Research map: ESSE-Net: an end-to-end network with selective spatial enhancement for polyp semantic segmentation

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Papers in this map

  1. Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries · Hyuna Sung · 2021 · 114646 citations · Cited by this paper
  2. Physical PPG signal synthesis via reinforcement learning-based LED control · 2026 · Related
  3. Squeeze-and-Excitation Networks · Jie Hu · 2018 · 30406 citations · Cited by this paper
  4. HTST-Net: A hierarchical time-distributed network with spatial–temporal feature gated fusion for genomic insertion variant calling · 2026 · Related
  5. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs · Liang-Chieh Chen · 2017 · 22770 citations · Cited by this paper
  6. PRISM-FedSeg: enhancing medical image segmentation through self-supervised federated learning with privacy preservation · 2026 · Related
  7. U2-Net: Going deeper with nested U-structure for salient object detection · Xuebin Qin · 2020 · 2433 citations · Cited by this paper
  8. Desynchronization Index: A new connectivity approach for exploring epileptogenic networks · 2026 · Related
  9. Towards automatic polyp detection with a polyp appearance model · Jorge Bernal · 2012 · 711 citations · Cited by this paper
  10. Principal time–frequency component analysis for interpretable motor imagery BCIs · 2026 · Related
  11. Magnitude, Risk Factors, and Factors Associated With Adenoma Miss Rate of Tandem Colonoscopy: A Systematic Review and Meta-analysis · Shengbing Zhao · 2019 · 671 citations · Cited by this paper
  12. A unified framework for integrated prediction and personalized management of hormonal and mental health disorders · 2026 · Related
  13. Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge · Jorge Bernal · 2017 · 443 citations · Cited by this paper
  14. SHHN: A Sequential Hierarchy Hybrid Network for multimodal cancer survival prediction · 2026 · Related
  15. TransAttUnet: Multi-Level Attention-Guided U-Net With Transformer for Medical Image Segmentation · Bingzhi Chen · 2023 · 386 citations · Cited by this paper
  16. EMG-derived chaotic feature-based induced pain assessment technique using CNN architecture · 2026 · Related
  17. HSNet: A hybrid semantic network for polyp segmentation · Wenchao Zhang · 2022 · 162 citations · Cited by this paper
  18. A hybrid convolutional neural-transformer framework with center-based separation index pruning for depression detection from electroencephalography signals · 2026 · Related
  19. CTNet: Contrastive Transformer Network for Polyp Segmentation · Bin Jie Xiao · 2024 · 124 citations · Cited by this paper
  20. Atrial fibrillation detection using beat-to-beat RR intervals and deep learning in large databases · 2026 · Related
  21. SAM2-UNet: segment anything 2 makes strong encoder for natural and medical image segmentation · Xinyu Xiong · 2026 · 94 citations · Cited by this paper
  22. MFMSNet: A Multi-frequency and Multi-scale Interactive CNN-Transformer Hybrid Network for breast ultrasound image segmentation · Ruichao Wu · 2024 · 42 citations · Cited by this paper
  23. CGMA-Net: Cross-Level Guidance and Multi-Scale Aggregation Network for Polyp Segmentation · Jianwei Zheng · 2023 · 23 citations · Cited by this paper
  24. A multi-pretraining U-Net architecture for semantic segmentation · Çağla Çöpürkaya · 2025 · 6 citations · Cited by this paper
  25. SIAM: Spatial and Intensity Awareness Module for cerebrovascular segmentation · Yunqing Chen · 2024 · 5 citations · Cited by this paper
  26. CompTRNet: An U-Net Approach for White Blood Cell Segmentation Using Compound Loss Function and Transfer Learning with Pre-trained ResNet34 Network · Md. Jibon Mia · 2022 · 3 citations · Cited by this paper
  27. MSAR-Net: A multi-scale attention residual network for medical image segmentation · Xiaoheng Li · 2025 · 3 citations · Cited by this paper
  28. Polyp segmentation for colonoscopy images via Hierarchical Interworking Decoding · Chengang Dong · 2025 · 2 citations · Cited by this paper

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