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cs.CV2026
Contrast Enhancement or Noise Reduction? On Improving Cervical Cancer Classification
Ach Khozaimi, Ulfatun Nahdhiyah
Purpose: Cervical cancer is one of the leading causes of mortality worldwide. Deep learning has shown promising performance in medical image classification. The influence of image…
cs.CV2025
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization
Ach Khozaimi, Isnani Darti, Syaiful Anam +1
Pap smear image segmentation is crucial for cervical cancer diagnosis. However, traditional segmentation models often struggle with complex cellular structures and variations in pa…