MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Oct 21, 2019 Data Augmentation Image Segmentation
Code Code Available Meta-Learners for Few-Shot Weakly-Supervised Medical Image Segmentation May 11, 2023 image-classification Image Classification
Code Code Available Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images May 31, 2022 GPU Image Segmentation
Code Code Available Memorizing SAM: 3D Medical Segment Anything Model with Memorizing Transformer Dec 18, 2024 Image Segmentation Medical Image Analysis
Code Code Available MELAGE: A purely python based Neuroimaging software (Neonatal) Sep 12, 2023 Deep Learning Image Segmentation
Code Code Available Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available Medical Image Segmentation Using Directional Window Attention Jun 25, 2024 Cell Segmentation Diagnostic
Code Code Available Medical Image Segmentation Using Deep Learning: A Survey Sep 28, 2020 Data Augmentation Deep Learning
Code Code Available MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Mar 28, 2025 Anatomy Clustering
Code Code Available SAM-aware Test-time Adaptation for Universal Medical Image Segmentation Jun 5, 2025 Image Segmentation Medical Image Segmentation
Code Code Available SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical Segmentation Nov 19, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Estimating Appearance Models for Image Segmentation via Tensor Factorization Aug 16, 2022 Image Segmentation Segmentation
Code Code Available ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data Dec 6, 2022 Brain Image Segmentation Image Registration
Code Code Available Entropy-based measure of rock sample heterogeneity derived from micro-CT images Feb 1, 2025 Image Segmentation Semantic Segmentation
Code Code Available When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image Classification Feb 18, 2025 Hyperspectral Image Classification image-classification
Code Code Available SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings Jul 23, 2023 3D Shape Reconstruction Image Segmentation
Code Code Available Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Jul 14, 2024 Image Segmentation Knowledge Distillation
Code Code Available UCloudNet: A Residual U-Net with Deep Supervision for Cloud Image Segmentation Jan 11, 2025 Image Segmentation Segmentation
Code Code Available Attention Normalization Impacts Cardinality Generalization in Slot Attention Jul 4, 2024 Image Segmentation Object
Code Code Available Enhancing pretraining efficiency for medical image segmentation via transferability metrics Oct 24, 2024 Contrastive Learning Image Segmentation
Code Code Available MedAI: Transparency in Medical Image Segmentation Nov 1, 2021 Image Segmentation Medical Image Segmentation
Code Code Available MDN: Mamba-Driven Dualstream Network For Medical Hyperspectral Image Segmentation Feb 24, 2025 Hyperspectral Image Segmentation Image Segmentation
Code Code Available SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation Apr 9, 2024 Autonomous Driving Image Segmentation
Code Code Available Enhancing Incomplete Multi-modal Brain Tumor Segmentation with Intra-modal Asymmetry and Inter-modal Dependency Jun 14, 2024 Anatomy Brain Tumor Segmentation
Code Code Available Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy Images Oct 18, 2024 Cell Segmentation Electron Microscopy Image Segmentation
Code Code Available MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Jul 8, 2020 Image Segmentation Medical Image Segmentation
Code Code Available Enhancing Cross-Modal Medical Image Segmentation through Compositionality Aug 21, 2024 Disentanglement Image Segmentation
Code Code Available Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learning Jan 19, 2025 Brain Tumor Segmentation Image Segmentation
Code Code Available A Fully Convolutional Two-Stream Fusion Network for Interactive Image Segmentation Jul 6, 2018 Image Segmentation Segmentation
Code Code Available Compositional Segmentation of Cardiac Images Leveraging Metadata Oct 30, 2024 Image Segmentation Segmentation
Code Code Available Enhancing Bloodstain Analysis Through AI-Based Segmentation: Leveraging Segment Anything Model for Crime Scene Investigation Aug 27, 2023 Image Segmentation Segmentation
Code Code Available CNN based Intelligent Streetlight Management Using Smart CCTV Camera and Semantic Segmentation Sep 18, 2022 Image Segmentation Management
Code Code Available Mci-net: multi-scale context integrated network for liver ct image segmentation May 3, 2023 2D Semantic Segmentation Image Segmentation
Code Code Available 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 MLP-GAN for Brain Vessel Image Segmentation Jul 17, 2022 Generative Adversarial Network Image Segmentation
Code Code Available MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation Jul 5, 2022 Contrastive Learning Image Segmentation
Code Code Available End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition Dec 6, 2019 Image Segmentation Semantic Segmentation
Code Code Available When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation Jun 7, 2019 Data Augmentation Domain Adaptation
Code Code Available Attention Guided Network for Retinal Image Segmentation Jul 25, 2019 Image Segmentation Segmentation
Code Code Available MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation May 10, 2022 Image Segmentation Medical Image Segmentation
Code Code Available End to End Trainable Active Contours via Differentiable Rendering Dec 1, 2019 Decoder Image Segmentation
Code Code Available SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations Oct 3, 2024 Contrastive Learning Image Classification
Code Code Available MBIS: Multivariate Bayesian Image Segmentation Tool Apr 2, 2014 Clustering Image Segmentation
Code Code Available MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks Apr 3, 2019 Image Segmentation Real-Time Semantic Segmentation
Code Code Available MASNet: A Robust Deep Marine Animal Segmentation Network May 1, 2023 Data Augmentation Image Segmentation
Code Code Available [MASK] is All You Need Dec 9, 2024 All Image Segmentation
Code Code Available MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Sep 21, 2023 Domain Adaptation Image Segmentation
Code Code Available Masking Hyperspectral Imaging Data with Pretrained Models Nov 6, 2023 Image Segmentation Semantic Segmentation
Code Code Available End-to-End Learned Random Walker for Seeded Image Segmentation May 22, 2019 Image Segmentation Instance Segmentation
Code Code Available Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image Preprocessing Jun 25, 2024 Decoder Image Reconstruction
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