Portrait of Samiul Karim Mazumder

Samiul Karim Mazumder

  • Intern, CCDS

Publications (5)

Siam Tahsin Bhuiyan, Halima Khatun, Samiul Karim Mazumder, Fatin Israq, Riyadul Islam, Rashedur Rahman, Ashraful Islam, Saadia Binte Alam

The Role of Model Architecture in Breast Cancer Classification: A Comparison of CNN and Transformer Paradigms on Ultrasound Data

2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), pp. 356-361, 2025

Conference PaperDOIURL
  • DenseNet121
  • breast cancer classification
  • Swin Transformer
  • model architecture comparison
  • breast ultrasound
  • BUSI dataset
  • ConvNeXt
  • CNN-Transformer hybrid
  • vision transformer
  • self-attention
  • SDG 3Good Health and Well-being

Siam Tahsin Bhuiyan, Rubaya Khatun, Samiul Karim Mazumder, Fatin Israq, Sefatul Wasi, Rashedur Rahman, Ashraful Islam, Saadia Binte Alam

Preprocessing Matters: Benchmarking Image Enhancement Techniques for Pelvic Fracture Detection

2025 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), pp. 379-384, 2025

Conference PaperDOIURL
  • gamma correction
  • CLAHE
  • ResNet50
  • image preprocessing
  • histogram equalization
  • low-contrast medical images
  • Binary classification
  • SDG 3Good Health and Well-being

Md Zafor Iqbal, Siam Tahsin Bhuiyan, Riyadul Islam, Halima Khatun, Samiul Karim Mazumder, Rashedur Rahman, Ashraful Islam, Saadia Binte Alam

A Two-Stage Deep Learning Framework for Liver and Hepatocellular Carcinoma Segmentation on MRI

2025 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), pp. 359-364, 2025

Conference PaperDOIURL
  • U-Net
  • Hepatocellular carcinoma
  • tumor segmentation
  • liver segmentation
  • Magnetic resonance imaging
  • two-stage segmentation
  • train-test split
  • data bias
  • Dice coefficient
  • small cohorts
  • SDG 3Good Health and Well-being
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