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Determine appropriate datasets/contrasts for analysis #2

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tsalo opened this issue Jun 22, 2021 · 2 comments
Open

Determine appropriate datasets/contrasts for analysis #2

tsalo opened this issue Jun 22, 2021 · 2 comments

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@tsalo
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tsalo commented Jun 22, 2021

I assume we will want to analyze the same contrast across as many Neuroscout datasets as possible, so the key question is which features we want to use. Here's are a few that look like reasonable targets:

  • face_detectionConfidence (GoogleVisionAPIFaceExtractor)
  • shot_change (GoogleVideoAPIShotDetectionExtractor)
  • people (ClarifaiAPIImageExtractor)
  • face (ClarifaiAPIImageExtractor)
  • as-Speech (AudiosetLabelExtractor)
  • button_press (events)
@tsalo
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tsalo commented Jun 22, 2021

Here are the available datasets + tasks:

dataset task n_subjects
Budapest movie 25
HealthyBrainNetwork movieDM 142
SchematicNarrative perception 31
studyforrest movie 13
Raiders raiders 11
Life life 19
ParanoiaStory story 22
Sherlock sherlockPart1 16
SherlockMerlin MerlinMovie 18
SherlockMerlin SherlockMovie 18
LearningTemporalStructure movie 30
ReadingBrainProject read 52
NaturalisticNeuroimagingDatabase 12yearsaslave 6
NaturalisticNeuroimagingDatabase 500daysofsummer 20
NaturalisticNeuroimagingDatabase backtothefuture 6
NaturalisticNeuroimagingDatabase citizenfour 18
NaturalisticNeuroimagingDatabase littlemisssunshine 6
NaturalisticNeuroimagingDatabase pulpfiction 6
NaturalisticNeuroimagingDatabase split 6
NaturalisticNeuroimagingDatabase theprestige 6
NaturalisticNeuroimagingDatabase theshawshankredemption 6
NaturalisticNeuroimagingDatabase theusualsuspects 6

@tsalo
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tsalo commented Jun 24, 2021

Actual data access will become possible with neuroscout/neuroscout#954.

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