Description
\begin{equation} DiceLoss\left( y, \overline{p} \right) = 1 - \dfrac{\left( 2y\overline{p} + 1 \right)} {\left( y+\overline{p } + 1 \right)} \end{equation}
Papers Using This Method
Pixel-wise Modulated Dice Loss for Medical Image Segmentation2025-06-17Enhanced SCanNet with CBAM and Dice Loss for Semantic Change Detection2025-05-07Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images2025-04-22Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation2025-03-30In vitro 2 In vivo : Bidirectional and High-Precision Generation of In Vitro and In Vivo Neuronal Spike Data2025-03-26LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images2025-03-24QuantU-Net: Efficient Wearable Medical Imaging Using Bitwidth as a Trainable Parameter2025-03-10Steerable Pyramid Weighted Loss: Multi-Scale Adaptive Weighting for Semantic Segmentation2025-03-09TopoMortar: A dataset to evaluate image segmentation methods focused on topology accuracy2025-03-05Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT Images2025-02-04Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI2025-01-04Adaptive Real-Time Multi-Loss Function Optimization Using Dynamic Memory Fusion Framework: A Case Study on Breast Cancer Segmentation2024-10-10Small Object Few-shot Segmentation for Vision-based Industrial Inspection2024-07-31Region Guided Attention Network for Retinal Vessel Segmentation2024-07-22SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation2024-07-14Enhancing Semantic Segmentation with Adaptive Focal Loss: A Novel Approach2024-07-13Centerline Boundary Dice Loss for Vascular Segmentation2024-07-01RobU-Net: a heuristic robust multi-class brain tumor segmentation approaches for MRI scans2024-06-26SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects2024-03-29RankED: Addressing Imbalance and Uncertainty in Edge Detection Using Ranking-based Losses2024-03-04