determination (R^2) in the x axis for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_x_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_x_median:
    name: fit_r2_x_median
    description: Median coefficient of determination (R^2) in the x axis for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_x_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fit_r2_x_std:
    name: fit_r2_x_std
    description: Standard deviation of the coefficient of determination (R^2) in the
      x axis for the analyzed beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fit_r2_x_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_z_mean:
    name: fwhm_pixel_z_mean
    description: Mean FWHM for the analyzed beads in the Z axis in pixels. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_z_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_z_median:
    name: fwhm_pixel_z_median
    description: Median FWHM for the analyzed beads in the Z axis in pixels. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_z_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_z_std:
    name: fwhm_pixel_z_std
    description: Standard deviation of the FWHM for the analyzed beads in the Z axis
      in pixels. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_z_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_y_mean:
    name: fwhm_pixel_y_mean
    description: Mean FWHM for the analyzed beads in the Y axis in pixels. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_y_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_y_median:
    name: fwhm_pixel_y_median
    description: Median FWHM for the analyzed beads in the Y axis in pixels. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_y_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_y_std:
    name: fwhm_pixel_y_std
    description: Standard deviation of the FWHM for the analyzed beads in the Y axis
      in pixels. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_y_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_x_mean:
    name: fwhm_pixel_x_mean
    description: Mean FWHM for the analyzed beads in the X axis in pixels. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_x_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_x_median:
    name: fwhm_pixel_x_median
    description: Median FWHM for the analyzed beads in the X axis in pixels. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_x_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_pixel_x_std:
    name: fwhm_pixel_x_std
    description: Standard deviation of the FWHM for the analyzed beads in the X axis
      in pixels. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_pixel_x_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_z_mean:
    name: fwhm_micron_z_mean
    description: Mean FWHM for the analyzed beads in the Z axis in microns. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_z_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_z_median:
    name: fwhm_micron_z_median
    description: Median FWHM for the analyzed beads in the Z axis in microns. One
      value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_z_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_z_std:
    name: fwhm_micron_z_std
    description: Standard deviation of the FWHM for the analyzed beads in the Z axis
      in microns. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_z_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_y_mean:
    name: fwhm_micron_y_mean
    description: Mean FWHM for the analyzed beads in the Y axis in microns. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_y_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_y_median:
    name: fwhm_micron_y_median
    description: Median FWHM for the analyzed beads in the Y axis in microns. One
      value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_y_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_y_std:
    name: fwhm_micron_y_std
    description: Standard deviation of the FWHM for the analyzed beads in the Y axis
      in microns. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_y_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_x_mean:
    name: fwhm_micron_x_mean
    description: Mean FWHM for the analyzed beads in the X axis in microns. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_x_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_x_median:
    name: fwhm_micron_x_median
    description: Median FWHM for the analyzed beads in the X axis in microns. One
      value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_x_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_micron_x_std:
    name: fwhm_micron_x_std
    description: Standard deviation of the FWHM for the analyzed beads in the X axis
      in microns. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_micron_x_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_lateral_asymmetry_ratio_mean:
    name: fwhm_lateral_asymmetry_ratio_mean
    description: Mean lateral FWHM asymmetry ratio for the analyzed beads. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_lateral_asymmetry_ratio_mean
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_lateral_asymmetry_ratio_median:
    name: fwhm_lateral_asymmetry_ratio_median
    description: Median lateral FWHM asymmetry ratio for the analyzed beads. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_lateral_asymmetry_ratio_median
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  fwhm_lateral_asymmetry_ratio_std:
    name: fwhm_lateral_asymmetry_ratio_std
    description: Standard deviation of the lateral FWHM asymmetry ratio for the analyzed
      beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: fwhm_lateral_asymmetry_ratio_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    multivalued: true
  average_bead_fit_r2_z:
    name: average_bead_fit_r2_z
    description: Average coefficient of determination (R^2) for the fits in the Z
      axis of the beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fit_r2_z
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fit_r2_y:
    name: average_bead_fit_r2_y
    description: Average coefficient of determination (R^2) for the fits in the Y
      axis of the beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fit_r2_y
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fit_r2_x:
    name: average_bead_fit_r2_x
    description: Average coefficient of determination (R^2) for the fits in the X
      axis of the beads. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fit_r2_x
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_pixel_z:
    name: average_bead_fwhm_pixel_z
    description: FWHM for the average bead in the Z axis in pixels. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_pixel_z
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_pixel_y:
    name: average_bead_fwhm_pixel_y
    description: FWHM for the average bead in the Y axis in pixels. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_pixel_y
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_pixel_x:
    name: average_bead_fwhm_pixel_x
    description: FWHM for the average bead in the X axis in pixels. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_pixel_x
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_micron_z:
    name: average_bead_fwhm_micron_z
    description: Average FWHM for the beads in the Z axis in microns. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_micron_z
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_micron_y:
    name: average_bead_fwhm_micron_y
    description: FWHM for the average bead in the Y axis in microns. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_micron_y
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_micron_x:
    name: average_bead_fwhm_micron_x
    description: FWHM for the average bead in the X axis in microns. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_micron_x
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_fwhm_lateral_asymmetry_ratio:
    name: average_bead_fwhm_lateral_asymmetry_ratio
    description: Lateral FWHM asymmetry ratio for the average bead. One value per
      channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_fwhm_lateral_asymmetry_ratio
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_intensity_integrated:
    name: average_bead_intensity_integrated
    description: Integrated intensity for the average bead. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_intensity_integrated
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_intensity_max:
    name: average_bead_intensity_max
    description: Maximum intensity for the average bead. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_intensity_max
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_intensity_min:
    name: average_bead_intensity_min
    description: Minimum intensity for the average bead. One value per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_intensity_min
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  average_bead_intensity_std:
    name: average_bead_intensity_std
    description: Standard deviation of the intensity for the average bead. One value
      per channel.
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: average_bead_intensity_std
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - PSFBeadsKeyMeasurements
    range: float
    required: false
    multivalued: true
  table_data:
    name: table_data
    description: A non-required slot for non-serializable table data object
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: table_data
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - KeyMeasurements
    - Table
    range: MetaObject
    required: false
    multivalued: false
  data_reference:
    name: data_reference
    description: A reference to the data
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: data_reference
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - MetricsObject
    range: DataReference
    required: false
    multivalued: false
  linked_references:
    name: linked_references
    description: A list of linked references
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema
    rank: 1000
    alias: linked_references
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - MetricsObject
    range: DataReference
    required: false
    multivalued: true
    inlined: true
    inlined_as_list: true
  name:
    name: name
    description: The human readable name of an entity
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema/core
    rank: 1000
    alias: name
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - NamedObject
    range: string
    required: false
    multivalued: false
  description:
    name: description
    description: A human readable description of an entity
    from_schema: https://MontpellierRessourcesImagerie.github.io/microscopemetrics-schema/core
    rank: 1000
    alias: description
    owner: PSFBeadsKeyMeasurements
    domain_of:
    - NamedObject
    range: string
    required: false
    multivalued: false