Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation Nov 10, 2023 Image Segmentation Medical Image Segmentation
— Unverified Are foundation models efficient for medical image segmentation? Nov 8, 2023 Image Segmentation Medical Image Segmentation
— Unverified SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation Nov 5, 2023 Data Augmentation Domain Generalization
Code Code Available Augmentation is AUtO-Net: Augmentation-Driven Contrastive Multiview Learning for Medical Image Segmentation Nov 2, 2023 GPU Image Segmentation
— Unverified A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation Oct 27, 2023 Denoising Domain Adaptation
— Unverified SynergyNet: Bridging the Gap between Discrete and Continuous Representations for Precise Medical Image Segmentation Oct 26, 2023 Brain Tumor Segmentation Decoder
— Unverified Trust, but Verify: Robust Image Segmentation using Deep Learning Oct 25, 2023 Deep Learning Image Segmentation
— Unverified Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Oct 21, 2023 Image Segmentation Left Atrium Segmentation
— Unverified Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks Oct 20, 2023 Decoder Image Segmentation
— Unverified Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Oct 20, 2023 Decoder Image Segmentation
Code Code Available Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Oct 18, 2023 Domain Adaptation Image Segmentation
— Unverified Whole-brain radiomics for clustered federated personalization in brain tumor segmentation Oct 17, 2023 Brain Tumor Segmentation Federated Learning
Code Code Available Medical Image Segmentation via Sparse Coding Decoder Oct 17, 2023 Decoder Image Segmentation
— Unverified SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Oct 16, 2023 Image Segmentation Medical Image Segmentation
— Unverified Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Oct 13, 2023 3D Semantic Segmentation Computed Tomography (CT)
Code Code Available Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration Oct 13, 2023 Diversity Image Segmentation
— Unverified Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors Oct 12, 2023 Image Segmentation Medical Image Analysis
— Unverified M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images Oct 9, 2023 Decoder Medical Image Segmentation
— Unverified Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation Oct 9, 2023 Brain Tumor Segmentation Data Augmentation
— Unverified TransCC: Transformer Network for Coronary Artery CCTA Segmentation Oct 7, 2023 Image Segmentation Medical Image Segmentation
— Unverified AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge Oct 7, 2023 Anatomy Computed Tomography (CT)
Code Code Available Certification of Deep Learning Models for Medical Image Segmentation Oct 5, 2023 Deep Learning Denoising
Code Code Available FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator Oct 5, 2023 Image Segmentation Medical Image Segmentation
— Unverified Comprehensive Multimodal Segmentation in Medical Imaging: Combining YOLOv8 with SAM and HQ-SAM Models Oct 4, 2023 Image Segmentation Medical Image Analysis
— Unverified Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation Oct 3, 2023 Decoder Image Segmentation
— Unverified Randomized Dimension Reduction with Statistical Guarantees Oct 3, 2023 Computational Efficiency Data Augmentation
— Unverified Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Oct 2, 2023 Image Segmentation Medical Image Segmentation
— Unverified A Foundation Model for General Moving Object Segmentation in Medical Images Sep 29, 2023 Image Segmentation Medical Image Segmentation
Code Code Available OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation Sep 24, 2023 Image Segmentation Medical Image Segmentation
— Unverified Performance Analysis of UNet and Variants for Medical Image Segmentation Sep 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified FP-PET: Large Model, Multiple Loss And Focused Practice Sep 22, 2023 Image Segmentation Medical Image Segmentation
— Unverified Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-training Sep 21, 2023 Contrastive Learning Decoder
Code Code Available FourierLoss: Shape-Aware Loss Function with Fourier Descriptors Sep 21, 2023 Image Segmentation Liver Segmentation
— Unverified More complex encoder is not all you need Sep 20, 2023 All Decoder
Code Code Available Image-level supervision and self-training for transformer-based cross-modality tumor segmentation Sep 17, 2023 Brain Tumor Segmentation Image Segmentation
— Unverified GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels Sep 16, 2023 Attribute Contrastive Learning
— Unverified RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement Sep 14, 2023 Decision Making Image Segmentation
— Unverified Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation Sep 12, 2023 Anatomy Anomaly Detection
— Unverified Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation Sep 12, 2023 Image Segmentation Medical Image Segmentation
— Unverified Medical Image Segmentation with Belief Function Theory and Deep Learning Sep 12, 2023 Deep Learning Image Segmentation
— Unverified LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel Segmentation Sep 10, 2023 Computational Efficiency Image Segmentation
Code Code Available SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image Segmentation Sep 9, 2023 Decoder Image Segmentation
Code Code Available AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation Sep 8, 2023 Image Segmentation Medical Image Segmentation
— Unverified MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data Sep 7, 2023 Decoder Denoising
— Unverified MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization Sep 6, 2023 Image Augmentation Image Segmentation
Code Code Available AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation Sep 2, 2023 Anatomy Data Augmentation
Code Code Available Unsupervised bias discovery in medical image segmentation Sep 1, 2023 Fairness Image Segmentation
Code Code Available Shape of my heart: Cardiac models through learned signed distance functions Aug 31, 2023 Image Segmentation Medical Image Segmentation
— Unverified Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation Aug 31, 2023 Data Augmentation Decoder
Code Code Available Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation Aug 28, 2023 Domain Adaptation Image Segmentation
— Unverified 