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| A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario | Jan 26, 2025 | DiagnosticMalaria Falciparum Detection | CodeCode Available | 0 | 5 |
| Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks | Dec 23, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| Image Segmentation: Inducing graph-based learning | Jan 7, 2025 | Autonomous DrivingImage Segmentation | CodeCode Available | 0 | 5 |
| Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net | Jan 24, 2025 | Medical Image AnalysisSegmentation | CodeCode Available | 0 | 5 |
| A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image Segmentation | Apr 11, 2025 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images | Jan 28, 2024 | Cell SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI | Aug 3, 2021 | Age EstimationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels | Oct 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 | 5 |
| IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation | Oct 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing | Oct 20, 2024 | Image SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation | Oct 1, 2022 | Lesion SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Adaptive Interactive Segmentation for Multimodal Medical Imaging via Selection Engine | Nov 29, 2024 | Interactive SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound | Oct 5, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| How good are variational autoencoders at transfer learning? | Apr 21, 2023 | Medical Image AnalysisMusic Generation | CodeCode Available | 0 | 5 |
| Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images | Aug 22, 2018 | Computational EfficiencyGeneral Classification | CodeCode Available | 0 | 5 |
| Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning | Jun 16, 2015 | ClassificationDictionary Learning | CodeCode Available | 0 | 5 |
| CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration | Oct 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models | Feb 21, 2025 | Decision MakingKnowledge Distillation | CodeCode Available | 0 | 5 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 | 5 |
| Deep Perceptual Enhancement for Medical Image Analysis | Oct 1, 2022 | Decision MakingDenoising | CodeCode Available | 0 | 5 |
| Deep Perceptual Enhancement for Medical Image Analysis | Mar 11, 2025 | DenoisingImage Enhancement | CodeCode Available | 0 | 5 |
| GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis | Feb 23, 2025 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Going to Extremes: Weakly Supervised Medical Image Segmentation | Sep 25, 2020 | BIG-bench Machine LearningImage Segmentation | CodeCode Available | 0 | 5 |
