Imagen de Portada

Prototype Contrastive Consistency Learning for Semi-Supervised Medical Image Segmentation

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	He, Shihuan, Lai, Zhihui, Wang, Ruxin, Kong, Heng
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition I.4.6; I.5.4
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Semi-Supervised Segmentation via Embedding Matching
por: Xie, Weiyi, et al.
Publicado: (2024)

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
por: Xie, Weiyi, et al.
Publicado: (2024)

AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains
por: Lis, Krzysztof, et al.
Publicado: (2022)

A Second-Order Attention Mechanism For Prostate Cancer Segmentation and Detection in Bi-Parametric MRI
por: Ortiz, Mateo, et al.
Publicado: (2025)

Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation
por: Allen, M. J., et al.
Publicado: (2024)

HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation
por: Glisson, Calvin, et al.
Publicado: (2024)

Comparison Study: Glacier Calving Front Delineation in Synthetic Aperture Radar Images With Deep Learning
por: Gourmelon, Nora, et al.
Publicado: (2025)

Manual Labelling Artificially Inflates Deep Learning-Based Segmentation Performance on RGB Images of Closed Canopy: Validation Using TLS
por: Allen, Matthew J., et al.
Publicado: (2025)

Intracoronary Optical Coherence Tomography Image Processing and Vessel Classification Using Machine Learning
por: Lahchim, Amal, et al.
Publicado: (2026)

Canonical Space Representation for 4D Panoptic Segmentation of Articulated Objects
por: Gomes, Manuel, et al.
Publicado: (2025)

A Novel Dataset for Flood Detection Robust to Seasonal Changes in Satellite Imagery
por: Jang, Youngsun, et al.
Publicado: (2025)

Application of Generative Adversarial Network (GAN) for Synthetic Training Data Creation to improve performance of ANN Classifier for extracting Built-Up pixels from Landsat Satellite Imagery
por: Mukherjee, Amritendu, et al.
Publicado: (2025)

Pan-Arctic Permafrost Landform and Human-built Infrastructure Feature Detection with Vision Transformers and Location Embeddings
por: Perera, Amal S., et al.
Publicado: (2025)

BenthiCat: An opti-acoustic dataset for advancing benthic classification and habitat mapping
por: Rajani, Hayat, et al.
Publicado: (2025)

Polygonizing Roof Segments from High-Resolution Aerial Images Using Yolov8-Based Edge Detection
por: Mei, Qipeng, et al.
Publicado: (2025)

Synthetic Data Generation for Anomaly Detection on Table Grapes
por: Motoi, Ionut Marian, et al.
Publicado: (2024)

M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and Multispectral Data
por: Allen, Matthew J, et al.
Publicado: (2024)

AI-assisted radiographic analysis in detecting alveolar bone-loss severity and patterns
por: Wimalasiri, Chathura, et al.
Publicado: (2025)

Timepoint-Specific Benchmarking of Deep Learning Models for Glioblastoma Follow-Up MRI
por: Guo, Wenhao, et al.
Publicado: (2025)

RPCASSM: Robust PCA State Space Model For Infrared Small Target Detection
por: Liu, Pingping, et al.
Publicado: (2026)

Deep Learning with Self-Attention and Enhanced Preprocessing for Precise Diagnosis of Acute Lymphoblastic Leukemia from Bone Marrow Smears in Hemato-Oncology
por: Maruf, Md., et al.
Publicado: (2025)

Interactive 3D Segmentation for Primary Gross Tumor Volume in Oropharyngeal Cancer
por: Saukkoriipi, Mikko, et al.
Publicado: (2024)

Multimodal 3D Brain Tumor Segmentation with Adversarial Training and Conditional Random Field
por: Jiang, Lan, et al.
Publicado: (2024)

Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation
por: Nguyen, Quang Vinh, et al.
Publicado: (2024)

Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides
por: Høibø, Maren, et al.
Publicado: (2023)

Segmentation of Non-Small Cell Lung Carcinomas: Introducing DRU-Net and Multi-Lens Distortion
por: Oskouei, Soroush, et al.
Publicado: (2024)

Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model
por: Nguyen, Quang Vinh, et al.
Publicado: (2024)

Hessian-Based Lightweight Neural Network HessNet for State-of-the-Art Brain Vessel Segmentation on a Minimal Training Dataset
por: Bernadotte, Alexandra, et al.
Publicado: (2025)

Adaptive thresholding pattern for fingerprint forgery detection
por: Farzadpour, Zahra, et al.
Publicado: (2025)

ArmFormer: Lightweight Transformer Architecture for Real-Time Multi-Class Weapon Segmentation and Classification
por: Kambhatla, Akhila, et al.
Publicado: (2025)

Grounding Synthetic Data Generation With Vision and Language Models
por: Çağlar, Ümit Mert, et al.
Publicado: (2026)

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

IDFace: Face Template Protection for Efficient and Secure Identification
por: Kim, Sunpill, et al.
Publicado: (2025)

Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation
por: Islam, Md. Farhadul, et al.
Publicado: (2024)

How Can One Choose the Best CAM-Based Explainability Method for a CNN Model?
por: Costa, Daniel da Silva, et al.
Publicado: (2026)

Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation
por: Li, Xinze, et al.
Publicado: (2024)

RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
por: Yang, Songxiao, et al.
Publicado: (2026)

A Semantic Segmentation Algorithm for Pleural Effusion Based on DBIF-AUNet
por: Tang, Ruixiang, et al.
Publicado: (2025)

Lightweight MRI-Based Automated Segmentation of Pancreatic Cancer with Auto3DSeg
por: Jha, Keshav, et al.
Publicado: (2025)

SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
por: Wang, Yin, et al.
Publicado: (2025)