Cover Image

Improved Segmentation of Polyps and Visual Explainability Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Asare, Akwasi, Nguyen, Thanh-Huy, Bagci, Ulas
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TransRUPNet for Improved Polyp Segmentation
by: Jha, Debesh, et al.
Published: (2023)

SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation
by: Trinh, Quoc-Huy, et al.
Published: (2024)

Describe Anything Model for Visual Question Answering on Text-rich Images
by: Vu, Yen-Linh, et al.
Published: (2025)

Seeing Through the Tool: A Controlled Benchmark for Occlusion Robustness in Foundation Segmentation Models
by: Ho, Nhan, et al.
Published: (2026)

TransUNet-GradCAM: A Hybrid Transformer-U-Net with Self-Attention and Explainable Visualizations for Foot Ulcer Segmentation
by: Asare, Akwasi, et al.
Published: (2025)

PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation
by: Rahman, Md Mostafijur, et al.
Published: (2024)

KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
by: Trinh, Quoc-Huy, et al.
Published: (2023)

Rethinking Intermediate Layers design in Knowledge Distillation for Kidney and Liver Tumor Segmentation
by: Gorade, Vandan, et al.
Published: (2023)

Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation
by: Gorade, Vandan, et al.
Published: (2024)

Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation
by: Dorjsembe, Zolnamar, et al.
Published: (2024)

Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation
by: Tomar, Nikhil Kumar, et al.
Published: (2024)

PRS-Med: Position Reasoning Segmentation in Medical Imaging
by: Trinh, Quoc-Huy, et al.
Published: (2025)

Polyp Segmentation Generalisability of Pretrained Backbones
by: Sanderson, Edward, et al.
Published: (2024)

Scribble-Supervised Medical Image Segmentation with Dynamic Teacher Switching and Hierarchical Consistency
by: Nguyen, Thanh-Huy, et al.
Published: (2026)

Robust White Blood Cell Classification with Stain-Normalized Decoupled Learning and Ensembling
by: Le, Luu, et al.
Published: (2026)

Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation
by: Pham, Ha-Hieu, et al.
Published: (2025)

Label-Efficient Cross-Modality Generalization for Liver Segmentation in Multi-Phase MRI
by: Bui-Tran, Quang-Khai, et al.
Published: (2025)

Segmentation Quality and Volumetric Accuracy in Medical Imaging
by: Zhang, Zheyuan, et al.
Published: (2024)

Revisit Visual Prompt Tuning: The Expressiveness of Prompt Experts
by: Le, Minh, et al.
Published: (2025)

Morphology-Aware KOA Classification: Integrating Graph Priors with Vision Models
by: Tliba, Marouane, et al.
Published: (2025)

DuetMatch: Harmonizing Semi-Supervised Brain MRI Segmentation via Decoupled Branch Optimization
by: Nguyen, Thanh-Huy, et al.
Published: (2025)

Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning
by: Pham, Ha-Hieu, et al.
Published: (2026)

Evidential Federated Learning for Skin Lesion Image Classification
by: Hendrix, Rutger, et al.
Published: (2024)

Discrete Cosine Transform Based Decorrelated Attention for Vision Transformers
by: Pan, Hongyi, et al.
Published: (2024)

LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation
by: Dang, Trung Dinh Quoc, et al.
Published: (2024)

Pediatric Pancreas Segmentation from MRI Scans with Deep Learning
by: Keles, Elif, et al.
Published: (2025)

Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation
by: Dutta, Tapas K., et al.
Published: (2025)

ProDM: Synthetic Reality-driven Property-aware Progressive Diffusion Model for Coronary Calcium Motion Correction in Non-gated Chest CT
by: Gong, Xinran, et al.
Published: (2025)

Aligning What You Separate: Denoised Patch Mixing for Source-Free Domain Adaptation in Medical Image Segmentation
by: Bui-Tran, Quang-Khai, et al.
Published: (2025)

Domain-invariant Mixed-domain Semi-supervised Medical Image Segmentation with Clustered Maximum Mean Discrepancy Alignment
by: Lam, Ba-Thinh, et al.
Published: (2026)

CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation
by: Arudkar, Ankush Gajanan, et al.
Published: (2024)

Adaptive Knowledge Distillation for Classification of Hand Images using Explainable Vision Transformers
by: Nguyen, Thanh Thi, et al.
Published: (2024)

Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection
by: Mansoori, Mobina, et al.
Published: (2024)

Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text Representations
by: Nguyen, Khoi Anh, et al.
Published: (2025)

XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach
by: Nguyen, Truong Thanh Hung, et al.
Published: (2024)

RTA-Former: Reverse Transformer Attention for Polyp Segmentation
by: Li, Zhikai, et al.
Published: (2024)

Provably Improving Generalization of Few-Shot Models with Synthetic Data
by: Nguyen, Lan-Cuong, et al.
Published: (2025)

GMAT: Grounded Multi-Agent Clinical Description Generation for Text Encoder in Vision-Language MIL for Whole Slide Image Classification
by: Quang, Ngoc Bui Lam, et al.
Published: (2025)

Hybrid Multi-Dimensional MRI Prostate Cancer Detection via Hadamard Network-Based Bias Correction and Residual Networks
by: Hamdan, Emadeldeen, et al.
Published: (2026)

RetSeg: Retention-based Colorectal Polyps Segmentation Network
by: ELKarazle, Khaled, et al.
Published: (2023)