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Datasets:
sperm-net
/
VISEM

Tasks:
Video Classification
Image Feature Extraction
Modalities:
Tabular
Text
Video
Languages:
English
Size:
< 1K
Tags:
sperm
sperm-video
morphology
mortility
Libraries:
Datasets
Dataset card Data Studio Files
xet
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vlbthambawita commited on
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195feea
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Upload dataset (part 00001-of-00002)

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  1. README.md +145 -0
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+ ---
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+ dataset_info:
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+ features:
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+ - name: video
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+ dtype: video
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+ - name: Serum C14:0 (myristic acid)
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+ dtype: string
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+ - name: Serum C16:0 (palmitic acid)
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+ dtype: string
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+ - name: Serum C16:1 (palmitoleic acid)
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+ dtype: string
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+ - name: Serum C18:0 (stearic acid)
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+ dtype: string
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+ - name: Serum C18:1 n-9 (oleic acid)
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+ dtype: string
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+ - name: Serum total C18:1
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+ dtype: string
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+ - name: Serum C18:2 n-6 (linoleic acid, LA)
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+ dtype: string
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+ - name: Serum C18:3 n-6 (gamma-linoleic acid, GLA)
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+ dtype: string
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+ - name: Serum C20:1 n-9
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+ dtype: string
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+ - name: Serum C20:2 n-6
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+ dtype: string
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+ - name: Serum C20:3 n-6
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+ dtype: string
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+ - name: Serum C20:4 n-6
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+ dtype: string
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+ - name: Serum C20:5 n-3 (eicosapentaenoic acid, EPA)
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+ dtype: string
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+ - name: Serum C22:5 n-3 (docosapentaenoic acid, DPA)
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+ dtype: string
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+ - name: Serum C22:6 n-3 (docosahexaenoic acid, DHA)
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+ dtype: string
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+ - name: Sperm C14:0 (myristic acid)
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+ dtype: string
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+ - name: Sperm C15:0 (pentadecanoic acid)
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+ dtype: string
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+ - name: Sperm C16:0 (palmitic acid)
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+ dtype: string
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+ - name: Sperm C16:1 n-7 (palmitoleic acid)
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+ dtype: string
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+ - name: Sperm C17:0
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+ dtype: string
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+ - name: Sperm C18:0 (stearic acid)
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+ dtype: string
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+ - name: Sperm C18:1 trans n-6 to n-11
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+ dtype: string
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+ - name: Sperm C18:1 n-9 (oleic acid)
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+ dtype: string
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+ - name: Sperm C18:1 n-7 to n-11
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+ dtype: string
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+ - name: Sperm C18:2 n-6 (Linoleic acid, LA)
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+ dtype: string
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+ - name: Sperm C20:0
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+ dtype: string
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+ - name: Sperm C18:3 n-6 (gamma-linoleic acid, GLA)
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+ dtype: string
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+ - name: Sperm C18:3 n-3 (a-linoleic acid, ALA)
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+ dtype: string
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+ - name: Sperm C20:1 n-9
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+ dtype: string
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+ - name: Sperm C20:2 n-6
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+ dtype: string
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+ - name: Sperm C22:0
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+ dtype: string
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+ - name: Sperm C20:3 n-6
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+ dtype: string
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+ - name: Sperm C20:4 n-6 and C22:1 n-9 combined
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+ dtype: string
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+ - name: Sperm C20:5 n-3 (eicosapentaenoic acid, EPA)
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+ dtype: string
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+ - name: Sperm C24:0
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+ dtype: string
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+ - name: Sperm C24:1 n-9
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+ dtype: string
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+ - name: Sperm C22:5 n-3 (docosapentaenoic acid, DPA)
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+ dtype: string
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+ - name: Sperm C22:6,n3 (docosahexaenoic acid, DHA)
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+ dtype: string
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+ - name: Abstinence time(days)
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+ dtype: string
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+ - name: Body mass index (kg/m²)
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+ dtype: string
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+ - name: Age (years)
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+ dtype: int64
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+ - name: Sperm concentration (x10⁶/mL)
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+ dtype: string
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+ - name: Total sperm count (x10⁶)
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+ dtype: string
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+ - name: Ejaculate volume (mL)
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+ dtype: string
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+ - name: Sperm vitality (%)
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+ dtype: int64
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+ - name: Normal spermatozoa (%)
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+ dtype: string
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+ - name: Head defects (%)
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+ dtype: string
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+ - name: Midpiece and neck defects (%)
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+ dtype: string
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+ - name: Tail defects (%)
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+ dtype: string
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+ - name: Cytoplasmic droplet (%)
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+ dtype: string
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+ - name: Teratozoospermia index
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+ dtype: string
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+ - name: Progressive motility (%)
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+ dtype: int64
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+ - name: Non progressive sperm motility (%)
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+ dtype: int64
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+ - name: Immotile sperm (%)
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+ dtype: int64
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+ - name: High DNA stainability, HDS (%)
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+ dtype: int64
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+ - name: DNA fragmentation index, DFI (%)
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+ dtype: int64
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+ - name: Seminal plasma anti-Müllerian hormone (AMH) (pmol/L)
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+ dtype: int64
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+ - name: Serum total testosterone (nmol/L)
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+ dtype: string
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+ - name: Serum oestradiol (nmol/L)
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+ dtype: string
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+ - name: Serum sex hormone-binding globulin, SHBG (nmol/L)
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+ dtype: int64
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+ - name: Serum follicle-stimulating hormone, FSH (IU/L)
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+ dtype: string
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+ - name: Serum Luteinizing hormone, LH (IU/L)
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+ dtype: string
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+ - name: Serum inhibin B (ng/L)
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+ dtype: int64
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+ - name: Serum anti-Müllerian hormone, AMH (pmol/L)
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+ dtype: int64
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+ splits:
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+ - name: train
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+ num_bytes: 35591446160.0
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+ num_examples: 85
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+ download_size: 2699055
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+ dataset_size: 35591446160.0
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ ---
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