Cover Image

HistoSegCap: Capsules for Weakly-Supervised Semantic Segmentation of Histological Tissue Type in Whole Slide Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mansoori, Mobina, Shahabodini, Sajjad, Abouei, Jamshid, Mohammadi, Arash, Plataniotis, Konstantinos N.
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing 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

Self-Prompting Polyp Segmentation in Colonoscopy using Hybrid Yolo-SAM 2 Model
by: Mansoori, Mobina, et al.
Published: (2024)

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

The Missing Point in Vision Transformers for Universal Image Segmentation
by: Shahabodini, Sajjad, et al.
Published: (2025)

Advancements in Medical Image Classification through Fine-Tuning Natural Domain Foundation Models
by: Mansoori, Mobina, et al.
Published: (2025)

FedD2S: Personalized Data-Free Federated Knowledge Distillation
by: Atapour, Kawa, et al.
Published: (2024)

Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks
by: Atapour, S. Kawa, et al.
Published: (2024)

Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images
by: Wang, Zhikang, et al.
Published: (2024)

NYCTALE: Neuro-Evidence Transformer for Adaptive and Personalized Lung Nodule Invasiveness Prediction
by: Khademi, Sadaf, et al.
Published: (2024)

Tissue Cross-Section and Pen Marking Segmentation in Whole Slide Images
by: Lucassen, Ruben T., et al.
Published: (2024)

Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation
by: Wu, Linshan, et al.
Published: (2024)

HistoSPACE: Histology-Inspired Spatial Transcriptome Prediction And Characterization Engine
by: Kumar, Shivam, et al.
Published: (2024)

Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images
by: Patil, Abhijeet, et al.
Published: (2024)

Dual Attention Model with Reinforcement Learning for Classification of Histology Whole-Slide Images
by: Raza, Manahil, et al.
Published: (2023)

Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images
by: Himel, Galib Muhammad Shahriar
Published: (2024)

SegRet: An Efficient Design for Semantic Segmentation with Retentive Network
by: Li, Zhiyuan, et al.
Published: (2025)

InceptionCapsule: Inception-Resnet and CapsuleNet with self-attention for medical image Classification
by: Sadeghnezhad, Elham, et al.
Published: (2024)

KnFu: Effective Knowledge Fusion
by: Seyedmohammadi, S. Jamal, et al.
Published: (2024)

TransMedSeg: A Transferable Semantic Framework for Semi-Supervised Medical Image Segmentation
by: Wang, Mengzhu, et al.
Published: (2025)

A General Pipeline for Glomerulus Whole-Slide Image Segmentation
by: Cap, Quan Huu
Published: (2024)

Whole Slide Concepts: A Supervised Foundation Model For Pathological Images
by: Nicke, Till, et al.
Published: (2025)

TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology
by: Rehamnia, Walid, et al.
Published: (2025)

Phi-SegNet: Phase-Integrated Supervision for Medical Image Segmentation
by: Ali, Shams Nafisa, et al.
Published: (2026)

Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images
by: Ding, Ruiwen, et al.
Published: (2024)

Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2025)

Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations
by: Ma, Qiang, et al.
Published: (2024)

ADPv2: A Hierarchical Histological Tissue Type-Annotated Dataset for Potential Biomarker Discovery of Colorectal Disease
by: Yang, Zhiyuan, et al.
Published: (2025)

Weakly-Supervised Semantic Segmentation of Circular-Scan, Synthetic-Aperture-Sonar Imagery
by: Sledge, Isaac J., et al.
Published: (2024)

Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation
by: Yue, Zhiling, et al.
Published: (2024)

Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation
by: Qayyum, Abdul, et al.
Published: (2024)

Rethinking Histology Slide Digitization Workflows for Low-Resource Settings
by: Zehra, Talat, et al.
Published: (2024)

HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
by: Tang, Yucheng, et al.
Published: (2024)

Performance Estimation for Supervised Medical Image Segmentation Models on Unlabeled Data Using UniverSeg
by: Zou, Jingchen, et al.
Published: (2025)

BAISeg: Boundary Assisted Weakly Supervised Instance Segmentation
by: Wang, Tengbo, et al.
Published: (2024)

Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics
by: Notton, Cassandre, et al.
Published: (2024)

CaveSeg: Deep Semantic Segmentation and Scene Parsing for Autonomous Underwater Cave Exploration
by: Abdullah, A., et al.
Published: (2023)

Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning
by: Fischer, Maximilian, et al.
Published: (2025)

SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement
by: Zhang, Yuhao, et al.
Published: (2025)

Knowledge Consultation for Semi-Supervised Semantic Segmentation
by: Than, Thuan, et al.
Published: (2025)

Whole Slide Image Classification of Salivary Gland Tumours
by: Charlton, John, et al.
Published: (2024)

AINet: Anchor Instances Learning for Regional Heterogeneity in Whole Slide Image
by: Zheng, Tingting, et al.
Published: (2026)