How Reliable Are Out-of-Distribution Generalization Methods for Medical Image Segmentation? Sep 3, 2021 Hippocampus Image Segmentation
Code Code Available 5 HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency Regularization Dec 30, 2024 Image Segmentation Segmentation
Code Code Available 5 HMRF-EM-image: Implementation of the Hidden Markov Random Field Model and its Expectation-Maximization Algorithm Jul 15, 2012 Image Segmentation Segmentation
Code Code Available 5 Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks Oct 19, 2017 Image Segmentation Semantic Segmentation
Code Code Available 5 Going to Extremes: Weakly Supervised Medical Image Segmentation Sep 25, 2020 BIG-bench Machine Learning Image Segmentation
Code Code Available 5 HyperSpace: Hypernetworks for spacing-adaptive image segmentation Jul 4, 2024 Image Segmentation Semantic Segmentation
Code Code Available 5 High-Throughput Phenotyping using Computer Vision and Machine Learning Jul 8, 2024 Image Segmentation Optical Character Recognition
Code Code Available 5 GMM-Based Hidden Markov Random Field for Color Image and 3D Volume Segmentation Dec 18, 2012 Image Segmentation Segmentation
Code Code Available 5 Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGAN May 20, 2024 Generative Adversarial Network Image Segmentation
Code Code Available 5 Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching Jan 1, 2025 GPU Image Segmentation
Code Code Available 5 Hierarchical Roofline Performance Analysis for Deep Learning Applications Sep 11, 2020 Deep Learning GPU
Code Code Available 5 Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation Apr 2, 2024 Image Segmentation Segmentation
Code Code Available 5 Hierarchical Superpixel Segmentation via Structural Information Theory Jan 13, 2025 graph construction graph partitioning
Code Code Available 5 Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral Images Apr 13, 2022 Active Learning Clustering
Code Code Available 5 HICH Image/Text (HICH-IT): Comprehensive Text and Image Datasets for Hypertensive Intracerebral Hemorrhage Research Jan 29, 2024 Image Segmentation named-entity-recognition
Code Code Available 5 GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Apr 27, 2024 BraTS2021 Image Segmentation
Code Code Available 5 Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts Nov 13, 2023 Image Segmentation Interactive Segmentation
Code Code Available 5 Gleason Grading of Histology Prostate Images through Semantic Segmentation via Residual U-Net May 22, 2020 Image Segmentation Semantic Segmentation
Code Code Available 5 HeMIS: Hetero-Modal Image Segmentation Jul 18, 2016 Image Segmentation Imputation
Code Code Available 5 Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models May 23, 2022 Image Segmentation Medical Image Segmentation
Code Code Available 5 HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis Jun 30, 2024 Anatomy Image Segmentation
Code Code Available 5 Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images Sep 6, 2018 Classification Clustering
Code Code Available 5 HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Sep 13, 2021 Data Augmentation Domain Generalization
Code Code Available 5 GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation Jan 6, 2025 Cardiac Segmentation Image Segmentation
Code Code Available 5 Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation Jul 7, 2019 Image Segmentation Medical Image Segmentation
Code Code Available 5 Harmony-Search and Otsu based System for Coronavirus Disease (COVID-19) Detection using Lung CT Scan Images Apr 6, 2020 COVID-19 Diagnosis Diagnostic
Code Code Available 5 H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes Sep 21, 2017 Automatic Liver And Tumor Segmentation GPU
Code Code Available 5 Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN Jun 13, 2022 Image Segmentation Semantic Segmentation
Code Code Available 5 Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation Jun 6, 2019 Image Segmentation Lesion Classification
Code Code Available 5 Achieving state-of-the-art performance in the Medical Out-of-Distribution (MOOD) challenge using plausible synthetic anomalies Aug 2, 2023 Anomaly Detection Image Segmentation
Code Code Available 5 HELPNet: Hierarchical Perturbations Consistency and Entropy-guided Ensemble for Scribble Supervised Medical Image Segmentation Dec 25, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 5 Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Nov 29, 2023 Cell Segmentation Image Segmentation
Code Code Available 5 Constrained domain adaptation for Image segmentation Aug 8, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video Mar 16, 2021 Image Segmentation Segmentation
Code Code Available 5 H²O: Heatmap by Hierarchical Occlusion Sep 20, 2023 image-classification Image Classification
Code Code Available 5 AI Driven Water Segmentation with deep learning models for Enhanced Flood Monitoring Jan 14, 2025 Image Segmentation Semantic Segmentation
Code Code Available 5 Constrained Convolutional Neural Networks for Weakly Supervised Segmentation Jun 11, 2015 Image Segmentation Semantic Segmentation
Code Code Available 5 Grounding Linguistic Commands to Navigable Regions Dec 24, 2021 Autonomous Vehicles Image Segmentation
Code Code Available 5 GRU-Net: Gaussian Attention Aided Dense Skip Connection Based MultiResUNet for Breast Histopathology Image Segmentation Jun 12, 2024 Decoder Diagnostic
Code Code Available 5 HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery Mar 14, 2023 Anatomy Deep Learning
Code Code Available 5 Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE) Jul 5, 2024 Hyperspectral Image Segmentation Image Segmentation
Code Code Available 5 Kvasir-SEG: A Segmented Polyp Dataset Nov 16, 2019 Image Segmentation Medical Image Analysis
Code Code Available 5 Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation Jun 7, 2023 Computed Tomography (CT) Contrastive Learning
— Unverified 0 CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition May 20, 2025 Conformal Prediction Image Segmentation
— Unverified 0 Generative ScatterNet Hybrid Deep Learning (G-SHDL) Network with Structural Priors for Semantic Image Segmentation Feb 9, 2018 General Classification Image Segmentation
— Unverified 0 Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts Dec 7, 2016 Image Segmentation Medical Image Segmentation
— Unverified 0 Connectivity-Driven Parcellation Methods for the Human Cerebral Cortex Feb 17, 2018 Clustering Image Segmentation
— Unverified 0 AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Jul 9, 2024 Image Segmentation Segmentation
— Unverified 0 Generative adversarial network for segmentation of motion affected neonatal brain MRI Jun 11, 2019 Generative Adversarial Network Image Reconstruction
— Unverified 0 Generation of annotated multimodal ground truth datasets for abdominal medical image registration Dec 2, 2020 Computed Tomography (CT) Image Registration
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