Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset With Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis

Keyphrases

• Deep Learning Methods 100%
• Labeled Data 100%
• Sperm Morphology Analysis 100%
• Sperm Morphology 100%
• Staining Method 100%
• Image Acquisition 50%
• Visual Assessment 50%
• Computer-based 50%
• Deep Learning Model 50%
• Accuracy Rate 50%
• Public Dataset 50%
• Automated Analysis 50%
• Acquisition Method 50%
• Biologists 50%
• Deep Learning Architectures 50%
• Sperm Analysis 50%
• Biological Condition 50%
• Semen Analysis 50%
• Male Infertility 50%
• Head-and-neck 50%
• Sperm Head Abnormality 50%
• Pyriform 50%
• Acrosome 50%
• Head-tail 50%
• Tail Malformation 50%
• Sperm Tail 50%

Agricultural and Biological Sciences

• Neck 100%
• Tail 100%
• Biologists 50%
• Semen 50%
• Systems Analysis 50%
• Acrosome 50%

Earth and Planetary Sciences

• Systems Analysis 100%